{
 "version": 2,
 "generated_at": "2026-09-02T05:43:12.205099+00:00",
 "brand": "Hilyt",
 "method": "Each prompt is embedded, with no brand name and no site hint, in one fixed wrapper that asks the model to search the web, answer as it normally would, and then end with a line 'TOP: name1 | name2 | name3' listing the top 10 products, tools, websites or companies it would actually recommend, best first (no system prompt; the wrapper is the only instruction). It goes to four developer API surfaces: the OpenAI Responses API with its web_search tool, the Anthropic Messages API with its web_search tool, the Gemini API with google_search grounding, and the Perplexity API's sonar model. These are API surfaces, not the consumer ChatGPT, Claude, Gemini or Perplexity products. For every answer we record whether Hilyt is mentioned anywhere in the free answer, whether it appears in that requested TOP list and at what position, whether hilyt.it is cited as a source, and whether hilyt.it was in the search results the model retrieved even if the answer did not credit it — plus the domains the answer cited and the products the TOP line named. Where a surface's search demonstrably never fired in a run (no retrieved and no cited domain on any prompt), its cited and retrieved columns are published as not measured rather than as zeros, and it is left out of the source and product tables. A run is one pass over every prompt on every platform; a run that covers only some platforms is kept in the history as partial and never drives the current tables. Runs are appended, never overwritten, and the prompt set is frozen and versioned.",
 "prompt_wrapper": "A user asks: \"<query>\"\n\nSearch the web, then answer them as you normally would.\n\nThen, on the very last line of your reply, output exactly:\nTOP: name1 | name2 | name3\nlisting the top <N> products, tools, websites or companies you would actually recommend, best first, separated by pipes. Names only on that line.",
 "platforms": [
  {
   "id": "openai",
   "label": "OpenAI",
   "surface": "OpenAI Responses API with the web_search tool",
   "retrieval_source": "Retrieved = Cited on this surface: the Responses API exposes only the URL annotations the answer used, not the wider result pool, so the two columns cannot differ here."
  },
  {
   "id": "claude",
   "label": "Claude",
   "surface": "Anthropic Messages API with the web_search tool",
   "retrieval_source": "Retrieved comes from the web_search_tool_result blocks (every result the search returned); Cited from the answer's citations."
  },
  {
   "id": "gemini",
   "label": "Gemini",
   "surface": "Gemini API with google_search grounding",
   "retrieval_source": "Retrieved comes from groundingChunks (the pages grounding fetched); Cited from groundingSupports (the chunks the answer was attributed to)."
  },
  {
   "id": "perplexity",
   "label": "Perplexity",
   "surface": "Perplexity API, sonar model",
   "retrieval_source": "Retrieved comes from search_results plus citations; Cited from the citations array alone."
  }
 ],
 "prompts": [
  {
   "id": "tool-to-create-an-llm-readable-profile-of-yourse",
   "text": "tool to create an LLM-readable profile of yourself",
   "mode": "category"
  },
  {
   "id": "best-ways-to-publish-a-public-professional-profi",
   "text": "best ways to publish a public professional profile that AI assistants can read",
   "mode": "category"
  },
  {
   "id": "ungated-alternative-to-linkedin-that-ai-can-read",
   "text": "ungated alternative to LinkedIn that AI can read",
   "mode": "category"
  },
  {
   "id": "tools-to-check-whether-ai-chatbots-mention-or-re",
   "text": "tools to check whether AI chatbots mention or recommend your brand",
   "mode": "category"
  },
  {
   "id": "who-is-jack-stovell",
   "text": "who is Jack Stovell",
   "mode": "entity"
  },
  {
   "id": "how-to-make-my-personal-site-readable-by-ai-assi",
   "text": "how to make my personal site readable by AI assistants",
   "mode": "problem"
  },
  {
   "id": "llms-txt-profile-generator",
   "text": "llms.txt profile generator",
   "mode": "category"
  },
  {
   "id": "ai-readable-business-profile",
   "text": "AI-readable business profile",
   "mode": "category"
  },
  {
   "id": "geo-tools-for-personal-branding",
   "text": "GEO tools for personal branding",
   "mode": "category"
  }
 ],
 "runs": [
  {
   "run_id": "fe4db320-be8d-4b3c-964f-31c1c2a7f08a",
   "ts": "2026-09-02T05:43:12.205099+00:00",
   "prompt_count": 9,
   "complete": true,
   "platforms": [
    {
     "id": "openai",
     "model": "gpt-5",
     "search_verified": true,
     "summary": {
      "n": 9,
      "mentioned": 1,
      "ranked": 1,
      "cited": 1,
      "retrieved": 1,
      "errors": 0,
      "unbranded": {
       "n": 8,
       "mentioned": 0,
       "ranked": 0,
       "cited": 0,
       "retrieved": 0,
       "errors": 0
      },
      "entity": {
       "n": 1,
       "mentioned": 1,
