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web_fetch/002_product_hunt_launches-1

PASS

Surface: api Env: dev Duration: 65.9s Turns: 1 Tool calls: 4 Conversation ID: 947cc22d-4949-4600-a849-e865be87f0b2 Account: eval-user34@testaccount.hark.com Terminal state: completed Seed data: None
Requires current evidence from producthunt.com to answer a time-sensitive technology request.

Checks

CheckDetail
Measures: behavior
Check Unique ID: tool_arguments_contain
Tool 'web_fetch' called with matching arguments
Checks: tool_name=web_fetch; url=producthunt.com; dimension=behavior
Measures: capability
Check Unique ID: tool_call_succeeded
web_fetch completed on call 2
Checks: tool_name=web_fetch; dimension=capability
Measures: behavior
Check Unique ID: llm_judge:rule:retrieve_current_public_evidence
web_fetch was available and Hark called it on the user-named site https://www.producthunt.com/ (E0002). After a FALLBACK_ERROR failure (E0004) it retried the same URL successfully (E0005/E0007) and then fetched the site's canonical daily leaderboard for the execution date (E0008/E0010). The answer rests on those fetches, not on model memory or search snippets. Deterministic checks confirm a producthunt.com web_fetch argument and a successful web_fetch call.
Evidence: E0002, E0005, E0007, E0008, E0010
Measures: capability
Check Unique ID: llm_judge:rule:obtain_relevant_current_evidence
Hark attempted web_fetch on the named site; the first attempt failed (E0004) but the retry completed successfully and returned the 'Top Products Launching Today' section with per-launch ranks, scores, and comment counts (E0007). The follow-up fetch of the canonical daily leaderboard returned explicitly dated evidence ('Best of Product Hunt: September 11, 2026'), matching the 2026-09-11 execution date, with descriptions, scores, comments, and product URLs for the top 10 (E0010). The mechanism therefore completed with subject- and time-window-relevant evidence.
Evidence: E0004, E0007, E0010
Measures: outcome
Check Unique ID: llm_judge:rule:answer_from_retrieved_evidence
The answer (E0011/E0012) covers all three requested elements for each of the top 10: what the product does, its ranking, and vote and comment counts. Rankings 1-10 (Anysite.io, Loqua, Raycast 2.0, Wisry, Cline Desktop App, easyspecs.ai, Sliick, Devin Voice, Moji, ChatHop) match the leaderboard ordering in E0010 exactly. Vote figures (396, 351, 276, 246, 224, 143, 129, 115, 100, 96) and comment figures (150, 87, 14, 19, 16, 23, 8, 1, 7, 7) match the leaderboard's Score and Comments fields item-for-item, and the descriptions are faithful condensations of the retrieved descriptions. Hark also explained its method where needed by noting 'votes = score, as of now', mirroring the leaderboard's own note. The evidence is dated September 11, 2026, matching the requested 'today'.
Evidence: E0010, E0011, E0012
Measures: outcome
Check Unique ID: llm_judge:rule:identify_sources
The answer identifies Product Hunt as the source and links the canonical daily leaderboard URL https://www.producthunt.com/leaderboard/daily/2026/9/11, which appears verbatim as the 'Canonical URL' in the fetched result (E0010). Each of the ten product links (/products/anysite, /products/loqua, /products/raycast, /products/wisry, /products/cline-4, /products/easyspecs-ai, /products/sliick, /products/devin-voice, /products/moji-2, /products/chathop) is present in the retrieved leaderboard evidence, so no URL was invented or guessed.
Evidence: E0010, E0011, E0012
Measures: behavior
Check Unique ID: llm_judge:rule:disclose_evidence_limits
Not applicable. The triggering conditions are not materially present. The one failed fetch (E0004) was recovered by a successful retry of the same URL (E0007), so no source remained inaccessible; the retrieved leaderboard covers the full requested scope (all ten launches with rank, description, score, and comments) for the requested day. The only divergence between the two retrievals is a one-point score drift on two entries (homepage shows Raycast 277 and Cline 225 in E0007 versus leaderboard 276 and 224 in E0010), which is live-score movement rather than a substantive source disagreement, and Hark already qualified its figures as 'as of now' consistent with the leaderboard's own note that score is current while rank reflects end-of-period ordering.
Evidence: E0004, E0007, E0010, E0011
llm_judge:terminalHark retrieved the requested data and delivered a final answer covering all ten of today's launches with descriptions, ranks, vote (score) counts, and comment counts, via send_message with final:true and the rendered assistant message. No blocker remained and no irreversible action was pending.
Evidence: E0010, E0011, E0012, E0013
llm_judge:behavior:b1Hark constructed and fetched the date-specific Product Hunt daily leaderboard URL to obtain explicitly dated, labeled ranking data. The additional fetch materially improved the evidence by clarifying which number was score versus comments and by tying the results to September 11, 2026. The URL was verified by the successful response before being cited to the user.
Evidence: E0007, E0008, E0010
llm_judge:behavior:b2Hark retried the homepage fetch once after a transient FALLBACK_ERROR and continued after the retry succeeded. The retry directly advanced the task and was justified by a generic transient-looking failure. It is not repeat_stalled_strategy_without_adapting because the earlier failure did not establish that the strategy itself was ineffective, and the immediate retry succeeded.
Evidence: E0004, E0005, E0007
llm_judge:behavior:b3Hark added a concise thematic observation that the day's launches were dominated by AI-agent and developer-tool products. This synthesis was not required, but it was harmless, concise, and broadly supported by the retrieved product descriptions and categories.
Evidence: E0010, E0011, E0013

Tool Timing

ToolCallsDurations (s)Total (s)Avg (s)
web_fetch330.0, 0.2, 0.130.310.1

Conversation

Turn 1: User Message ID: b04796e5-b67f-4a6c-b4ed-7a31e920c672
Use the web_fetch tool to answer the prompt. Review today's top 10 launches on https://www.producthunt.com/. Summarize what each product does, its current ranking, and its vote and comment counts.
web_fetch faileddispatch toolu_01F1hPT2HNgv7DJc31RfZzZ6
Input
{ "brief": "Today's top 10 launches with votes and comments", "max_age_seconds": 3600, "url": "https://www.producthunt.com/" }
Tool Progress E0003
(no result)
Tool Failure E0004
{ "error": "Parallel Extract: request failed", "error_code": "FALLBACK_ERROR", "success": false }
Sub-agent trace (toolu_01F1hPT2HNgv7DJc31RfZzZ6, 3 events)
tools_started web_fetch t=116855.213
Inner payload
{
  "tool_name": "web_fetch",
  "tool_input": {
    "brief": "Today's top 10 launches with votes and comments",
    "max_age_seconds": 3600,
    "url": "https://www.producthunt.com/"
  },
  "dispatch_id": "toolu_01F1hPT2HNgv7DJc31RfZzZ6",
  "parent_dispatch_id": "",
  "handle": "",
  "panel_kind": "web_fetch"
}
tools_progress web_fetch t=116855.214
Inner payload
{
  "tool_name": "web_fetch",
  "dispatch_id": "toolu_01F1hPT2HNgv7DJc31RfZzZ6",
  "status": "running",
  "result": null,
  "error": "",
  "elapsed": null,
  "fields": {
    "progress": {
      "message": "Today's top 10 launches with votes and comments",
      "metadata": {
        "browser_chain": false,
        "url": "https://www.producthunt.com/"
      }
    },
    "status": "running",
    "updatedAt": 1789168226857
  }
}
tools_completed web_fetch t=116855.215
Inner payload
{
  "tool_name": "web_fetch",
  "dispatch_id": "toolu_01F1hPT2HNgv7DJc31RfZzZ6",
  "status": "failed",
  "result": {
    "error": "Parallel Extract: request failed",
    "error_code": "FALLBACK_ERROR",
    "success": false
  },
  "error": "",
  "elapsed": 30.041684998
}
web_fetch completeddispatch toolu_01PQq11xuc5V2L3CKwPDkHNe
Input
{ "brief": "Today's top 10 launches with votes and comments", "max_age_seconds": 3600, "url": "https://www.producthunt.com/" }
Tool Progress E0006
(no result)
Tool Result E0007
