AI Visibility Tracker (GEO): ChatGPT, Gemini, Perplexity, Grok

When buyers ask an AI "what is the best ___?", does it name you? This tool asks ChatGPT, Perplexity, Gemini, Claude and Grok your buyers' real questions, with live web search on, and tells you:

• Are you named? Yes or no, for every question and every AI.
• Where in the list? Your number in the AI's list (1st, 2nd, 3rd…).
• Who is named with you? Your competitors, and the order everyone was named in.
• How are you described? Positive, neutral or negative, with a short reason, plus the sentence the AI wrote about you.
• Which websites did the AI use? Every cited link and domain, and whether your own site was one of them. These are the pages to get your brand onto.
• A summary per AI: how often you are named, your average place, and share of voice against each competitor.

Why this one

• Five AI engines in one run, each with live web search, so you see what they say today.
• Ask more than once. AI answers change between asks. Set runsPerPrompt to 3 and you see how often you are named, not one lucky answer.
• You pay only for answers you get. A failed answer is listed with its reason and not charged. The summary is free.

Input

Field	What it does
prompts	The questions your buyers ask, one per line.
brand	Your brand name.
brandAliases	Other spellings that also count.
brandDomains	Your websites, to see when the AI cites you.
competitors	Names to track next to yours.
engines	Any of chatgpt, perplexity, gemini, claude, grok. Default: the first three.
runsPerPrompt	1 to 5 asks per question per AI.
analyzeSentiment	Judge the tone about your brand (default on).

{
  "prompts": ["What are the best field service software tools for a small plumbing company?"],
  "brand": "Housecall Pro",
  "brandDomains": ["housecallpro.com"],
  "competitors": ["Jobber", "ServiceTitan", "Workiz"],
  "engines": ["chatgpt", "perplexity", "gemini"]
}

Output

One row per answer, then one summary row (also saved as SUMMARY in the run's key-value store).

Real rows from a test run on 17 October 2026 (some fields left out to keep it short):

[
  {
    "type": "answer",
    "prompt": "Best scheduling app for HVAC contractors",
    "engine": "chatgpt",
    "status": "ok",
    "brandMentioned": true,
    "brandListPosition": 1,
    "brandRank": 1,
    "brandCited": true,
    "brandContext": "For most HVAC contractors, the best scheduling app is usually Housecall Pro or Jobber if you want a simple, reliable all-in-one tool for scheduling,",
    "mentionOrder": [
      "Housecall Pro",
      "Jobber"
    ],
    "citedDomains": [
      "capterra.com",
      "housecallpro.com"
    ],
    "sentiment": "positive",
    "sentimentReason": "Housecall Pro is recommended as the best scheduling app for most HVAC contractors."
  },
  {
    "type": "summary",
    "brand": "Housecall Pro",
    "overall": {
      "answers": 10,
      "brandVisibilityRate": 0.9,
      "brandCitedRate": 0.1,
      "avgListPosition": 1.75,
      "shareOfVoice": {
        "Jobber": 0.256,
        "Housecall Pro": 0.231,
        "ServiceTitan": 0.205,
        "FieldEdge": 0.205,
        "Workiz": 0.103
      },
      "sentiment": {
        "positive": 9
      }
    }
  }
]

Pricing

Pay per AI answer returned. The summary row is free.

How it works

Each AI is called through its official model with web search turned on. Answers come from the same model families the assistants use; the consumer apps can add their own extras on top, so treat each answer as what that AI says with a fresh search, not a copy of one person's chat window.