       "ranked": 1,
       "cited": 1,
       "retrieved": 1,
       "errors": 0
      }
     },
     "queries": [
      {
       "prompt_id": "tool-to-create-an-llm-readable-profile-of-yourse",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [
        "jsonresume.org",
        "docs.rxresume.org",
        "schema.org",
        "jsonld.com",
        "github.com",
        "charasnap.com",
        "mem0.ai"
       ],
       "competitors": [
        "Reactive Resume",
        "JSON Resume",
        "JSON-LD Generator",
        "Person Schema Generator",
        "CharaSnap"
       ],
       "error": false
      },
      {
       "prompt_id": "best-ways-to-publish-a-public-professional-profi",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [
        "developers.google.com",
        "schema.org",
        "microformats.org",
        "ogp.me",
        "help.openai.com",
        "commoncrawl.org",
        "datatracker.ietf.org",
        "linkedin.com",
        "docs.github.com",
        "support.orcid.org",
        "support.crunchbase.com",
        "help.behance.net",
        "book.keybase.io",
        "support.google.com"
       ],
       "competitors": [
        "GitHub Pages",
        "LinkedIn",
        "GitHub",
        "ORCID",
        "Google Scholar"
       ],
       "error": false
      },
      {
       "prompt_id": "ungated-alternative-to-linkedin-that-ai-can-read",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [
        "about.me",
        "docs.github.com",
        "help.peerlist.io",
        "info.orcid.org",
        "scholar.google.com",
        "help.behance.net",
        "dribbble.com",
        "stackoverflow.com",
        "docs.gitlab.com",
        "kaggle.com",
        "theinformation.com",
        "indieweb.org"
       ],
       "competitors": [
        "About.me",
        "GitHub",
        "Peerlist",
        "ORCID",
        "Google Scholar"
       ],
       "error": false
      },
      {
       "prompt_id": "tools-to-check-whether-ai-chatbots-mention-or-re",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [
        "help.ahrefs.com",
        "semrush.com",
        "help.yext.com",
        "support.conductor.com",
        "seranking.com",
        "seoclarity.net",
        "themarketingjuice.com",
        "nozzle.io",
        "help.brightedge.com",
        "similarweb.com",
        "reddit.com",
        "yext.com"
       ],
       "competitors": [
        "Ahrefs Brand Radar",
        "Semrush AI Visibility",
        "Yext AI Citations",
        "Conductor AI Search Performance",
        "SE Ranking AI Visibility"
       ],
       "error": false
      },
      {
       "prompt_id": "who-is-jack-stovell",
       "mentioned": true,
       "ranked": true,
       "position": 2,
       "cited": true,
       "retrieved": true,
       "citation_domains": [
        "jstov.uk",
        "hilyt.it",
        "find-and-update.company-information.service.gov.uk"
       ],
       "competitors": [
        "ScriptGrain",
        "MarketFrame",
        "UKSpend",
        "Paws of London",
        "ReviewNudge"
       ],
       "error": false,
       "entity_accuracy": {
        "names_current_venture": true
       }
      },
      {
       "prompt_id": "how-to-make-my-personal-site-readable-by-ai-assi",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [
        "help.openai.com",
        "developers.google.com",
        "support.apple.com",
        "support.claude.com",
        "openai.com",
        "sitemaps.org",
        "bing.com",
        "rssboard.org",
        "ogp.me",
        "w3.org",
        "schema.org"
       ],
       "competitors": [
        "Google Search Console",
        "Bing Webmaster Tools",
        "Google Rich Results Test",
        "Schema.org",
        "Meta Sharing Debugger"
       ],
       "error": false
      },
      {
       "prompt_id": "llms-txt-profile-generator",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [
        "llmstxt.org",
        "llmstxtgenerator.co",
        "aibotaccess.com",
        "kitful.ai",
        "mintlify.docs.manicule.dev",
        "gitbook.com",
        "docs.readthedocs.com",
        "wordpress.org",
        "support.wix.com",
        "llmstxtgenerator.de",
        "llmtxt.info",
        "developer.chrome.com"
       ],
       "competitors": [
        "LLMs.txt Generator",
        "Mintlify",
        "Wix",
        "AI Bot Access",
        "GitBook"
       ],
       "error": false
      },
      {
       "prompt_id": "ai-readable-business-profile",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [
        "support.google.com",
        "apple.com",
        "support.microsoft.com",
        "developers.google.com",
        "schema.org",
        "wikidata.org",
        "bing.com",
        "yext.com"
       ],
       "competitors": [
        "Google Business Profile",
        "Schema.org",
        "Apple Business Connect",
        "Bing Places",
        "Yelp for Business"
       ],