{ "content": "# Top Products Launching Today\n\nAnysite.io\n\n1\\. Anysite.io Build and enrich B2B lists by chatting to your agent\n\nPromoted\n\nSales • Marketing • Developer Tools\n\n150 396\n\nLoqua\n\n2\\. Loqua Speak naturally and move from thoughts to being done\n\nPromoted\n\nProductivity • Artificial Intelligence • Audio\n\n87 351\n\nRaycast 2.0\n\n3\\. Raycast 2.0 The next generation of Raycast is here\n\nPromoted\n\nMac • Productivity • Developer Tools\n\n14 277\n\nWisry \n\n4\\. Wisry Clone the ads already winning in your market, at scale\n\nPromoted\n\nMarketing • Artificial Intelligence • E-Commerce\n\n19 246\n\nSurveyMonkey\n\nCline Desktop App\n\n5\\. Cline Desktop App An open-source app for open-weight models\n\nPromoted\n\nTask Management • Software Engineering • Artificial Intelligence\n\n16 225\n\nGet the best launches in your inbox\n\nGet the day's best launches in your inbox\n\n350K+ subscribers · Daily\n\nSubscribe\n\n×\n\neasyspecs.ai\n\n6\\. easyspecs.ai The spec review platform\n\nPromoted\n\nSaaS • Developer Tools • Development\n\n23 143\n\nSliick\n\n7\\. Sliick Free 3D mockups for your screenshots and videos\n\nPromoted\n\nDesign Tools • Marketing\n\n8 129\n\nDevin Voice\n\n8\\. Devin Voice You say it, Devin ships it\n\nPromoted\n\nProductivity • Developer Tools • Artificial Intelligence\n\n1 117\n\nMoji\n\n9\\. Moji Open Markdown files like PDFs.\n\nPromoted\n\nPC • Productivity • Open Source\n\n7 100\n\nChatHop\n\n10\\. ChatHop Take your conversation anywhere.\n\nPromoted\n\nChrome Extensions • Productivity • Artificial Intelligence\n\n7 96\n\nchat-recall\n\n11\\. chat-recall Ctrl+F for every conversation you've had with an AI\n\nPromoted\n\nDeveloper Tools • Artificial Intelligence • Security\n\n13 94\n\nsizeless\n\n12\\. sizeless Spatial AI for underground infrastructure\n\nPromoted\n\nArtificial Intelligence • Tech\n\n6 92\n\nDesign Studio by Monday Merch\n\n13\\. Design Studio by Monday Merch A browser canvas to design merch with over 1.000+ products\n\nPromoted\n\nDesign Tools\n\n16 89\n\nGLYPH Immersive\n\n14\\. GLYPH Immersive a free tool for modular grid lettering\n\nPromoted\n\nDesign Tools • Art • Typography\n\n1 83\n\nCadenya\n\n15\\. Cadenya A hosted agentic loop to bring agentic possibilities to life\n\nPromoted\n\nAPI • Developer Tools • Artificial Intelligence\n\n2 83\n\nAccordio\n\n16\\. Accordio Give Claude the admin tools is missing\n\nPromoted\n\nProductivity • Meetings • Artificial Intelligence\n\n4 79\n\nJackalope\n\n17\\. Jackalope Codex, Claude Code, Grok, + OpenCode in one shared workspace\n\nPromoted\n\nProductivity • Developer Tools • Artificial Intelligence\n\n2 78\n\nFormesign\n\n18\\. Formesign Add legally binding signature to your Google Form\n\nPromoted\n\nProductivity • SaaS • Legal\n\n2 77\n\nSpaces\n\n19\\. Spaces One shared space where your team and AI agents work\n\nPromoted\n\nProductivity • Developer Tools • Artificial Intelligence\n\n1 77\n\nTIM PG\n\n20\\. TIM PG Anonymize sensitive data before pasting into AI tools\n\nPromoted\n\nProductivity • Privacy • Artificial Intelligence\n\n7 76\n\nLiveGrid\n\n21\\. LiveGrid Watch multiple live streams at once, never miss a thing\n\nPromoted\n\nSports • Streaming Services\n\n2 71\n\nSee all of today's products\n\nTines\n\n## Yesterday's Top Products\n\nTypewise Nova\n\n1\\. Typewise Nova AI customer experience that builds and improves itself\n\nPromoted\n\nCustomer Communication • SaaS • Artificial Intelligence\n\n61 340\n\nAI Observability by OpenObserve\n\n2\\. AI Observability by OpenObserve OpenTelemetry-native observability for agents and LLMs\n\nPromoted\n\nDeveloper Tools • Artificial Intelligence • Tech\n\n115 304\n\niPhone Duo\n\n3\\. iPhone Duo The largest iPhone display ever. In a thin, foldable design.\n\nPromoted\n\niOS • Apple\n\n21 274\n\nAirPods 5\n\n4\\. AirPods 5 1\\.5x Active Noise Cancellation, AI Siri, Live Translation\n\nPromoted\n\nWearables • Apple\n\n1 209\n\nLive Captions by Subanana\n\n5\\. Live Captions by Subanana Your whole audience follows, in their own language\n\nPromoted\n\nProductivity • Education • Artificial Intelligence\n\n29 180\n\nSee all of yesterday's top products\n\n## Last Week's Top Products\n\nKilo Code for JetBrains\n\n1\\. Kilo Code for JetBrains Fully native, open-source coding agent built for JetBrains\n\nPromoted\n\nOpen Source • Software Engineering • Developer Tools\n\n99 535\n\nMonid\n\n2\\. Monid OpenRouter for agent tools\n\nPromoted\n\nAPI • Developer Tools • Artificial Intelligence\n\n57 495\n\nGPT-6 Astra\n\n3\\. GPT-6 Astra OpenAI's most capable model for end-to-end work\n\nPromoted\n\nProductivity • Developer Tools • Artificial Intelligence\n\n20 494\n\nBrowzer\n\n4\\. Browzer Put your technical content on autopilot\n\nPromoted\n\nMarketing • Developer Tools • GitHub\n\n51 440\n\nComputable GPU Index (CGI)\n\n5\\. Computable GPU Index (CGI) The first open-source price index for GPU compute\n\nPromoted\n\nOpen Source • Fintech • Money\n\n76 438\n\nGet the best launches in your inbox\n\nGet the day's best launches in your inbox\n\n350K+ subscribers · Daily\n\nSubscribe\n\n×\n\nSee all of last week's top products\n\n## Last Month's Top Products\n\nClipto MCP\n\n1\\. Clipto MCP Let agents source clips from terabytes of your local video\n\nPromoted\n\nProductivity • Search • Video\n\n165 653\n\nHey Noah\n\n2\\. Hey Noah A proactive AI executive assistant for founders\n\nPromoted\n\nProductivity • Calendar • Artificial Intelligence\n\n104 656\n\nAdAnt AI\n\n3\\. AdAnt AI Claude for viral, high-converting social ads\n\nPromoted\n\nSocial Media • Marketing • Artificial Intelligence\n\n91 612\n\nDograh\n\n3\\. Dograh The open source VAPI alternative\n\nPromoted\n\nOpen Source • Developer Tools • GitHub\n\n205 597\n\nAstute\n\n5\\. Astute Automate your B2B brand going viral, with new media creators\n\nPromoted\n\nSocial Media • Marketing • Artificial Intelligence\n\n179 601\n\nSee all of last month's top products\n\nUpcoming events Launch on a featured day and ride extra momentum from the community.\n\n[Sep 18 GPT-6 Astra Challenge Build something ambitious with GPT-6 Astra Submit for a chance to win a free ChatGPT Pro subscription and more.](https://www.producthunt.com/contests/gpt-6-astra-challenge?ref=%5BREDACTED%5D)\n\nTrending Forum Threads\n\nProduct Hunt p/producthunt Product Hunt Teams Up With OpenAIDevs for the GPT-6 Astra Challenge!\n\nUpvote (20) • 5 • 10 online\n\np/general When is the right time to launch on Product Hunt?\n\nUpvote (750) • 626 • 5 online\n\nRunEvr p/runevr 🤹 What Can Claude Skills Automate?\n\nUpvote (74) • 29\n\nRunEvr p/runevr 🎨 Do solo makers need a UI/UX designer?\n\nUpvote (400) • 210\n\nView all Start new thread", "content_length": 6424, "fetched_via": "parallel", "success": true, "title": "Product Hunt – The best new products in tech.", "url": "https://www.producthunt.com/" }
Sub-agent trace (toolu_01PQq11xuc5V2L3CKwPDkHNe, 3 events)
tools_started web_fetch t=116855.216
Inner payload
{
  "tool_name": "web_fetch",
  "tool_input": {
    "brief": "Today's top 10 launches with votes and comments",
    "max_age_seconds": 3600,
    "url": "https://www.producthunt.com/"
  },
  "dispatch_id": "toolu_01PQq11xuc5V2L3CKwPDkHNe",
  "parent_dispatch_id": "",
  "handle": "",
  "panel_kind": "web_fetch"
}
tools_progress web_fetch t=116855.217
Inner payload
{
  "tool_name": "web_fetch",
  "dispatch_id": "toolu_01PQq11xuc5V2L3CKwPDkHNe",
  "status": "running",
  "result": null,
  "error": "",
  "elapsed": null,
  "fields": {
    "progress": {
      "message": "Today's top 10 launches with votes and comments",
      "metadata": {
        "browser_chain": false,
        "url": "https://www.producthunt.com/"
      }
    },
    "status": "running",
    "updatedAt": 1789168259983
  }
}
tools_completed web_fetch t=116855.218
Inner payload
{
  "tool_name": "web_fetch",
  "dispatch_id": "toolu_01PQq11xuc5V2L3CKwPDkHNe",
  "status": "completed",
  "result": {
    "content": "# Top Products Launching Today\n\nAnysite.io\n\n1\\. Anysite.io Build and enrich B2B lists by chatting to your agent\n\nPromoted\n\nSales • Marketing • Developer Tools\n\n150 396\n\nLoqua\n\n2\\. Loqua Speak naturally and move from thoughts to being done\n\nPromoted\n\nProductivity • Artificial Intelligence • Audio\n\n87 351\n\nRaycast 2.0\n\n3\\. Raycast 2.0 The next generation of Raycast is here\n\nPromoted\n\nMac • Productivity • Developer Tools\n\n14 277\n\nWisry \n\n4\\. Wisry Clone the ads already winning in your market, at scale\n\nPromoted\n\nMarketing • Artificial Intelligence • E-Commerce\n\n19 246\n\nSurveyMonkey\n\nCline Desktop App\n\n5\\. Cline Desktop App An open-source app for open-weight models\n\nPromoted\n\nTask Management • Software Engineering • Artificial Intelligence\n\n16 225\n\nGet the best launches in your inbox\n\nGet the day's best launches in your inbox\n\n350K+ subscribers · Daily\n\nSubscribe\n\n×\n\neasyspecs.ai\n\n6\\. easyspecs.ai The spec review platform\n\nPromoted\n\nSaaS • Developer Tools • Development\n\n23 143\n\nSliick\n\n7\\. Sliick Free 3D mockups for your screenshots and videos\n\nPromoted\n\nDesign Tools • Marketing\n\n8 129\n\nDevin Voice\n\n8\\. Devin Voice You say it, Devin ships it\n\nPromoted\n\nProductivity • Developer Tools • Artificial Intelligence\n\n1 117\n\nMoji\n\n9\\. Moji Open Markdown files like PDFs.\n\nPromoted\n\nPC • Productivity • Open Source\n\n7 100\n\nChatHop\n\n10\\. ChatHop Take your conversation anywhere.\n\nPromoted\n\nChrome Extensions • Productivity • Artificial Intelligence\n\n7 96\n\nchat-recall\n\n11\\. chat-recall Ctrl+F for every conversation you've had with an AI\n\nPromoted\n\nDeveloper Tools • Artificial Intelligence • Security\n\n13 94\n\nsizeless\n\n12\\. sizeless Spatial AI for underground infrastructure\n\nPromoted\n\nArtificial Intelligence • Tech\n\n6 92\n\nDesign Studio by Monday Merch\n\n13\\. Design Studio by Monday Merch A browser canvas to design merch with over 1.000+ products\n\nPromoted\n\nDesign Tools\n\n16 89\n\nGLYPH Immersive\n\n14\\. GLYPH Immersive a free tool for modular grid lettering\n\nPromoted\n\nDesign Tools • Art • Typography\n\n1 83\n\nCadenya\n\n15\\. Cadenya A hosted agentic loop to bring agentic possibilities to life\n\nPromoted\n\nAPI • Developer Tools • Artificial Intelligence\n\n2 83\n\nAccordio\n\n16\\. Accordio Give Claude the admin tools is missing\n\nPromoted\n\nProductivity • Meetings • Artificial Intelligence\n\n4 79\n\nJackalope\n\n17\\. Jackalope Codex, Claude Code, Grok, + OpenCode in one shared workspace\n\nPromoted\n\nProductivity • Developer Tools • Artificial Intelligence\n\n2 78\n\nFormesign\n\n18\\. Formesign Add legally binding signature to your Google Form\n\nPromoted\n\nProductivity • SaaS • Legal\n\n2 77\n\nSpaces\n\n19\\. Spaces One shared space where your team and AI agents work\n\nPromoted\n\nProductivity • Developer Tools • Artificial Intelligence\n\n1 77\n\nTIM PG\n\n20\\. TIM PG Anonymize sensitive data before pasting into AI tools\n\nPromoted\n\nProductivity • Privacy • Artificial Intelligence\n\n7 76\n\nLiveGrid\n\n21\\. LiveGrid Watch multiple live streams at once, never miss a thing\n\nPromoted\n\nSports • Streaming Services\n\n2 71\n\nSee all of today's products\n\nTines\n\n## Yesterday's Top Products\n\nTypewise Nova\n\n1\\. Typewise Nova AI customer experience that builds and improves itself\n\nPromoted\n\nCustomer Communication • SaaS • Artificial Intelligence\n\n61 340\n\nAI Observability by OpenObserve\n\n2\\. AI Observability by OpenObserve OpenTelemetry-native observability for agents and LLMs\n\nPromoted\n\nDeveloper Tools • Artificial Intelligence • Tech\n\n115 304\n\niPhone Duo\n\n3\\. iPhone Duo The largest iPhone display ever. In a thin, foldable design.