Update to Machine Relations
Snapshot Oct 30, 2026 · 00:00 UTC · version 1.1.0
Declared capabilities changed
Full description — Now says: Build evidence-backed Machine Relations briefs for AI visibility, GEO/AEO, SEO content discovery and digital PR; research cited sources with the Machine...
Observed in instructions or declared skills. Runtime behavior has not been tested.
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All fields and original values.
Full description
Oct 24, 2026 · 12:40 UTC
Which source domains AI answer engines cite, by buyer category and question shape, from the Machine Relations Index.
Oct 30, 2026 · 00:00 UTC
Build evidence-backed Machine Relations briefs for AI visibility, GEO/AEO, SEO content discovery and digital PR; research cited sources with the Machine Relations Index.
Long description
Oct 24, 2026 · 12:40 UTC
Research which sources appear in AI-generated answers using measured citation data. Find ranked domains by buyer category and question type, filter for editorial publications or vendor sites, and look up a domain’s observed citations. Co...
Oct 30, 2026 · 00:00 UTC
Use the official Machine Relations skill to turn a brand objective and available evidence into a client-ready intervention brief: a justified move, usable pitch or work draft, and separate execution and outcome checks. Supports AI visibi...
Short description
Oct 24, 2026 · 12:40 UTC
Find sources cited by AI
Oct 30, 2026 · 00:00 UTC
Plan your next authority move
Declared skills
Oct 24, 2026 · 12:40 UTC
[{"description":"Use when asked which sources or publications AI answer engines cite for a topic or category, where coverage gets cited by AI, or how often a given site is cited. Answers from the Machine Relations Index tools with measur...
Oct 30, 2026 · 00:00 UTC
[{"description":"Build an evidence-backed authority intervention brief for a brand: choose what to publish, improve, substantiate or pitch, draft the work, and define how to verify it. Use for Machine Relations, AI visibility, GEO/AEO, S...
Compare saved observations
Download comparison JSONFull technical diff · 13 changed fields
changed /release/description
"Which source domains AI answer engines cite, by buyer category and question shape, from the Machine Relations Index."
"Build evidence-backed Machine Relations briefs for AI visibility, GEO/AEO, SEO content discovery and digital PR; research cited sources with the Machine Relations Index."
changed /release/display_name
"Machine Relations Index"
"Machine Relations"
changed /release/id
"pluginrel_acea9204c4908191af5baf95d4bf6c6a"
"pluginrel_69615a2825488191aef7bd5cc1491ce9"
changed /release/interface/composer_icon_url
"https://files.openai.com/content?id=file_00000000b6d081f6893d156cecebb2be"
"https://files.openai.com/content?id=file_00000000b534820c802a1826be72b1a9"
changed /release/interface/default_prompt
"Which publications are cited most for cybersecurity tools?"
"Help me choose and draft the next digital PR move for my client using public evidence."
changed /release/interface/default_prompts
[ "Which publications are cited most for cybersecurity tools?", "Look up techcrunch.com in the Machine Relations Index." ]
[ "Help me choose and draft the next digital PR move for my client using public evidence.", "Which publications are cited most for cybersecurity tools?", "Use Machine Relations to assess my brand’s AI visibility evidence and prepare an intervention brief." ]
changed /release/interface/logo_url
"https://files.openai.com/content?id=file_00000000051481f6be0d970f6eafcd82"
"https://files.openai.com/content?id=file_00000000550881f48cf9dbe94808d5c1"
changed /release/interface/long_description
"Research which sources appear in AI-generated answers using measured citation data. Find ranked domains by buyer category and question type, filter for editorial publications or vendor sites, and look up a domain’s observed citations. Compare sources to inform research and content planning. Results include release windows, sample counts and source links. Read-only access to public Machine Relations Index data; no account required. Data is licensed under CC BY 4.0."
"Use the official Machine Relations skill to turn a brand objective and available evidence into a client-ready intervention brief: a justified move, usable pitch or work draft, and separate execution and outcome checks. Supports AI visibility, GEO/AEO, SEO content discovery and digital PR planning. Includes the existing Machine Relations Index research skill and four read-only tools for measured category/source citations. No MRI account, compulsory purchase, outreach sending or paid measurement panel. Public MRI data is licensed CC BY 4.0; plugin code is MIT."
changed /release/interface/short_description
"Find sources cited by AI"
"Plan your next authority move"
changed /release/interface/website_url
"https://machinerelations.ai/machine-relations-index"
"https://machinerelations.ai/skill"
changed /release/keywords
[ "ai-search", "citations", "geo", "aeo", "ai-visibility", "sources", "research" ]
[ "machine-relations", "ai-search", "seo", "geo", "aeo", "ai-visibility", "digital-pr", "citations", "research" ]
changed /release/skills
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"plugin_release_skill_id": "pluginrsk_6ada38d8fde08191b01e7905f3738399"
},
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"interface": {
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"default_prompt": null,
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},
"name": "machine-relations-index",
"plugin_release_skill_id": "pluginrsk_6ada38d8fea8819186e1eed2fde856a3"
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]changed /release/version
"1.0.3"
"1.1.0"
Full snapshot data
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