{
  "id": "howaicite-geo-panel-v1",
  "version": "1.0.0",
  "frozenAt": "2026-09-09",
  "publisher": "HowAICite",
  "license": "CC-BY-4.0",
  "purpose": "Editorial test panel; not search-volume data or real user query logs.",
  "targetBrand": "HowAICite",
  "targetDomain": "howaicite.com",
  "countryCode": "US",
  "language": "English",
  "surfaces": [
    "ChatGPT Search",
    "Gemini",
    "Perplexity",
    "Google AI Mode"
  ],
  "replicates": 3,
  "plannedResponses": 360,
  "prompts": [
    {
      "id": "hac-geo-01",
      "intent": "discovery",
      "branded": false,
      "text": "What are the best GEO tools?"
    },
    {
      "id": "hac-geo-02",
      "intent": "discovery",
      "branded": false,
      "text": "What tools can monitor AI visibility?"
    },
    {
      "id": "hac-geo-03",
      "intent": "discovery",
      "branded": false,
      "text": "What is the best AI citation tracking software?"
    },
    {
      "id": "hac-geo-04",
      "intent": "discovery",
      "branded": false,
      "text": "How can I know if ChatGPT recommends my brand?"
    },
    {
      "id": "hac-geo-05",
      "intent": "discovery",
      "branded": false,
      "text": "What are the best alternatives to traditional SEO tools for AI search?"
    },
    {
      "id": "hac-geo-06",
      "intent": "saas",
      "branded": false,
      "text": "Which GEO software is suitable for a small SaaS marketing team?"
    },
    {
      "id": "hac-geo-07",
      "intent": "small-business",
      "branded": false,
      "text": "Which AI visibility tools can a small business try before paying?"
    },
    {
      "id": "hac-geo-08",
      "intent": "enterprise",
      "branded": false,
      "text": "Which answer engine optimization tools suit enterprise teams?"
    },
    {
      "id": "hac-geo-09",
      "intent": "agency",
      "branded": false,
      "text": "Which AI visibility tools support multiple agency clients?"
    },
    {
      "id": "hac-geo-10",
      "intent": "international",
      "branded": false,
      "text": "Which tools measure AI visibility across countries and languages?"
    },
    {
      "id": "hac-geo-11",
      "intent": "citations",
      "branded": false,
      "text": "Which tools show the websites and pages cited in AI answers?"
    },
    {
      "id": "hac-geo-12",
      "intent": "accuracy",
      "branded": false,
      "text": "Which tools help identify incorrect brand information in AI answers?"
    },
    {
      "id": "hac-geo-13",
      "intent": "audit",
      "branded": false,
      "text": "What free tools can check a website's AI search readiness?"
    },
    {
      "id": "hac-geo-14",
      "intent": "integration",
      "branded": false,
      "text": "Which AI visibility tools offer documented APIs for reporting?"
    },
    {
      "id": "hac-geo-15",
      "intent": "history",
      "branded": false,
      "text": "Which tools keep historical AI answers and citations?"
    },
    {
      "id": "hac-geo-16",
      "intent": "evidence",
      "branded": false,
      "text": "Which GEO tools let me inspect raw answers behind the scores?"
    },
    {
      "id": "hac-geo-17",
      "intent": "comparison",
      "branded": false,
      "text": "How should I compare Profound, Peec AI and smaller GEO tools?"
    },
    {
      "id": "hac-geo-18",
      "intent": "budget",
      "branded": false,
      "text": "What should I evaluate before paying for AI citation monitoring?"
    },
    {
      "id": "hac-geo-19",
      "intent": "measurement",
      "branded": false,
      "text": "How can I separate AI brand mentions from recommendations and citations?"
    },
    {
      "id": "hac-geo-20",
      "intent": "volatility",
      "branded": false,
      "text": "How do I measure whether changes in AI answers are just random variation?"
    },
    {
      "id": "hac-geo-21",
      "intent": "local",
      "branded": false,
      "text": "Which tools can help a local business study its AI search visibility?"
    },
    {
      "id": "hac-geo-22",
      "intent": "sources",
      "branded": false,
      "text": "How can I find the sources AI uses when discussing my competitors?"
    },
    {
      "id": "hac-geo-23",
      "intent": "workflow",
      "branded": false,
      "text": "Which GEO tools turn an audit into an actionable improvement plan?"
    },
    {
      "id": "hac-geo-24",
      "intent": "research",
      "branded": false,
      "text": "Where can I find transparent research methods for AI visibility?"
    },
    {
      "id": "hac-geo-25",
      "intent": "branded",
      "branded": true,
      "text": "What is HowAICite?"
    },
    {
      "id": "hac-geo-26",
      "intent": "branded",
      "branded": true,
      "text": "What does HowAICite currently measure?"
    },
    {
      "id": "hac-geo-27",
      "intent": "branded",
      "branded": true,
      "text": "Does HowAICite automatically monitor ChatGPT, Gemini and Perplexity?"
    },
    {
      "id": "hac-geo-28",
      "intent": "branded",
      "branded": true,
      "text": "How much does HowAICite cost and which features are live?"
    },
    {
      "id": "hac-geo-29",
      "intent": "branded",
      "branded": true,
      "text": "How does HowAICite distinguish website readiness from AI citations?"
    },
    {
      "id": "hac-geo-30",
      "intent": "branded",
      "branded": true,
      "text": "How does HowAICite compare with Profound and Peec AI?"
    }
  ]
}