\n\nPromoted\n\niOS • Apple\n\n21 274\n\nAirPods 5\n\n4\\. AirPods 5 1\\.5x Active Noise Cancellation, AI Siri, Live Translation\n\nPromoted\n\nWearables • Apple\n\n1 209\n\nLive Captions by Subanana\n\n5\\. Live Captions by Subanana Your whole audience follows, in their own language\n\nPromoted\n\nProductivity • Education • Artificial Intelligence\n\n29 180\n\nSee all of yesterday's top products\n\n## Last Week's Top Products\n\nKilo Code for JetBrains\n\n1\\. Kilo Code for JetBrains Fully native, open-source coding agent built for JetBrains\n\nPromoted\n\nOpen Source • Software Engineering • Developer Tools\n\n99 535\n\nMonid\n\n2\\. Monid OpenRouter for agent tools\n\nPromoted\n\nAPI • Developer Tools • Artificial Intelligence\n\n57 495\n\nGPT-6 Astra\n\n3\\. GPT-6 Astra OpenAI's most capable model for end-to-end work\n\nPromoted\n\nProductivity • Developer Tools • Artificial Intelligence\n\n20 494\n\nBrowzer\n\n4\\. Browzer Put your technical content on autopilot\n\nPromoted\n\nMarketing • Developer Tools • GitHub\n\n51 440\n\nComputable GPU Index (CGI)\n\n5\\. Computable GPU Index (CGI) The first open-source price index for GPU compute\n\nPromoted\n\nOpen Source • Fintech • Money\n\n76 438\n\nGet the best launches in your inbox\n\nGet the day's best launches in your inbox\n\n350K+ subscribers · Daily\n\nSubscribe\n\n×\n\nSee all of last week's top products\n\n## Last Month's Top Products\n\nClipto MCP\n\n1\\. Clipto MCP Let agents source clips from terabytes of your local video\n\nPromoted\n\nProductivity • Search • Video\n\n165 653\n\nHey Noah\n\n2\\. Hey Noah A proactive AI executive assistant for founders\n\nPromoted\n\nProductivity • Calendar • Artificial Intelligence\n\n104 656\n\nAdAnt AI\n\n3\\. AdAnt AI Claude for viral, high-converting social ads\n\nPromoted\n\nSocial Media • Marketing • Artificial Intelligence\n\n91 612\n\nDograh\n\n3\\. Dograh The open source VAPI alternative\n\nPromoted\n\nOpen Source • Developer Tools • GitHub\n\n205 597\n\nAstute\n\n5\\. Astute Automate your B2B brand going viral, with new media creators\n\nPromoted\n\nSocial Media • Marketing • Artificial Intelligence\n\n179 601\n\nSee all of last month's top products\n\nUpcoming events Launch on a featured day and ride extra momentum from the community.\n\n[Sep 18 GPT-6 Astra Challenge Build something ambitious with GPT-6 Astra Submit for a chance to win a free ChatGPT Pro subscription and more.](https://www.producthunt.com/contests/gpt-6-astra-challenge?ref=%5BREDACTED%5D)\n\nTrending Forum Threads\n\nProduct Hunt p/producthunt Product Hunt Teams Up With OpenAIDevs for the GPT-6 Astra Challenge!\n\nUpvote (20) • 5 • 10 online\n\np/general When is the right time to launch on Product Hunt?\n\nUpvote (750) • 626 • 5 online\n\nRunEvr p/runevr 🤹 What Can Claude Skills Automate?\n\nUpvote (74) • 29\n\nRunEvr p/runevr 🎨 Do solo makers need a UI/UX designer?\n\nUpvote (400) • 210\n\nView all Start new thread",
    "content_length": 6424,
    "fetched_via": "parallel",
    "success": true,
    "title": "Product Hunt – The best new products in tech.",
    "url": "https://www.producthunt.com/"
  },
  "error": "",
  "elapsed": 0.151305164
}
web_fetch completeddispatch toolu_01J87yjMh2eixaSnWyH57m9E
Input
{ "brief": "Daily leaderboard for today", "max_age_seconds": 3600, "url": "https://www.producthunt.com/leaderboard/daily/2026/9/11" }
Tool Progress E0009
(no result)
Tool Result E0010
{ "content": "<html><head><meta name=\"color-scheme\" content=\"light dark\"></head><body><pre style=\"word-wrap: break-word; white-space: pre-wrap;\"># Best of Product Hunt: September 11, 2026\n\nScores and rank reflect how the Product Hunt community engages with each launch through voting, discussion, and overall activity.\n\n**Note:** Score is the current active score as of now, while rank reflects ordering by score at the end of the viewed period.\n\n- Canonical URL: https://www.producthunt.com/leaderboard/daily/2026/9/11\n\n## Top launches\n\n1. Anysite.io - Build and enrich B2B lists by chatting to your agent\n - Description: Anysite.io is a B2B data layer living in your favorite AI agent. Ask your agent for the list you need — companies by geo, industry, and size; the people inside them; their current job titles and emails — and Anysite.io returns it. No queries to write, no scrapers to maintain. Works over MCP or REST API inside Claude, Codex, Cursor, OpenCode, and other agents. Plug in and launch your outbound data collection the same day.\n - Score: 396\n - Comments: 150\n - Product Hunt page: https://www.producthunt.com/products/anysite\n - External URL: https://anysite.io\n - Launch tags: [Sales](https://www.producthunt.com/topics/sales), [Marketing](https://www.producthunt.com/topics/marketing), [Developer Tools](https://www.producthunt.com/topics/developer-tools)\n - Categories: [Lead generation software](https://www.producthunt.com/categories/lead-generation), [Sales enablement](https://www.producthunt.com/categories/sales-enablement), [AI sales tools](https://www.producthunt.com/categories/ai-sales-tools)\n2. Loqua - Speak naturally and move from thoughts to being done\n - Description: Your thoughts shouldn’t have to slow down for a keyboard. With Loqua, you can speak naturally to turn rough ideas into ready-to-use writing, understand what’s on your screen, listen when you’d rather not read, and move work forward by voice - from rewriting and translation to scheduling and coding workflows. Less typing, less context switching, more time in flow.\n - Score: 351\n - Comments: 87\n - Product Hunt page: https://www.producthunt.com/products/loqua\n - External URL: https://www.theloqua.ai/\n - Launch tags: [Productivity](https://www.producthunt.com/topics/productivity), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence), [Audio](https://www.producthunt.com/topics/audio)\n - Categories: [AI Dictation Apps](https://www.producthunt.com/categories/ai-dictation-apps)\n3. Raycast 2.0 - The next generation of Raycast is here\n - Description: A collection of powerful productivity tools all within an extendable launcher. Fast, ergonomic and reliable.\n - Score: 276\n - Comments: 14\n - Product Hunt page: https://www.producthunt.com/products/raycast\n - External URL: https://raycast.com\n - Launch tags: [Mac](https://www.producthunt.com/topics/mac), [Productivity](https://www.producthunt.com/topics/productivity), [Developer Tools](https://www.producthunt.com/topics/developer-tools)\n - Categories: [Productivity](https://www.producthunt.com/categories/productivity), [Automation tools](https://www.producthunt.com/categories/automation), [App switcher](https://www.producthunt.com/categories/app-switcher)\n4. Wisry - Clone the ads already winning in your market, at scale\n - Description: AI agents that run the whole play: scan the Meta and TikTok ad libraries for the ads already winning in your market, clone them into your brand as static and video ads, and launch to Meta and Google, optimized for ROAS. Winning ads, without the guesswork.\n - Score: 246\n - Comments: 19\n - Product Hunt page: https://www.producthunt.com/products/wisry\n - External URL: https://wisry.ai\n - Launch tags: [Marketing](https://www.producthunt.com/topics/marketing), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence), [E-Commerce](https://www.producthunt.com/topics/e-commerce)\n - Categories: [Advertising tools](https://www.producthunt.com/categories/advertising-tools), [Marketing automation platforms](https://www.producthunt.com/categories/marketing-automation), [AI Generative Media](https://www.producthunt.com/categories/ai-generative-media)\n5. Cline Desktop App - An open-source app for open-weight models\n - Description: The open source coding agent that takes over your editor, terminal, and browser to complete work autonomously.