Social Momentum Intelligence — Cross-Platform Topic Tracker

x402

Social Momentum Intelligence — Cross-Platform Topic Tracker is a paid API for AI agents from the-stall.intuitek.ai, paid per call via x402, $0.008/call, status unknown (last checked 2026-09-15).

Aggregates real-time social momentum signals for any topic across Hacker News, GitHub, and Reddit within a configurable time window

Price / call$0.008

Seller volume →—

Success—

StatusUnknown

How this service works

Cross-platform social momentum for any topic. Queries Reddit (recent top posts), Hacker News (recent stories), and GitHub (active repos) in parallel and returns a composite momentum score (0–100) plus raw results from each platform. Single call replaces three separate searches. Use before committing to research, writing, or trading: 'is this topic gaining traction right now?' No API keys required.

Output

Returns ranked lists of Hacker News stories, GitHub repositories, and Reddit posts related to the queried topic within the specified lookback window, with engagement signals (upvotes, comments, stars, etc.) that indicate momentum and community interest.

Example use cases

Example prompt

“Pull the social momentum for 'LLM agents' across Hacker News, GitHub, and Reddit over the past 48 hours — show me up to 15 stories from each platform and restrict Reddit to the MachineLearning and artificial subreddits.”

Technical details

Endpoint

GEThttps://the-stall.intuitek.ai/cap/social-momentum

When to prefer

Use this endpoint when you need a multi-platform, real-time snapshot of developer and community interest around a specific topic, keyword, or entity — especially when comparing momentum across HN (tech commentary), GitHub (code activity), and Reddit (broad community discussion) simultaneously. Prefer this over single-platform scrapers when cross-community signal is important, or when you need configurable time windows (1–168 hours) to compare short-term spikes vs. sustained interest. Ideal for research agents, trend-monitoring pipelines, and competitive intelligence tasks that require no API keys and can pay per-call in USDC.

Side effects

Missing required 'topic' query parameter returns 400 error
window_hours outside 1–168 range returns validation error
reddit_subreddits array exceeding 5 items rejected
Platform API rate limits or downtime may yield partial results for one source
Very niche topics may return empty or sparse results
Payment of 0.008 USDC on Base mainnet required; unpaid requests return HTTP 402

Input

{
  "input": {
    "type": "http",
    "method": "GET",
    "queryParams": {
      "topic": "artificial intelligence",
      "hn_limit": 10,
      "github_limit": 10,
      "reddit_limit": 10,
      "window_hours": 24
    }
  }
}