       "error": false
      },
      {
       "prompt_id": "geo-tools-for-personal-branding",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [
        "business.google.com",
        "apple.com",
        "blogs.bing.com",
        "semrush.com",
        "yext.com",
        "uberall.com",
        "synup.com",
        "brightlocal.com",
        "whitespark.ca",
        "localfalcon.com",
        "support.google.com",
        "geoimgr.com"
       ],
       "competitors": [
        "Google Business Profile",
        "Apple Business Connect",
        "Bing Places for Business",
        "BrightLocal",
        "Semrush Listing Management"
       ],
       "error": false
      }
     ]
    },
    {
     "id": "claude",
     "model": "claude-haiku-4-5-20251001",
     "search_verified": true,
     "summary": {
      "n": 9,
      "mentioned": 0,
      "ranked": 0,
      "cited": 0,
      "retrieved": 0,
      "errors": 0,
      "unbranded": {
       "n": 8,
       "mentioned": 0,
       "ranked": 0,
       "cited": 0,
       "retrieved": 0,
       "errors": 0
      },
      "entity": {
       "n": 1,
       "mentioned": 0,
       "ranked": 0,
       "cited": 0,
       "retrieved": 0,
       "errors": 0
      }
     },
     "queries": [
      {
       "prompt_id": "tool-to-create-an-llm-readable-profile-of-yourse",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [
        "arxiv.org"
       ],
       "competitors": [
        "Gemini API",
        "Claude API",
        "GPT-4 API",
        "Character.AI",
        "OpenAI"
       ],
       "error": false
      },
      {
       "prompt_id": "best-ways-to-publish-a-public-professional-profi",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [
        "contently.com",
        "aiprofiles.co.uk",
        "stackmatix.com",
        "agentbuyable.ai",
        "showupinai.com"
       ],
       "competitors": [
        "AIProfiles",
        "Gravatar",
        "LinkedIn",
        "JSON-LD Schema",
        "Google Business Profile"
       ],
       "error": false
      },
      {
       "prompt_id": "ungated-alternative-to-linkedin-that-ai-can-read",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [
        "searchenginejournal.com",
        "findymail.com",
        "engagecoders.com"
       ],
       "competitors": [
        "X",
        "Reddit",
        "AngelList",
        "GitHub",
        "Wellfound"
       ],
       "error": false
      },
      {
       "prompt_id": "tools-to-check-whether-ai-chatbots-mention-or-re",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [
        "useomnia.com",
        "alhena.ai",
        "elfsight.com",
        "amplitude.com",
        "rocketblue.ai"
       ],
       "competitors": [
        "Alhena AI",
        "Otterly",
        "Amplitude AI Visibility",
        "Profound",
        "Rankscale"
       ],
       "error": false
      },
      {
       "prompt_id": "who-is-jack-stovell",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [
        "linkedin.com",
        "rocketreach.co",
        "en.wikipedia.org"
       ],
       "competitors": [
        "LinkedIn",
        "Noctem",
        "Clements Young Ltd",
        "Qualis Flow",
        "MyTutor"
       ],
       "error": false,
       "entity_accuracy": {
        "names_current_venture": true
       }
      },
      {
       "prompt_id": "how-to-make-my-personal-site-readable-by-ai-assi",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [
        "mo.agency",
        "vercel.com",
        "airankchecker.net",
        "flashpointmarketing.biz"
       ],
       "competitors": [
        "llms.txt",
        "Intentful",
        "Vercel",
        "Schema.org",
        "Markdown"
       ],
       "error": false
      },
      {
       "prompt_id": "llms-txt-profile-generator",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [
        "dreamhost.com",
        "sitespeak.ai",
        "llmrefs.com"
       ],
       "competitors": [
        "SiteSpeakAI",
        "DreamHost",
        "LLMrefs",
        "SEOmator",
        "Rankability"
       ],
       "error": false
      },
      {
       "prompt_id": "ai-readable-business-profile",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [
        "bilarna.com",
        "platinum.ai",
        "aiprofiles.co.uk"
       ],
       "competitors": [
        "Platinum.ai",
        "Bilarna",
        "Paminga",
        "AIProfiles",
        "Google Business Profile"
       ],
       "error": false
      },
      {
       "prompt_id": "geo-tools-for-personal-branding",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [
        "blog.tenaciousmarketing.co.uk",
        "onlinemarketingberatung.de",
        "mybrandi.ai",
        "geoptie.com",
        "producthunt.com"
       ],
       "competitors": [
        "Brandi",
        "Profound",
        "Otterly",
        "HubSpot AEO Grader",
        "Thirdeye"
       ],
       "error": false
      }
     ]
    },
    {