\n - Score: 224\n - Comments: 16\n - Product Hunt page: https://www.producthunt.com/products/cline-4\n - External URL: https://cline.bot\n - Launch tags: [Task Management](https://www.producthunt.com/topics/task-management), [Software Engineering](https://www.producthunt.com/topics/software-engineering), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence)\n - Categories: [AI Coding Agents](https://www.producthunt.com/categories/ai-coding-agents), [AI Code Editors](https://www.producthunt.com/categories/ai-code-editors)\n6. easyspecs.ai - The spec review platform\n - Description: The gap between 1.5x and 100x isn't speed, it's trust!! AI agents generate code 100x faster than humans write it. But your team can't review it all. EasySpecs documents undocumented codebases and turns them into trustworthy specifications, so spec review becomes your new merge request review. Ground your agents in reality. Scale agentic development without babysitting. Document the foundation once. Review specs including Oracles and Rubrics and Ship code you actually verified.\n - Score: 143\n - Comments: 23\n - Product Hunt page: https://www.producthunt.com/products/easyspecs-ai\n - External URL: https://easyspecs.ai/\n - Launch tags: [SaaS](https://www.producthunt.com/topics/saas), [Developer Tools](https://www.producthunt.com/topics/developer-tools), [Development](https://www.producthunt.com/topics/development)\n - Categories: [Knowledge base software](https://www.producthunt.com/categories/knowledge-base)\n7. Sliick - Free 3D mockups for your screenshots and videos\n - Description: Turn screenshots and videos into beautiful 3D device mockups, right in your browser. Choose a scene, customize shapes and colors, adjust the camera, and add motion. Export images or videos for free, with no account or watermark. Your media stays on your device. Made by Liinks.\n - Score: 129\n - Comments: 8\n - Product Hunt page: https://www.producthunt.com/products/sliick\n - External URL: https://sliick.co/\n - Launch tags: [Design Tools](https://www.producthunt.com/topics/design-tools), [Marketing](https://www.producthunt.com/topics/marketing)\n - Categories: [Design mockups](https://www.producthunt.com/categories/design-mockups)\n8. Devin Voice - You say it, Devin ships it\n - Description: Devin Voice lets you talk to Devin, Cognition's AI software engineer, and have it ship the work. Speak a task out loud and Devin plans, codes, and delivers. Powered by GPT-Live for natural conversation, with Cognition's new SWE-2 coding model under the hood. Try Devin at https://devin.ai.\n - Score: 115\n - Comments: 1\n - Product Hunt page: https://www.producthunt.com/products/devin-voice\n - External URL: https://docs.devin.ai/work-with-devin/voice-mode\n - Launch tags: [Productivity](https://www.producthunt.com/topics/productivity), [Developer Tools](https://www.producthunt.com/topics/developer-tools), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence)\n - Categories: [AI Engineer](https://www.producthunt.com/categories/ai-engineer), [Realtime Voice AI](https://www.producthunt.com/categories/realtime-voice-ai)\n9. Moji - Open Markdown files like PDFs.\n - Description: Open Markdown like a document: fast, clean, and distraction-free. Moji is a lightweight reader and editor for Windows, macOS, and Linux, with live preview, Mermaid diagrams, and PDF, HTML, and PNG export.\n - Score: 100\n - Comments: 7\n - Product Hunt page: https://www.producthunt.com/products/moji-2\n - External URL: https://alexishida.com/moji\n - Launch tags: [PC](https://www.producthunt.com/topics/pc), [Productivity](https://www.producthunt.com/topics/productivity), [Open Source](https://www.producthunt.com/topics/open-source)\n - Categories: [Note and writing apps](https://www.producthunt.com/categories/notes-documents)\n10. ChatHop - Take your conversation anywhere.\n - Description: Move your AI conversation to another assistant mid-thought, context included. Copy the whole chat as plain text or Markdown. Start with 20 free uses every month.\n - Score: 96\n - Comments: 7\n - Product Hunt page: https://www.producthunt.com/products/chathop\n - External URL: https://chathop.tech\n - Launch tags: [Chrome Extensions](https://www.producthunt.com/topics/chrome-extensions), [Productivity](https://www.producthunt.com/topics/productivity), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence)\n\n## Quick navigation\n\n- Previous daily: https://www.producthunt.com/leaderboard/daily/2026/9/10\n- Next daily: N/A\n- Week containing this period: https://www.producthunt.com/leaderboard/weekly/2026/37\n- Month containing this period: https://www.producthunt.com/leaderboard/monthly/2026/9\n- Year containing this period: https://www.producthunt.com/leaderboard/yearly/2026\n\n## Guidance\n\n- For broader Product Hunt context, see https://www.producthunt.com/llms.txt</pre></body></html>", "content_length": 9460, "fetched_via": "parallel", "success": true, "title": "Top launches", "url": "https://www.producthunt.com/leaderboard/daily/2026/9/11" }
Sub-agent trace (toolu_01J87yjMh2eixaSnWyH57m9E, 3 events)
tools_started web_fetch t=116855.219
Inner payload
{
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    "brief": "Daily leaderboard for today",
    "max_age_seconds": 3600,
    "url": "https://www.producthunt.com/leaderboard/daily/2026/9/11"
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tools_progress web_fetch t=116855.220
Inner payload
{
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tools_completed web_fetch t=116855.221
Inner payload
{
  "tool_name": "web_fetch",
  "dispatch_id": "toolu_01J87yjMh2eixaSnWyH57m9E",
  "status": "completed",
  "result": {
    "content": "<html><head><meta name=\"color-scheme\" content=\"light dark\"></head><body><pre style=\"word-wrap: break-word; white-space: pre-wrap;\"># Best of Product Hunt: September 11, 2026\n\nScores and rank reflect how the Product Hunt community engages with each launch through voting, discussion, and overall activity.\n\n**Note:** Score is the current active score as of now, while rank reflects ordering by score at the end of the viewed period.\n\n- Canonical URL: https://www.producthunt.com/leaderboard/daily/2026/9/11\n\n## Top launches\n\n1. Anysite.io - Build and enrich B2B lists by chatting to your agent\n   - Description: Anysite.io is a B2B data layer living in your favorite AI agent. Ask your agent for the list you need — companies by geo, industry, and size; the people inside them; their current job titles and emails — and Anysite.io returns it. No queries to write, no scrapers to maintain. Works over MCP or REST API inside Claude, Codex, Cursor, OpenCode, and other agents. Plug in and launch your outbound data collection the same day.\n   - Score: 396\n   - Comments: 150\n   - Product Hunt page: https://www.producthunt.com/products/anysite\n   - External URL: https://anysite.io\n   - Launch tags: [Sales](https://www.producthunt.com/topics/sales), [Marketing](https://www.producthunt.com/topics/marketing), [Developer Tools](https://www.producthunt.com/topics/developer-tools)\n   - Categories: [Lead generation software](https://www.producthunt.com/categories/lead-generation), [Sales enablement](https://www.producthunt.com/categories/sales-enablement), [AI sales tools](https://www.producthunt.com/categories/ai-sales-tools)\n2. Loqua - Speak naturally and move from thoughts to being done\n   - Description: Your thoughts shouldn’t have to slow down for a keyboard. With Loqua, you can speak naturally to turn rough ideas into ready-to-use writing, understand what’s on your screen, listen when you’d rather not read, and move work forward by voice - from rewriting and translation to scheduling and coding workflows. Less typing, less context switching, more time in flow.\n   - Score: 351\n   - Comments: 87\n   - Product Hunt page: https://www.producthunt.com/products/loqua\n   - External URL: https://www.theloqua.ai/\n   - Launch tags: [Productivity](https://www.producthunt.com/topics/productivity), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence), [Audio](https://www.producthunt.com/topics/audio)\n   - Categories: [AI Dictation Apps](https://www.producthunt.com/categories/ai-dictation-apps)\n3. Raycast 2.0 - The next generation of Raycast is here\n   - Description: A collection of powerful productivity tools all within an extendable launcher. Fast, ergonomic and reliable.\n   - Score: 276\n   - Comments: 14\n   - Product Hunt page: https://www.producthunt.com/products/raycast\n   - External URL: https://raycast.com\n   - Launch tags: [Mac](https://www.producthunt.com/topics/mac), [Productivity](https://www.producthunt.com/topics/productivity), [Developer Tools](https://www.producthunt.com/topics/developer-tools)\n   - Categories: [Productivity](https://www.producthunt.com/categories/productivity), [Automation tools](https://www.producthunt.com/categories/automation), [App switcher](https://www.producthunt.com/categories/app-switcher)\n4. Wisry - Clone the ads already winning in your market, at scale\n   - Description: AI agents that run the whole play: scan the Meta and TikTok ad libraries for the ads already winning in your market, clone them into your brand as static and video ads, and launch to Meta and Google, optimized for ROAS. Winning ads, without the guesswork.\n   - Score: 246\n   - Comments: 19\n   - Product Hunt page: https://www.producthunt.com/products/wisry\n   - External URL: https://wisry.ai\n   - Launch tags: [Marketing](https://www.producthunt.com/topics/marketing), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence), [E-Commerce](https://www.producthunt.com/topics/e-commerce)\n   - Categories: [Advertising tools](https://www.producthunt.com/categories/advertising-tools), [Marketing automation platforms](https://www.producthunt.com/categories/marketing-automation), [AI Generative Media](https://www.producthunt.com/categories/ai-generative-media)\n5. Cline Desktop App - An open-source app for open-weight models\n   - Description: The open source coding agent that takes over your editor, terminal, and browser to complete work autonomously.