Schema · Request body

Field	Type	Description
required	string
properties	string

Output

{
  "hn": {
    "stories": [
      {
        "url": "https://artificialanalysis.ai/articles/glm-5-2-is-the-new-leading-open-weights-model-on-the-artificial-analysis-intelligence-index",
        "hn_id": "48567759",
        "title": "GLM-5.2 is the new leading open weights model on Artificial Analysis",
        "author": "himata4113",
        "points": 834,
        "comments": 402,
        "created_at": "2026-06-17T09:12:00Z"
      },
      {
        "url": "https://www.tomshardware.com/tech-industry/artificial-intelligence/huawei-led-team-claims-it-post-trained-deepseeks-1-6-trillion-parameter-models-on-ascend-910c-chips",
        "hn_id": "48573079",
        "title": "DeepSeek v4 Pro 1.6T model post-trained by Huawei on 1000 Ascend 910C chips",
        "author": "theanonymousone",
        "points": 20,
        "comments": 2,
        "created_at": "2026-06-17T16:49:02Z"
      },
      {
        "url": "https://equitablegrowth.org/research-paper/lessons-from-past-trade-adjustment-policies-to-support-displaced-workers-in-the-era-of-artificial-intelligence/",
        "hn_id": "48577660",
        "title": "Lessons from past policies to support displaced workers in era of AI",
        "author": "pseudolus",
        "points": 1,
        "comments": 0,
        "created_at": "2026-06-17T22:11:41Z"
      }
    ],
    "story_count": 3,
    "total_points": 855
  },
  "topic": "artificial intelligence",
  "github": {
    "repos": [
      {
        "url": "https://github.com/wppconnect-team/wppconnect",
        "stars": 3341,
        "language": "TypeScript",
        "full_name": "wppconnect-team/wppconnect",
        "pushed_at": "2026-06-18T06:01:41Z",
        "description": "WPPConnect is an open source project developed by the JavaScript community with the aim of exporting functions from WhatsApp Web to the node, which ca"
      },
      {
        "url": "https://github.com/AspirinCode/awesome-AI4MolConformation-MD",
        "stars": 297,
        "language": null,
        "full_name": "AspirinCode/awesome-AI4MolConformation-MD",
        "pushed_at": "2026-06-18T06:16:39Z",
        "description": "List of molecules (small molecules, RNA, peptide, protein, enzymes, antibody,  and PPIs)  conformations and molecular dynamics (force fields) using ge"
      },
      {
        "url": "https://github.com/TheCodeTraveler/HackerNews",
        "stars": 279,
        "language": "C#",
        "full_name": "TheCodeTraveler/HackerNews",
        "pushed_at": "2026-06-18T02:20:06Z",
        "description": "A .NET MAUI app for displaying the top posts on Hacker News that demonstrates text sentiment analysis gathered using artificial intelligence"
      },
      {
        "url": "https://github.com/hongsong-wang/CV_Paper_Portal",
        "stars": 261,
        "language": null,
        "full_name": "hongsong-wang/CV_Paper_Portal",
        "pushed_at": "2026-06-18T01:10:05Z",
        "description": "Paper Portal for Top Conferences in the Field of Computer Vision and Artificial intelligence"
      },
      {
        "url": "https://github.com/Mobile-Artificial-Intelligence/llama_sdk",
        "stars": 117,
        "language": "C++",
        "full_name": "Mobile-Artificial-Intelligence/llama_sdk",
        "pushed_at": "2026-06-18T00:56:46Z",
        "description": "lcpp is a dart implementation of llama.cpp used by the mobile artificial intelligence distribution (maid)"
      },
      {
        "url": "https://github.com/Hazrat-Ali9/AI-ML-Core-Foundations",
        "stars": 52,
        "language": "Jupyter Notebook",
        "full_name": "Hazrat-Ali9/AI-ML-Core-Foundations",
        "pushed_at": "2026-06-18T04:11:15Z",
        "description": "🚂 AI ✈ ML 🛫 Core 🛳 Foundations 🚁 is a 🧸 comprehensive 🚋 that 🎁 provides 🚞 a solid 🚀 starting point 🛩 Artificial 🚟 Intelligence 🛸 and Machi"
      },
      {
        "url": "https://github.com/KAUST-Academy/Artificial-Intelligence-Courses",
        "stars": 15,
        "language": "Jupyter Notebook",
        "full_name": "KAUST-Academy/Artificial-Intelligence-Courses",
        "pushed_at": "2026-06-18T03:58:07Z",
        "description": null
      },
      {
        "url": "https://github.com/Paul-B98/lecture-ai-basics",
        "stars": 15,
        "language": "Jupyter Notebook",
        "full_name": "Paul-B98/lecture-ai-basics",
        "pushed_at": "2026-06-18T06:23:03Z",
        "description": "Course content for the elective Artificial Intelligence I, covering foundational AI concepts and applied exercises."
      },
      {
        "url": "https://github.com/jannatul-fredaues/AquaVision-AI",
        "stars": 12,
        "language": "Python",
        "full_name": "jannatul-fredaues/AquaVision-AI",
        "pushed_at": "2026-06-18T06:13:49Z",