     "id": "gemini",
     "model": "gemini-3.6-flash",
     "search_verified": false,
     "summary": {
      "n": 9,
      "mentioned": 1,
      "ranked": 0,
      "cited": 0,
      "retrieved": 0,
      "errors": 0,
      "unbranded": {
       "n": 8,
       "mentioned": 0,
       "ranked": 0,
       "cited": 0,
       "retrieved": 0,
       "errors": 0
      },
      "entity": {
       "n": 1,
       "mentioned": 1,
       "ranked": 0,
       "cited": 0,
       "retrieved": 0,
       "errors": 0
      }
     },
     "queries": [
      {
       "prompt_id": "tool-to-create-an-llm-readable-profile-of-yourse",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [],
       "competitors": [
        "UseMyContext",
        "Context Kit",
        "Obsidian",
        "Contextify",
        "MarkDone"
       ],
       "error": false
      },
      {
       "prompt_id": "best-ways-to-publish-a-public-professional-profi",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [],
       "competitors": [
        "GitHub Pages",
        "Schema.org",
        "ORCID",
        "LinkedIn",
        "Wikidata"
       ],
       "error": false
      },
      {
       "prompt_id": "ungated-alternative-to-linkedin-that-ai-can-read",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [],
       "competitors": [
        "Personal Website",
        "Peerlist",
        "Read.cv",
        "GitHub",
        "Polywork"
       ],
       "error": false
      },
      {
       "prompt_id": "tools-to-check-whether-ai-chatbots-mention-or-re",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [],
       "competitors": [
        "Peec AI",
        "Ahrefs Brand Radar",
        "Semrush AI Visibility Toolkit",
        "Botric",
        "Otterly.ai"
       ],
       "error": false
      },
      {
       "prompt_id": "who-is-jack-stovell",
       "mentioned": true,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [],
       "competitors": [
        "ChatGPT",
        "Claude",
        "GitHub",
        "Visual Studio Code",
        "Notion"
       ],
       "error": false,
       "entity_accuracy": {
        "names_current_venture": true
       }
      },
      {
       "prompt_id": "how-to-make-my-personal-site-readable-by-ai-assi",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [],
       "competitors": [
        "Firecrawl",
        "Schema.org",
        "Astro",
        "Vercel",
        "Mintlify"
       ],
       "error": false
      },
      {
       "prompt_id": "llms-txt-profile-generator",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [],
       "competitors": [
        "Answer.AI",
        "Writesonic",
        "WordLift",
        "Rank Math",
        "Apify"
       ],
       "error": false
      },
      {
       "prompt_id": "ai-readable-business-profile",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [],
       "competitors": [
        "Google Business Profile",
        "Schema.org",
        "llms.txt",
        "Geoptie",
        "Yext"
       ],
       "error": false
      },
      {
       "prompt_id": "geo-tools-for-personal-branding",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [],
       "competitors": [
        "Semrush",
        "Otterly AI",
        "SparkToro",
        "Goodie AI",
        "Profound"
       ],
       "error": false
      }
     ]
    },
    {
     "id": "perplexity",
     "model": "sonar",
     "search_verified": true,
     "summary": {
      "n": 9,
      "mentioned": 0,
      "ranked": 0,
      "cited": 0,
      "retrieved": 0,
      "errors": 0,
      "unbranded": {
       "n": 8,
       "mentioned": 0,
       "ranked": 0,
       "cited": 0,
       "retrieved": 0,
       "errors": 0
      },
      "entity": {
       "n": 1,
       "mentioned": 0,
       "ranked": 0,
       "cited": 0,
       "retrieved": 0,
       "errors": 0
      }
     },
     "queries": [
      {
       "prompt_id": "tool-to-create-an-llm-readable-profile-of-yourse",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [
        "humandirectory.ai",
        "figma.com",
        "arxiv.org",
        "gamma.app",
        "docsbot.ai",
        "knolme.worldstatelabs.com",
        "about.me",
        "free.ai",
        "hello.cv",
        "ai.meta.com",
        "readdy.ai",
        "getvoila.ai",
        "reddit.com"
       ],
       "competitors": [
        "Human Directory",
        "KnolMe",
        "about.me",
        "hello.cv",
        "Gamma"
       ],
       "error": false
      },
      {
       "prompt_id": "best-ways-to-publish-a-public-professional-profi",
       "mentioned": false,
       "ranked": false,
       "position": null,
       "cited": false,
       "retrieved": false,
       "citation_domains": [
        "aivisible.co.uk",
        "cvin.bio",
        "openresume.com",
        "karpi.studio",
        "docsbot.ai",
        "stackmatix.com",
        "schema.org",
        "contentpowered.com",
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