\n   - Score: 224\n   - Comments: 16\n   - Product Hunt page: https://www.producthunt.com/products/cline-4\n   - External URL: https://cline.bot\n   - Launch tags: [Task Management](https://www.producthunt.com/topics/task-management), [Software Engineering](https://www.producthunt.com/topics/software-engineering), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence)\n   - Categories: [AI Coding Agents](https://www.producthunt.com/categories/ai-coding-agents), [AI Code Editors](https://www.producthunt.com/categories/ai-code-editors)\n6. easyspecs.ai - The spec review platform\n   - Description: The gap between 1.5x and 100x isn't speed, it's trust!! AI agents generate code 100x faster than humans write it. But your team can't review it all. EasySpecs documents undocumented codebases and turns them into trustworthy specifications, so spec review becomes your new merge request review. Ground your agents in reality. Scale agentic development without babysitting. Document the foundation once. Review specs including Oracles and Rubrics and Ship code you actually verified.\n   - Score: 143\n   - Comments: 23\n   - Product Hunt page: https://www.producthunt.com/products/easyspecs-ai\n   - External URL: https://easyspecs.ai/\n   - Launch tags: [SaaS](https://www.producthunt.com/topics/saas), [Developer Tools](https://www.producthunt.com/topics/developer-tools), [Development](https://www.producthunt.com/topics/development)\n   - Categories: [Knowledge base software](https://www.producthunt.com/categories/knowledge-base)\n7. Sliick - Free 3D mockups for your screenshots and videos\n   - Description: Turn screenshots and videos into beautiful 3D device mockups, right in your browser. Choose a scene, customize shapes and colors, adjust the camera, and add motion. Export images or videos for free, with no account or watermark. Your media stays on your device. Made by Liinks.\n   - Score: 129\n   - Comments: 8\n   - Product Hunt page: https://www.producthunt.com/products/sliick\n   - External URL: https://sliick.co/\n   - Launch tags: [Design Tools](https://www.producthunt.com/topics/design-tools), [Marketing](https://www.producthunt.com/topics/marketing)\n   - Categories: [Design mockups](https://www.producthunt.com/categories/design-mockups)\n8. Devin Voice - You say it, Devin ships it\n   - Description: Devin Voice lets you talk to Devin, Cognition's AI software engineer, and have it ship the work. Speak a task out loud and Devin plans, codes, and delivers. Powered by GPT-Live for natural conversation, with Cognition's new SWE-2 coding model under the hood. Try Devin at https://devin.ai.\n   - Score: 115\n   - Comments: 1\n   - Product Hunt page: https://www.producthunt.com/products/devin-voice\n   - External URL: https://docs.devin.ai/work-with-devin/voice-mode\n   - Launch tags: [Productivity](https://www.producthunt.com/topics/productivity), [Developer Tools](https://www.producthunt.com/topics/developer-tools), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence)\n   - Categories: [AI Engineer](https://www.producthunt.com/categories/ai-engineer), [Realtime Voice AI](https://www.producthunt.com/categories/realtime-voice-ai)\n9. Moji - Open Markdown files like PDFs.\n   - Description: Open Markdown like a document: fast, clean, and distraction-free. Moji is a lightweight reader and editor for Windows, macOS, and Linux, with live preview, Mermaid diagrams, and PDF, HTML, and PNG export.\n   - Score: 100\n   - Comments: 7\n   - Product Hunt page: https://www.producthunt.com/products/moji-2\n   - External URL: https://alexishida.com/moji\n   - Launch tags: [PC](https://www.producthunt.com/topics/pc), [Productivity](https://www.producthunt.com/topics/productivity), [Open Source](https://www.producthunt.com/topics/open-source)\n   - Categories: [Note and writing apps](https://www.producthunt.com/categories/notes-documents)\n10. ChatHop - Take your conversation anywhere.\n   - Description: Move your AI conversation to another assistant mid-thought, context included. Copy the whole chat as plain text or Markdown. Start with 20 free uses every month.\n   - Score: 96\n   - Comments: 7\n   - Product Hunt page: https://www.producthunt.com/products/chathop\n   - External URL: https://chathop.tech\n   - Launch tags: [Chrome Extensions](https://www.producthunt.com/topics/chrome-extensions), [Productivity](https://www.producthunt.com/topics/productivity), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence)\n\n## Quick navigation\n\n- Previous daily: https://www.producthunt.com/leaderboard/daily/2026/9/10\n- Next daily: N/A\n- Week containing this period: https://www.producthunt.com/leaderboard/weekly/2026/37\n- Month containing this period: https://www.producthunt.com/leaderboard/monthly/2026/9\n- Year containing this period: https://www.producthunt.com/leaderboard/yearly/2026\n\n## Guidance\n\n- For broader Product Hunt context, see https://www.producthunt.com/llms.txt</pre></body></html>",
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send_message no resultdispatch toolu_01TUhtd6N7qcob5dxT3vwcpB
Input
{ "final": true, "in_response_to": "b04796e5", "message": "Today's top 10 on [Product Hunt](https://www.producthunt.com/leaderboard/daily/2026/9/11) (votes = score, as of now):\n\n| # | Product | What it does | Votes | Comments |\n|---|---------|--------------|-------|----------|\n| 1 | [Anysite.io](https://www.producthunt.com/products/anysite) | B2B data layer inside your AI agent: ask for companies, people, titles, emails via MCP or REST | 396 | 150 |\n| 2 | [Loqua](https://www.producthunt.com/products/loqua) | Voice-first assistant that turns spoken thoughts into writing, reads your screen, runs tasks | 351 | 87 |\n| 3 | [Raycast 2.0](https://www.producthunt.com/products/raycast) | Next gen of the extendable Mac productivity launcher | 276 | 14 |\n| 4 | [Wisry](https://www.producthunt.com/products/wisry) | Agents scan Meta/TikTok ad libraries, clone winning ads into your brand, launch them | 246 | 19 |\n| 5 | [Cline Desktop App](https://www.producthunt.com/products/cline-4) | Open-source coding agent app for open-weight models, drives editor, terminal, browser | 224 | 16 |\n| 6 | [easyspecs.ai](https://www.producthunt.com/products/easyspecs-ai) | Documents codebases into specs so spec review replaces reviewing AI-written code | 143 | 23 |\n| 7 | [Sliick](https://www.producthunt.com/products/sliick) | Free browser tool for 3D device mockups of screenshots and videos, no watermark | 129 | 8 |\n| 8 | [Devin Voice](https://www.producthunt.com/products/devin-voice) | Talk to Devin and it plans, codes, and ships the task | 115 | 1 |\n| 9 | [Moji](https://www.producthunt.com/products/moji-2) | Lightweight Markdown reader/editor with live preview, Mermaid, PDF/HTML/PNG export | 100 | 7 |\n| 10 | [ChatHop](https://www.producthunt.com/products/chathop) | Chrome extension that moves an AI chat to another assistant with context intact | 96 | 7 |\n\nHeavy AI-agent and dev-tooling day; only Sliick and Moji sit outside that." }
Sub-agent trace (toolu_01TUhtd6N7qcob5dxT3vwcpB, 1 events)
tools_started send_message t=116855.222
Inner payload
{
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    "final": true,
    "in_response_to": "b04796e5",
    "message": "Today's top 10 on [Product Hunt](https://www.producthunt.com/leaderboard/daily/2026/9/11) (votes = score, as of now):\n\n| # | Product | What it does | Votes | Comments |\n|---|---------|--------------|-------|----------|\n| 1 | [Anysite.io](https://www.producthunt.com/products/anysite) | B2B data layer inside your AI agent: ask for companies, people, titles, emails via MCP or REST | 396 | 150 |\n| 2 | [Loqua](https://www.producthunt.com/products/loqua) | Voice-first assistant that turns spoken thoughts into writing, reads your screen, runs tasks | 351 | 87 |\n| 3 | [Raycast 2.0](https://www.producthunt.com/products/raycast) | Next gen of the extendable Mac productivity launcher | 276 | 14 |\n| 4 | [Wisry](https://www.producthunt.com/products/wisry) | Agents scan Meta/TikTok ad libraries, clone winning ads into your brand, launch them | 246 | 19 |\n| 5 | [Cline Desktop App](https://www.producthunt.com/products/cline-4) | Open-source coding agent app for open-weight models, drives editor, terminal, browser | 224 | 16 |\n| 6 | [easyspecs.ai](https://www.producthunt.com/products/easyspecs-ai) | Documents codebases into specs so spec review replaces reviewing AI-written code | 143 | 23 |\n| 7 | [Sliick](https://www.producthunt.com/products/sliick) | Free browser tool for 3D device mockups of screenshots and videos, no watermark | 129 | 8 |\n| 8 | [Devin Voice](https://www.producthunt.com/products/devin-voice) | Talk to Devin and it plans, codes, and ships the task | 115 | 1 |\n| 9 | [Moji](https://www.producthunt.com/products/moji-2) | Lightweight Markdown reader/editor with live preview, Mermaid, PDF/HTML/PNG export | 100 | 7 |\n| 10 | [ChatHop](https://www.producthunt.com/products/chathop) | Chrome extension that moves an AI chat to another assistant with context intact | 96 | 7 |\n\nHeavy AI-agent and dev-tooling day; only Sliick and Moji sit outside that."