        "description": "AquaVision AI is a deep learning-powered aquarium fish classification system that identifies fish species from images using computer vision and artifi"
      },
      {
        "url": "https://github.com/Paul-B98/lecture-ai-advanced",
        "stars": 6,
        "language": "Jupyter Notebook",
        "full_name": "Paul-B98/lecture-ai-advanced",
        "pushed_at": "2026-06-18T06:20:40Z",
        "description": "Course content for the elective Artificial Intelligence II, focusing on advanced methods and hands-on AI applications."
      }
    ],
    "repo_count": 10,
    "total_stars": 4395
  },
  "reddit": {
    "posts": [
      {
        "url": "https://reddit.com/r/ChatGPT/comments/1kju1t0/people_dont_seem_to_understand_how_easy_it_is_to/",
        "score": 3001,
        "title": "People don't seem to understand how easy it is to pick out content written by AI",
        "author": "obvithrowaway34434",
        "comments": 237,
        "subreddit": "ChatGPT",
        "created_utc": "2025-05-11T05:59:05.000Z"
      },
      {
        "url": "https://reddit.com/r/TopCharacterTropes/comments/1kmbm87/loved_trope_artificial_intelligence_that_is/",
        "score": 1862,
        "title": "[loved trope] artificial intelligence that is heroic or more adamant to protect rather than destroy",
        "author": "Tpiehsy0",
        "comments": 290,
        "subreddit": "TopCharacterTropes",
        "created_utc": "2025-05-14T10:18:53.000Z"
      },
      {
        "url": "https://reddit.com/r/Catholicism/comments/1kjc32o/pope_leo_xiv_confirms_rerum_novarum_as_the_main/",
        "score": 1231,
        "title": "Pope Leo XIV confirms \"Rerum Novarum\" as the main reason for his name choice, and affirms Vatican II.",
        "author": "Dear-Opportunity1533",
        "comments": 198,
        "subreddit": "Catholicism",
        "created_utc": "2025-05-10T14:51:42.000Z"
      },
      {
        "url": "https://reddit.com/r/Futurology/comments/1kkavuj/tone_deaf_us_tech_company_responsible_for_global/",
        "score": 789,
        "title": "‘Tone deaf’: US tech company responsible for global IT outage to cut jobs and use AI | Software - CrowdStrike CEO announces 5% of workforce to be slashed globally, citing artificial intelligence effic",
        "author": "Gari_305",
        "comments": 29,
        "subreddit": "Futurology",
        "created_utc": "2025-05-11T20:44:31.000Z"
      },
      {
        "url": "https://reddit.com/r/neoliberal/comments/1kjhais/pope_leo_xiv_lays_out_vision_of_papacy_and/",
        "score": 675,
        "title": "Pope Leo XIV lays out vision of papacy and identifies AI as a main challenge for humanity",
        "author": "John3262005",
        "comments": 174,
        "subreddit": "neoliberal",
        "created_utc": "2025-05-10T18:45:25.000Z"
      },
      {
        "url": "https://reddit.com/r/YouShouldKnow/comments/1kmfz3x/ysk_scam_callers_can_easily_find_your_leaked/",
        "score": 659,
        "title": "YSK: Scam callers can easily find your leaked personal info and use it to deceive you",
        "author": "FormStriking1",
        "comments": 47,
        "subreddit": "YouShouldKnow",
        "created_utc": "2025-05-14T14:03:16.000Z"
      },
      {
        "url": "https://reddit.com/r/HFY/comments/1kitfij/nova_wars_140/",
        "score": 647,
        "title": "Nova Wars - 140",
        "author": "Ralts_Bloodthorne",
        "comments": 137,
        "subreddit": "HFY",
        "created_utc": "2025-05-09T21:09:43.000Z"
      },
      {
        "url": "https://reddit.com/r/ArtificialInteligence/comments/1kowm4j/honest_and_candid_observations_from_a_data/",
        "score": 605,
        "title": "Honest and candid observations from a data scientist on this sub",
        "author": "disaster_story_69",
        "comments": 348,
        "subreddit": "ArtificialInteligence",
        "created_utc": "2025-05-17T16:10:27.000Z"
      },
      {
        "url": "https://reddit.com/r/xmen/comments/1kk8r3e/pope_leo_xiv_names_artificial_intelligence_as_the/",
        "score": 550,
        "title": "Pope Leo XIV names Artificial Intelligence as the biggest threat to humanity in his first address to cardinals",
        "author": "S-WordoftheMorning",
        "comments": 26,
        "subreddit": "xmen",
        "created_utc": "2025-05-11T19:11:48.000Z"
      },
      {
        "url": "https://reddit.com/r/TrueCrimeDiscussion/comments/1km2zv4/the_zizians_a_new_murderous_cult/",
        "score": 529,
        "title": "The Zizians: A New Murderous Cult",
        "author": "Canal-JOREM",
        "comments": 78,
        "subreddit": "TrueCrimeDiscussion",
        "created_utc": "2025-05-14T01:20:07.000Z"
      }
    ],
    "post_count": 10,
    "source_note": "Community-maintained archive (PullPush.io); may have 1–3 day indexing lag.",
    "total_score": 10548
  },
  "generated_at": "2026-06-18T06:29:10.212Z",
  "window_hours": 24,
  "momentum_label": "HOT",
  "momentum_score": 100
}

Reviews

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How this service works

Output

Technical details

Endpoint

GEThttps://the-stall.intuitek.ai/cap/social-momentum

When to prefer

Side effects

Missing required 'topic' query parameter returns 400 error
window_hours outside 1–168 range returns validation error
reddit_subreddits array exceeding 5 items rejected
Platform API rate limits or downtime may yield partial results for one source
Very niche topics may return empty or sparse results
Payment of 0.008 USDC on Base mainnet required; unpaid requests return HTTP 402

Input

{
  "input": {
    "type": "http",
    "method": "GET",
    "queryParams": {
      "topic": "artificial intelligence",
      "hn_limit": 10,
      "github_limit": 10,
      "reddit_limit": 10,
      "window_hours": 24
    }
  }
}

Schema · Request body

Field	Type	Description
required	string
properties	string

Output

{
  "hn": {
    "stories": [
      {
        "url": "https://artificialanalysis.ai/articles/glm-5-2-is-the-new-leading-open-weights-model-on-the-artificial-analysis-intelligence-index",
        "hn_id": "48567759",
        "title": "GLM-5.2 is the new leading open weights model on Artificial Analysis",
        "author": "himata4113",
        "points": 834,
        "comments": 402,
        "created_at": "2026-06-17T09:12:00Z"
      },
      {
        "url": "https://www.tomshardware.com/tech-industry/artificial-intelligence/huawei-led-team-claims-it-post-trained-deepseeks-1-6-trillion-parameter-models-on-ascend-910c-chips",
        "hn_id": "48573079",
        "title": "DeepSeek v4 Pro 1.6T model post-trained by Huawei on 1000 Ascend 910C chips",
        "author": "theanonymousone",
        "points": 20,
        "comments": 2,
        "created_at": "2026-06-17T16:49:02Z"
      },
      {
        "url": "https://equitablegrowth.org/research-paper/lessons-from-past-trade-adjustment-policies-to-support-displaced-workers-in-the-era-of-artificial-intelligence/",
        "hn_id": "48577660",
        "title": "Lessons from past policies to support displaced workers in era of AI",
        "author": "pseudolus",
        "points": 1,
        "comments": 0,
        "created_at": "2026-06-17T22:11:41Z"
      }
    ],
    "story_count": 3,
    "total_points": 855
  },
  "topic": "artificial intelligence",
  "github": {
    "repos": [
      {
        "url": "https://github.com/wppconnect-team/wppconnect",
        "stars": 3341,
        "language": "TypeScript",
        "full_name": "wppconnect-team/wppconnect",
        "pushed_at": "2026-06-18T06:01:41Z",
        "description": "WPPConnect is an open source project developed by the JavaScript community with the aim of exporting functions from WhatsApp Web to the node, which ca"
      },
      {
        "url": "https://github.com/AspirinCode/awesome-AI4MolConformation-MD",
        "stars": 297,
        "language": null,
        "full_name": "AspirinCode/awesome-AI4MolConformation-MD",
        "pushed_at": "2026-06-18T06:16:39Z",
        "description": "List of molecules (small molecules, RNA, peptide, protein, enzymes, antibody,  and PPIs)  conformations and molecular dynamics (force fields) using ge"
      },
      {
        "url": "https://github.com/TheCodeTraveler/HackerNews",
        "stars": 279,
        "language": "C#",
        "full_name": "TheCodeTraveler/HackerNews",
        "pushed_at": "2026-06-18T02:20:06Z",
        "description": "A .NET MAUI app for displaying the top posts on Hacker News that demonstrates text sentiment analysis gathered using artificial intelligence"