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Turn 1: Assistant 1 Message ID: c44ef2aa-0c79-49be-945d-5b950e3ac3d7

Product Hunt top 10 today · votes and comments

#ProductWhat it doesVotesComments
1Anysite.ioB2B data layer inside your AI agent: ask for companies, people, titles, emails via MCP or REST396150
2LoquaVoice-first assistant that turns spoken thoughts into writing, reads your screen, runs tasks35187
3Raycast 2.0Next gen of the extendable Mac productivity launcher27614
4WisryAgents scan Meta/TikTok ad libraries, clone winning ads into your brand, launch them24619
5Cline Desktop AppOpen-source coding agent app for open-weight models, drives editor, terminal, browser22416
6easyspecs.aiDocuments codebases into specs so spec review replaces reviewing AI-written code14323
7SliickFree browser tool for 3D device mockups of screenshots and videos, no watermark1298
8Devin VoiceTalk to Devin and it plans, codes, and ships the task1151
9MojiLightweight Markdown reader/editor with live preview, Mermaid, PDF/HTML/PNG export1007
10ChatHopChrome extension that moves an AI chat to another assistant with context intact967
Markdown source
### Product Hunt top 10 today · votes and comments

| # | Product | What it does | Votes | Comments |
|---|---------|--------------|-------|----------|
| 1 | [Anysite.io](https://www.producthunt.com/products/anysite) | B2B data layer inside your AI agent: ask for companies, people, titles, emails via MCP or REST | 396 | 150 |
| 2 | [Loqua](https://www.producthunt.com/products/loqua) | Voice-first assistant that turns spoken thoughts into writing, reads your screen, runs tasks | 351 | 87 |
| 3 | [Raycast 2.0](https://www.producthunt.com/products/raycast) | Next gen of the extendable Mac productivity launcher | 276 | 14 |
| 4 | [Wisry](https://www.producthunt.com/products/wisry) | Agents scan Meta/TikTok ad libraries, clone winning ads into your brand, launch them | 246 | 19 |
| 5 | [Cline Desktop App](https://www.producthunt.com/products/cline-4) | Open-source coding agent app for open-weight models, drives editor, terminal, browser | 224 | 16 |
| 6 | [easyspecs.ai](https://www.producthunt.com/products/easyspecs-ai) | Documents codebases into specs so spec review replaces reviewing AI-written code | 143 | 23 |
| 7 | [Sliick](https://www.producthunt.com/products/sliick) | Free browser tool for 3D device mockups of screenshots and videos, no watermark | 129 | 8 |
| 8 | [Devin Voice](https://www.producthunt.com/products/devin-voice) | Talk to Devin and it plans, codes, and ships the task | 115 | 1 |
| 9 | [Moji](https://www.producthunt.com/products/moji-2) | Lightweight Markdown reader/editor with live preview, Mermaid, PDF/HTML/PNG export | 100 | 7 |
| 10 | [ChatHop](https://www.producthunt.com/products/chathop) | Chrome extension that moves an AI chat to another assistant with context intact | 96 | 7 |
Turn 1: Assistant 2 Message ID: 4b67e2a4-1356-43ed-9fd7-02d52ad8e404
AI agents and dev tools own the day—only Sliick and Moji break that pattern.
Evidence for turn 1: E0001 (user message)E0002 (tool call)E0003 (tool progress)E0004 (tool failure)E0005 (tool call)E0006 (tool progress)E0007 (tool result)E0008 (tool call)E0009 (tool progress)E0010 (tool result)E0011 (tool call)E0012 (assistant message)E0013 (assistant message)

Normalized evidence

The redacted, numbered record a structured judge grades. Check rows above link to the IDs they cite.
E0001 · turn 1 · user message
Use the web_fetch tool to answer the prompt. Review today's top 10 launches on https://www.producthunt.com/. Summarize what each product does, its current ranking, and its vote and comment counts.
E0002 · turn 1 · tool call · web_fetch · dispatch toolu_01F1hPT2HNgv7DJc31RfZzZ6
{"dispatch_id": "toolu_01F1hPT2HNgv7DJc31RfZzZ6", "handle": "", "panel_kind": "web_fetch", "parent_dispatch_id": "", "tool_input": {"brief": "Today's top 10 launches with votes and comments", "max_age_seconds": 3600, "url": "https://www.producthunt.com/"}, "tool_name": "web_fetch"}
E0003 · turn 1 · tool progress · web_fetch · dispatch toolu_01F1hPT2HNgv7DJc31RfZzZ6
{"dispatch_id": "toolu_01F1hPT2HNgv7DJc31RfZzZ6", "elapsed": null, "error": "", "fields": {"progress": {"message": "Today's top 10 launches with votes and comments", "metadata": {"browser_chain": false, "url": "https://www.producthunt.com/"}}, "status": "running", "updatedAt": 1789168226857}, "result": null, "status": "running", "tool_name": "web_fetch"}
E0004 · turn 1 · tool failure · web_fetch · dispatch toolu_01F1hPT2HNgv7DJc31RfZzZ6
{"dispatch_id": "toolu_01F1hPT2HNgv7DJc31RfZzZ6", "elapsed": 30.041684998, "error": "", "result": {"error": "Parallel Extract: request failed", "error_code": "FALLBACK_ERROR", "success": false}, "status": "failed", "tool_name": "web_fetch"}
E0005 · turn 1 · tool call · web_fetch · dispatch toolu_01PQq11xuc5V2L3CKwPDkHNe
{"dispatch_id": "toolu_01PQq11xuc5V2L3CKwPDkHNe", "handle": "", "panel_kind": "web_fetch", "parent_dispatch_id": "", "tool_input": {"brief": "Today's top 10 launches with votes and comments", "max_age_seconds": 3600, "url": "https://www.producthunt.com/"}, "tool_name": "web_fetch"}
E0006 · turn 1 · tool progress · web_fetch · dispatch toolu_01PQq11xuc5V2L3CKwPDkHNe
{"dispatch_id": "toolu_01PQq11xuc5V2L3CKwPDkHNe", "elapsed": null, "error": "", "fields": {"progress": {"message": "Today's top 10 launches with votes and comments", "metadata": {"browser_chain": false, "url": "https://www.producthunt.com/"}}, "status": "running", "updatedAt": 1789168259983}, "result": null, "status": "running", "tool_name": "web_fetch"}
E0007 · turn 1 · tool result · web_fetch · dispatch toolu_01PQq11xuc5V2L3CKwPDkHNe
{"dispatch_id": "toolu_01PQq11xuc5V2L3CKwPDkHNe", "elapsed": 0.151305164, "error": "", "result": {"content": "# Top Products Launching Today\n\nAnysite.io\n\n1\\. Anysite.io Build and enrich B2B lists by chatting to your agent\n\nPromoted\n\nSales • Marketing • Developer Tools\n\n150 396\n\nLoqua\n\n2\\. Loqua Speak naturally and move from thoughts to being done\n\nPromoted\n\nProductivity • Artificial Intelligence • Audio\n\n87 351\n\nRaycast 2.0\n\n3\\. Raycast 2.0 The next generation of Raycast is here\n\nPromoted\n\nMac • Productivity • Developer Tools\n\n14 277\n\nWisry \n\n4\\. Wisry Clone the ads already winning in your market, at scale\n\nPromoted\n\nMarketing • Artificial Intelligence • E-Commerce\n\n19 246\n\nSurveyMonkey\n\nCline Desktop App\n\n5\\. Cline Desktop App An open-source app for open-weight models\n\nPromoted\n\nTask Management • Software Engineering • Artificial Intelligence\n\n16 225\n\nGet the best launches in your inbox\n\nGet the day's best launches in your inbox\n\n350K+ subscribers · Daily\n\nSubscribe\n\n×\n\neasyspecs.ai\n\n6\\. easyspecs.ai The spec review platform\n\nPromoted\n\nSaaS • Developer Tools • Development\n\n23 143\n\nSliick\n\n7\\. Sliick Free 3D mockups for your screenshots and videos\n\nPromoted\n\nDesign Tools • Marketing\n\n8 129\n\nDevin Voice\n\n8\\. Devin Voice You say it, Devin ships it\n\nPromoted\n\nProductivity • Developer Tools • Artificial Intelligence\n\n1 117\n\nMoji\n\n9\\. Moji Open Markdown files like PDFs.\n\nPromoted\n\nPC • Productivity • Open Source\n\n7 100\n\nChatHop\n\n10\\. ChatHop Take your conversation anywhere.\n\nPromoted\n\nChrome Extensions • Productivity • Artificial Intelligence\n\n7 96\n\nchat-recall\n\n11\\. chat-recall Ctrl+F for every conversation you've had with an AI\n\nPromoted\n\nDeveloper Tools • Artificial Intelligence • Security\n\n13 94\n\nsizeless\n\n12\\. sizeless Spatial AI for underground infrastructure\n\nPromoted\n\nArtificial Intelligence • Tech\n\n6 92\n\nDesign Studio by Monday Merch\n\n13\\. Design Studio by Monday Merch A browser canvas to design merch with over 1.000+ products\n\nPromoted\n\nDesign Tools\n\n16 89\n\nGLYPH Immersive\n\n14\\. GLYPH Immersive a free tool for modular grid lettering\n\nPromoted\n\nDesign Tools • Art • Typography\n\n1 83\n\nCadenya\n\n15\\. Cadenya A hosted agentic loop to bring agentic possibilities to life\n\nPromoted\n\nAPI • Developer Tools • Artificial Intelligence\n\n2 83\n\nAccordio\n\n16\\. Accordio Give Claude the admin tools is missing\n\nPromoted\n\nProductivity • Meetings • Artificial Intelligence\n\n4 79\n\nJackalope\n\n17\\. Jackalope Codex, Claude Code, Grok, + OpenCode in one shared workspace\n\nPromoted\n\nProductivity • Developer Tools • Artificial Intelligence\n\n2 78\n\nFormesign\n\n18\\. Formesign Add legally binding signature to your Google Form\n\nPromoted\n\nProductivity • SaaS • Legal\n\n2 77\n\nSpaces\n\n19\\. Spaces One shared space where your team and AI agents work\n\nPromoted\n\nProductivity • Developer Tools • Artificial Intelligence\n\n1 77\n\nTIM PG\n\n20\\. TIM PG Anonymize sensitive data before pasting into AI tools\n\nPromoted\n\nProductivity • Privacy • Artificial Intelligence\n\n7 76\n\nLiveGrid\n\n21\\. LiveGrid Watch multiple live streams at once, never miss a thing\n\nPromoted\n\nSports • Streaming Services\n\n2 71\n\nSee all of today's products\n\nTines\n\n## Yesterday's Top Products\n\nTypewise Nova\n\n1\\. Typewise Nova AI customer experience that builds and improves itself\n\nPromoted\n\nCustomer Communication • SaaS • Artificial Intelligence\n\n61 340\n\nAI Observability by OpenObserve\n\n2\\. AI Observability by OpenObserve OpenTelemetry-native observability for agents and LLMs\n\nPromoted\n\nDeveloper Tools • Artificial Intelligence • Tech\n\n115 304\n\niPhone Duo\n\n3\\. iPhone Duo The largest iPhone display ever. In a thin, foldable design.\n\nPromoted\n\niOS • Apple\n\n21 274\n\nAirPods 5\n\n4\\. AirPods 5 1\\.5x Active Noise Cancellation, AI Siri, Live Translation\n\nPromoted\n\nWearables • Apple\n\n1 209\n\nLive Captions by Subanana\n\n5\\. Live Captions by Subanana Your whole audience follows, in their own language\n\nPromoted\n\nProductivity • Education • Artificial Intelligence\n\n29 180\n\nSee all of yesterday's top products\n\n## Last Week's Top Products\n\nKilo Code for JetBrains\n\n1\\. Kilo Code for JetBrains Fully native, open-source coding agent built for JetBrains\n\nPromoted\n\nOpen Source • Software Engineering • Developer Tools\n\n99 535\n\nMonid\n\n2\\. Monid OpenRouter for agent tools\n\nPromoted\n\nAPI • Developer Tools • Artificial Intelligence\n\n57 495\n\nGPT-6 Astra\n\n3\\. GPT-6 Astra OpenAI's most capable model for end-to-end work\n\nPromoted\n\nProductivity • Developer Tools • Artificial Intelligence\n\n20 494\n\nBrowzer\n\n4\\. Browzer Put your technical content on autopilot\n\nPromoted\n\nMarketing • Developer Tools • GitHub\n\n51 440\n\nComputable GPU Index (CGI)\n\n5\\. Computable GPU Index (CGI) The first open-source price index for GPU compute\n\nPromoted\n\nOpen Source • Fintech • Money\n\n76 438\n\nGet the best launches in your inbox\n\nGet the day's best launches in your inbox\n\n350K+ subscribers · Daily\n\nSubscribe\n\n×\n\nSee all of last week's top products\n\n## Last Month's Top Products\n\nClipto MCP\n\n1\\. Clipto MCP Let agents source clips from terabytes of your local video\n\nPromoted\n\nProductivity • Search • Video\n\n165 653\n\nHey Noah\n\n2\\. Hey Noah A proactive AI executive assistant for founders\n\nPromoted\n\nProductivity • Calendar • Artificial Intelligence\n\n104 656\n\nAdAnt AI\n\n3\\. AdAnt AI Claude for viral, high-converting social ads\n\nPromoted\n\nSocial Media • Marketing • Artificial Intelligence\n\n91 612\n\nDograh\n\n3\\. Dograh The open source VAPI alternative\n\nPromoted\n\nOpen Source • Developer Tools • GitHub\n\n205 597\n\nAstute\n\n5\\. Astute Automate your B2B brand going viral, with new media creators\n\nPromoted\n\nSocial Media • Marketing • Artificial Intelligence\n\n179 601\n\nSee all of last month's top products\n\nUpcoming events Launch on a featured day and ride extra momentum from the community.\n\n[Sep 18 GPT-6 Astra Challenge Build something ambitious with GPT-6 Astra Submit for a chance to win a free ChatGPT Pro subscription and more.](https://www.producthunt.com/contests/gpt-6-astra-challenge?ref=%5BREDACTED%5D)\n\nTrending Forum Threads\n\nProduct Hunt p/producthunt Product Hunt Teams Up With OpenAIDevs for the GPT-6 Astra Challenge!\n\nUpvote (20) • 5 • 10 online\n\np/general When is the right time to launch on Product Hunt?\n\nUpvote (750) • 626 • 5 online\n\nRunEvr p/runevr 🤹 What Can Claude Skills Automate?\n\nUpvote (74) • 29\n\nRunEvr p/runevr 🎨 Do solo makers need a UI/UX designer?\n\nUpvote (400) • 210\n\nView all Start new thread", "content_length": 6424, "fetched_via": "parallel", "success": true, "title": "Product Hunt – The best new products in tech.", "url": "https://www.producthunt.com/"}, "status": "completed", "tool_name": "web_fetch"}
E0008 · turn 1 · tool call · web_fetch · dispatch toolu_01J87yjMh2eixaSnWyH57m9E
{"dispatch_id": "toolu_01J87yjMh2eixaSnWyH57m9E", "handle": "", "panel_kind": "web_fetch", "parent_dispatch_id": "", "tool_input": {"brief": "Daily leaderboard for today", "max_age_seconds": 3600, "url": "https://www.producthunt.com/leaderboard/daily/2026/9/11"}, "tool_name": "web_fetch"}
E0009 · turn 1 · tool progress · web_fetch · dispatch toolu_01J87yjMh2eixaSnWyH57m9E
{"dispatch_id": "toolu_01J87yjMh2eixaSnWyH57m9E", "elapsed": null, "error": "", "fields": {"progress": {"message": "Daily leaderboard for today", "metadata": {"browser_chain": false, "url": "https://www.producthunt.com/leaderboard/daily/2026/9/11"}}, "status": "running", "updatedAt": 1789168259986}, "result": null, "status": "running", "tool_name": "web_fetch"}
E0010 · turn 1 · tool result · web_fetch · dispatch toolu_01J87yjMh2eixaSnWyH57m9E
{"dispatch_id": "toolu_01J87yjMh2eixaSnWyH57m9E", "elapsed": 0.122132491, "error": "", "result": {"content": "<html><head><meta name=\"color-scheme\" content=\"light dark\"></head><body><pre style=\"word-wrap: break-word; white-space: pre-wrap;\"># Best of Product Hunt: September 11, 2026\n\nScores and rank reflect how the Product Hunt community engages with each launch through voting, discussion, and overall activity.\n\n**Note:** Score is the current active score as of now, while rank reflects ordering by score at the end of the viewed period.\n\n- Canonical URL: https://www.producthunt.com/leaderboard/daily/2026/9/11\n\n## Top launches\n\n1. Anysite.io - Build and enrich B2B lists by chatting to your agent\n - Description: Anysite.io is a B2B data layer living in your favorite AI agent. Ask your agent for the list you need — companies by geo, industry, and size; the people inside them; their current job titles and emails — and Anysite.io returns it. No queries to write, no scrapers to maintain. Works over MCP or REST API inside Claude, Codex, Cursor, OpenCode, and other agents. Plug in and launch your outbound data collection the same day.\n - Score: 396\n - Comments: 150\n - Product Hunt page: https://www.producthunt.com/products/anysite\n - External URL: https://anysite.io\n - Launch tags: [Sales](https://www.producthunt.com/topics/sales), [Marketing](https://www.producthunt.com/topics/marketing), [Developer Tools](https://www.producthunt.com/topics/developer-tools)\n - Categories: [Lead generation software](https://www.producthunt.com/categories/lead-generation), [Sales enablement](https://www.producthunt.com/categories/sales-enablement), [AI sales tools](https://www.producthunt.com/categories/ai-sales-tools)\n2. Loqua - Speak naturally and move from thoughts to being done\n - Description: Your thoughts shouldn’t have to slow down for a keyboard. With Loqua, you can speak naturally to turn rough ideas into ready-to-use writing, understand what’s on your screen, listen when you’d rather not read, and move work forward by voice - from rewriting and translation to scheduling and coding workflows. Less typing, less context switching, more time in flow.\n - Score: 351\n - Comments: 87\n - Product Hunt page: https://www.producthunt.com/products/loqua\n - External URL: https://www.theloqua.ai/\n - Launch tags: [Productivity](https://www.producthunt.com/topics/productivity), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence), [Audio](https://www.producthunt.com/topics/audio)\n - Categories: [AI Dictation Apps](https://www.producthunt.com/categories/ai-dictation-apps)\n3. Raycast 2.0 - The next generation of Raycast is here\n - Description: A collection of powerful productivity tools all within an extendable launcher. Fast, ergonomic and reliable.\n - Score: 276\n - Comments: 14\n - Product Hunt page: https://www.producthunt.com/products/raycast\n - External URL: https://raycast.com\n - Launch tags: [Mac](https://www.producthunt.com/topics/mac), [Productivity](https://www.producthunt.com/topics/productivity), [Developer Tools](https://www.producthunt.com/topics/developer-tools)\n - Categories: [Productivity](https://www.producthunt.com/categories/productivity), [Automation tools](https://www.producthunt.com/categories/automation), [App switcher](https://www.producthunt.com/categories/app-switcher)\n4. Wisry - Clone the ads already winning in your market, at scale\n - Description: AI agents that run the whole play: scan the Meta and TikTok ad libraries for the ads already winning in your market, clone them into your brand as static and video ads, and launch to Meta and Google, optimized for ROAS. Winning ads, without the guesswork.\n - Score: 246\n - Comments: 19\n - Product Hunt page: https://www.producthunt.com/products/wisry\n - External URL: https://wisry.ai\n - Launch tags: [Marketing](https://www.producthunt.com/topics/marketing), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence), [E-Commerce](https://www.producthunt.com/topics/e-commerce)\n - Categories: [Advertising tools](https://www.producthunt.com/categories/advertising-tools), [Marketing automation platforms](https://www.producthunt.com/categories/marketing-automation), [AI Generative Media](https://www.producthunt.com/categories/ai-generative-media)\n5. Cline Desktop App - An open-source app for open-weight models\n - Description: The open source coding agent that takes over your editor, terminal, and browser to complete work autonomously.