      },
      {
        "url": "https://github.com/hongsong-wang/CV_Paper_Portal",
        "stars": 261,
        "language": null,
        "full_name": "hongsong-wang/CV_Paper_Portal",
        "pushed_at": "2026-06-18T01:10:05Z",
        "description": "Paper Portal for Top Conferences in the Field of Computer Vision and Artificial intelligence"
      },
      {
        "url": "https://github.com/Mobile-Artificial-Intelligence/llama_sdk",
        "stars": 117,
        "language": "C++",
        "full_name": "Mobile-Artificial-Intelligence/llama_sdk",
        "pushed_at": "2026-06-18T00:56:46Z",
        "description": "lcpp is a dart implementation of llama.cpp used by the mobile artificial intelligence distribution (maid)"
      },
      {
        "url": "https://github.com/Hazrat-Ali9/AI-ML-Core-Foundations",
        "stars": 52,
        "language": "Jupyter Notebook",
        "full_name": "Hazrat-Ali9/AI-ML-Core-Foundations",
        "pushed_at": "2026-06-18T04:11:15Z",
        "description": "🚂 AI ✈ ML 🛫 Core 🛳 Foundations 🚁 is a 🧸 comprehensive 🚋 that 🎁 provides 🚞 a solid 🚀 starting point 🛩 Artificial 🚟 Intelligence 🛸 and Machi"
      },
      {
        "url": "https://github.com/KAUST-Academy/Artificial-Intelligence-Courses",
        "stars": 15,
        "language": "Jupyter Notebook",
        "full_name": "KAUST-Academy/Artificial-Intelligence-Courses",
        "pushed_at": "2026-06-18T03:58:07Z",
        "description": null
      },
      {
        "url": "https://github.com/Paul-B98/lecture-ai-basics",
        "stars": 15,
        "language": "Jupyter Notebook",
        "full_name": "Paul-B98/lecture-ai-basics",
        "pushed_at": "2026-06-18T06:23:03Z",
        "description": "Course content for the elective Artificial Intelligence I, covering foundational AI concepts and applied exercises."
      },
      {
        "url": "https://github.com/jannatul-fredaues/AquaVision-AI",
        "stars": 12,
        "language": "Python",
        "full_name": "jannatul-fredaues/AquaVision-AI",
        "pushed_at": "2026-06-18T06:13:49Z",
        "description": "AquaVision AI is a deep learning-powered aquarium fish classification system that identifies fish species from images using computer vision and artifi"
      },
      {
        "url": "https://github.com/Paul-B98/lecture-ai-advanced",
        "stars": 6,
        "language": "Jupyter Notebook",
        "full_name": "Paul-B98/lecture-ai-advanced",
        "pushed_at": "2026-06-18T06:20:40Z",
        "description": "Course content for the elective Artificial Intelligence II, focusing on advanced methods and hands-on AI applications."
      }
    ],
    "repo_count": 10,
    "total_stars": 4395
  },
  "reddit": {
    "posts": [
      {
        "url": "https://reddit.com/r/ChatGPT/comments/1kju1t0/people_dont_seem_to_understand_how_easy_it_is_to/",
        "score": 3001,
        "title": "People don't seem to understand how easy it is to pick out content written by AI",
        "author": "obvithrowaway34434",
        "comments": 237,
        "subreddit": "ChatGPT",
        "created_utc": "2025-05-11T05:59:05.000Z"
      },
      {
        "url": "https://reddit.com/r/TopCharacterTropes/comments/1kmbm87/loved_trope_artificial_intelligence_that_is/",
        "score": 1862,
        "title": "[loved trope] artificial intelligence that is heroic or more adamant to protect rather than destroy",
        "author": "Tpiehsy0",
        "comments": 290,
        "subreddit": "TopCharacterTropes",