\n - Score: 224\n - Comments: 16\n - Product Hunt page: https://www.producthunt.com/products/cline-4\n - External URL: https://cline.bot\n - Launch tags: [Task Management](https://www.producthunt.com/topics/task-management), [Software Engineering](https://www.producthunt.com/topics/software-engineering), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence)\n - Categories: [AI Coding Agents](https://www.producthunt.com/categories/ai-coding-agents), [AI Code Editors](https://www.producthunt.com/categories/ai-code-editors)\n6. easyspecs.ai - The spec review platform\n - Description: The gap between 1.5x and 100x isn't speed, it's trust!! AI agents generate code 100x faster than humans write it. But your team can't review it all. EasySpecs documents undocumented codebases and turns them into trustworthy specifications, so spec review becomes your new merge request review. Ground your agents in reality. Scale agentic development without babysitting. Document the foundation once. Review specs including Oracles and Rubrics and Ship code you actually verified.\n - Score: 143\n - Comments: 23\n - Product Hunt page: https://www.producthunt.com/products/easyspecs-ai\n - External URL: https://easyspecs.ai/\n - Launch tags: [SaaS](https://www.producthunt.com/topics/saas), [Developer Tools](https://www.producthunt.com/topics/developer-tools), [Development](https://www.producthunt.com/topics/development)\n - Categories: [Knowledge base software](https://www.producthunt.com/categories/knowledge-base)\n7. Sliick - Free 3D mockups for your screenshots and videos\n - Description: Turn screenshots and videos into beautiful 3D device mockups, right in your browser. Choose a scene, customize shapes and colors, adjust the camera, and add motion. Export images or videos for free, with no account or watermark. Your media stays on your device. Made by Liinks.\n - Score: 129\n - Comments: 8\n - Product Hunt page: https://www.producthunt.com/products/sliick\n - External URL: https://sliick.co/\n - Launch tags: [Design Tools](https://www.producthunt.com/topics/design-tools), [Marketing](https://www.producthunt.com/topics/marketing)\n - Categories: [Design mockups](https://www.producthunt.com/categories/design-mockups)\n8. Devin Voice - You say it, Devin ships it\n - Description: Devin Voice lets you talk to Devin, Cognition's AI software engineer, and have it ship the work. Speak a task out loud and Devin plans, codes, and delivers. Powered by GPT-Live for natural conversation, with Cognition's new SWE-2 coding model under the hood. Try Devin at https://devin.ai.\n - Score: 115\n - Comments: 1\n - Product Hunt page: https://www.producthunt.com/products/devin-voice\n - External URL: https://docs.devin.ai/work-with-devin/voice-mode\n - Launch tags: [Productivity](https://www.producthunt.com/topics/productivity), [Developer Tools](https://www.producthunt.com/topics/developer-tools), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence)\n - Categories: [AI Engineer](https://www.producthunt.com/categories/ai-engineer), [Realtime Voice AI](https://www.producthunt.com/categories/realtime-voice-ai)\n9. Moji - Open Markdown files like PDFs.\n - Description: Open Markdown like a document: fast, clean, and distraction-free. Moji is a lightweight reader and editor for Windows, macOS, and Linux, with live preview, Mermaid diagrams, and PDF, HTML, and PNG export.\n - Score: 100\n - Comments: 7\n - Product Hunt page: https://www.producthunt.com/products/moji-2\n - External URL: https://alexishida.com/moji\n - Launch tags: [PC](https://www.producthunt.com/topics/pc), [Productivity](https://www.producthunt.com/topics/productivity), [Open Source](https://www.producthunt.com/topics/open-source)\n - Categories: [Note and writing apps](https://www.producthunt.com/categories/notes-documents)\n10. ChatHop - Take your conversation anywhere.\n - Description: Move your AI conversation to another assistant mid-thought, context included. Copy the whole chat as plain text or Markdown. Start with 20 free uses every month.\n - Score: 96\n - Comments: 7\n - Product Hunt page: https://www.producthunt.com/products/chathop\n - External URL: https://chathop.tech\n - Launch tags: [Chrome Extensions](https://www.producthunt.com/topics/chrome-extensions), [Productivity](https://www.producthunt.com/topics/productivity), [Artificial Intelligence](https://www.producthunt.com/topics/artificial-intelligence)\n\n## Quick navigation\n\n- Previous daily: https://www.producthunt.com/leaderboard/daily/2026/9/10\n- Next daily: N/A\n- Week containing this period: https://www.producthunt.com/leaderboard/weekly/2026/37\n- Month containing this period: https://www.producthunt.com/leaderboard/monthly/2026/9\n- Year containing this period: https://www.producthunt.com/leaderboard/yearly/2026\n\n## Guidance\n\n- For broader Product Hunt context, see https://www.producthunt.com/llms.txt</pre></body></html>", "content_length": 9460, "fetched_via": "parallel", "success": true, "title": "Top launches", "url": "https://www.producthunt.com/leaderboard/daily/2026/9/11"}, "status": "completed", "tool_name": "web_fetch"}
E0011 · turn 1 · tool call · send_message · dispatch toolu_01TUhtd6N7qcob5dxT3vwcpB
{"dispatch_id": "toolu_01TUhtd6N7qcob5dxT3vwcpB", "handle": "", "panel_kind": "", "parent_dispatch_id": "", "tool_input": {"final": true, "in_response_to": "b04796e5", "message": "Today's top 10 on [Product Hunt](https://www.producthunt.com/leaderboard/daily/2026/9/11) (votes = score, as of now):\n\n| # | Product | What it does | Votes | Comments |\n|---|---------|--------------|-------|----------|\n| 1 | [Anysite.io](https://www.producthunt.com/products/anysite) | B2B data layer inside your AI agent: ask for companies, people, titles, emails via MCP or REST | 396 | 150 |\n| 2 | [Loqua](https://www.producthunt.com/products/loqua) | Voice-first assistant that turns spoken thoughts into writing, reads your screen, runs tasks | 351 | 87 |\n| 3 | [Raycast 2.0](https://www.producthunt.com/products/raycast) | Next gen of the extendable Mac productivity launcher | 276 | 14 |\n| 4 | [Wisry](https://www.producthunt.com/products/wisry) | Agents scan Meta/TikTok ad libraries, clone winning ads into your brand, launch them | 246 | 19 |\n| 5 | [Cline Desktop App](https://www.producthunt.com/products/cline-4) | Open-source coding agent app for open-weight models, drives editor, terminal, browser | 224 | 16 |\n| 6 | [easyspecs.ai](https://www.producthunt.com/products/easyspecs-ai) | Documents codebases into specs so spec review replaces reviewing AI-written code | 143 | 23 |\n| 7 | [Sliick](https://www.producthunt.com/products/sliick) | Free browser tool for 3D device mockups of screenshots and videos, no watermark | 129 | 8 |\n| 8 | [Devin Voice](https://www.producthunt.com/products/devin-voice) | Talk to Devin and it plans, codes, and ships the task | 115 | 1 |\n| 9 | [Moji](https://www.producthunt.com/products/moji-2) | Lightweight Markdown reader/editor with live preview, Mermaid, PDF/HTML/PNG export | 100 | 7 |\n| 10 | [ChatHop](https://www.producthunt.com/products/chathop) | Chrome extension that moves an AI chat to another assistant with context intact | 96 | 7 |\n\nHeavy AI-agent and dev-tooling day; only Sliick and Moji sit outside that."}, "tool_name": "send_message"}
E0012 · turn 1 · assistant message
### Product Hunt top 10 today · votes and comments | # | Product | What it does | Votes | Comments | |---|---------|--------------|-------|----------| | 1 | [Anysite.io](https://www.producthunt.com/products/anysite) | B2B data layer inside your AI agent: ask for companies, people, titles, emails via MCP or REST | 396 | 150 | | 2 | [Loqua](https://www.producthunt.com/products/loqua) | Voice-first assistant that turns spoken thoughts into writing, reads your screen, runs tasks | 351 | 87 | | 3 | [Raycast 2.0](https://www.producthunt.com/products/raycast) | Next gen of the extendable Mac productivity launcher | 276 | 14 | | 4 | [Wisry](https://www.producthunt.com/products/wisry) | Agents scan Meta/TikTok ad libraries, clone winning ads into your brand, launch them | 246 | 19 | | 5 | [Cline Desktop App](https://www.producthunt.com/products/cline-4) | Open-source coding agent app for open-weight models, drives editor, terminal, browser | 224 | 16 | | 6 | [easyspecs.ai](https://www.producthunt.com/products/easyspecs-ai) | Documents codebases into specs so spec review replaces reviewing AI-written code | 143 | 23 | | 7 | [Sliick](https://www.producthunt.com/products/sliick) | Free browser tool for 3D device mockups of screenshots and videos, no watermark | 129 | 8 | | 8 | [Devin Voice](https://www.producthunt.com/products/devin-voice) | Talk to Devin and it plans, codes, and ships the task | 115 | 1 | | 9 | [Moji](https://www.producthunt.com/products/moji-2) | Lightweight Markdown reader/editor with live preview, Mermaid, PDF/HTML/PNG export | 100 | 7 | | 10 | [ChatHop](https://www.producthunt.com/products/chathop) | Chrome extension that moves an AI chat to another assistant with context intact | 96 | 7 |
E0013 · turn 1 · assistant message
AI agents and dev tools own the day—only Sliick and Moji break that pattern.