        "created_utc": "2025-05-14T10:18:53.000Z"
      },
      {
        "url": "https://reddit.com/r/Catholicism/comments/1kjc32o/pope_leo_xiv_confirms_rerum_novarum_as_the_main/",
        "score": 1231,
        "title": "Pope Leo XIV confirms \"Rerum Novarum\" as the main reason for his name choice, and affirms Vatican II.",
        "author": "Dear-Opportunity1533",
        "comments": 198,
        "subreddit": "Catholicism",
        "created_utc": "2025-05-10T14:51:42.000Z"
      },
      {
        "url": "https://reddit.com/r/Futurology/comments/1kkavuj/tone_deaf_us_tech_company_responsible_for_global/",
        "score": 789,
        "title": "‘Tone deaf’: US tech company responsible for global IT outage to cut jobs and use AI | Software - CrowdStrike CEO announces 5% of workforce to be slashed globally, citing artificial intelligence effic",
        "author": "Gari_305",
        "comments": 29,
        "subreddit": "Futurology",
        "created_utc": "2025-05-11T20:44:31.000Z"
      },
      {
        "url": "https://reddit.com/r/neoliberal/comments/1kjhais/pope_leo_xiv_lays_out_vision_of_papacy_and/",
        "score": 675,
        "title": "Pope Leo XIV lays out vision of papacy and identifies AI as a main challenge for humanity",
        "author": "John3262005",
        "comments": 174,
        "subreddit": "neoliberal",
        "created_utc": "2025-05-10T18:45:25.000Z"
      },
      {
        "url": "https://reddit.com/r/YouShouldKnow/comments/1kmfz3x/ysk_scam_callers_can_easily_find_your_leaked/",
        "score": 659,
        "title": "YSK: Scam callers can easily find your leaked personal info and use it to deceive you",
        "author": "FormStriking1",
        "comments": 47,
        "subreddit": "YouShouldKnow",
        "created_utc": "2025-05-14T14:03:16.000Z"
      },
      {
        "url": "https://reddit.com/r/HFY/comments/1kitfij/nova_wars_140/",
        "score": 647,
        "title": "Nova Wars - 140",
        "author": "Ralts_Bloodthorne",
        "comments": 137,
        "subreddit": "HFY",
        "created_utc": "2025-05-09T21:09:43.000Z"
      },
      {
        "url": "https://reddit.com/r/ArtificialInteligence/comments/1kowm4j/honest_and_candid_observations_from_a_data/",
        "score": 605,
        "title": "Honest and candid observations from a data scientist on this sub",
        "author": "disaster_story_69",
        "comments": 348,
        "subreddit": "ArtificialInteligence",
        "created_utc": "2025-05-17T16:10:27.000Z"
      },
      {
        "url": "https://reddit.com/r/xmen/comments/1kk8r3e/pope_leo_xiv_names_artificial_intelligence_as_the/",
        "score": 550,
        "title": "Pope Leo XIV names Artificial Intelligence as the biggest threat to humanity in his first address to cardinals",
        "author": "S-WordoftheMorning",
        "comments": 26,
        "subreddit": "xmen",
        "created_utc": "2025-05-11T19:11:48.000Z"
      },
      {
        "url": "https://reddit.com/r/TrueCrimeDiscussion/comments/1km2zv4/the_zizians_a_new_murderous_cult/",
        "score": 529,
        "title": "The Zizians: A New Murderous Cult",
        "author": "Canal-JOREM",
        "comments": 78,
        "subreddit": "TrueCrimeDiscussion",
        "created_utc": "2025-05-14T01:20:07.000Z"
      }
    ],
    "post_count": 10,
    "source_note": "Community-maintained archive (PullPush.io); may have 1–3 day indexing lag.",
    "total_score": 10548
  },
  "generated_at": "2026-06-18T06:29:10.212Z",
  "window_hours": 24,
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}