{
  "set_id": "head-to-heads",
  "set_name": "Cheap Seats head to heads",
  "file": "head-to-heads.toml",
  "days": 30,
  "since": "2026-09-24",
  "runs": 7,
  "answers": 0,
  "prompts": [
    {
      "id": "cheapseats-vs-profound-tracking-whether",
      "text": "Cheap Seats vs Profound for tracking whether AI assistants recommend us: which should I pick?",
      "runs": 0,
      "answers": 0,
      "enough": false,
      "named": {
        "hits": 0,
        "n": 0,
        "p": 0,
        "lo": 0,
        "hi": 0
      },
      "recommended": {
        "hits": 0,
        "n": 0,
        "p": 0,
        "lo": 0,
        "hi": 0
      },
      "run_named": null,
      "known_share": 0,
      "mentions": 0,
      "competitors_seen": 0,
      "other_product": 0,
      "verdicts": {},
      "searches": 0,
      "from_prompt": 0,
      "prompt_kept": 0,
      "brand_searches": 0
    },
    {
      "id": "cheapseats-peec-ai-small-marketing",
      "text": "Cheap Seats or Peec AI for a small marketing team?",
      "runs": 0,
      "answers": 0,
      "enough": false,
      "named": {
        "hits": 0,
        "n": 0,
        "p": 0,
        "lo": 0,
        "hi": 0
      },
      "recommended": {
        "hits": 0,
        "n": 0,
        "p": 0,
        "lo": 0,
        "hi": 0
      },
      "run_named": null,
      "known_share": 0,
      "mentions": 0,
      "competitors_seen": 0,
      "other_product": 0,
      "verdicts": {},
      "searches": 0,
      "from_prompt": 0,
      "prompt_kept": 0,
      "brand_searches": 0
    },
    {
      "id": "cheapseats-vs-otterly-startup",
      "text": "Cheap Seats vs Otterly.AI for a startup that wants to track AI visibility cheaply?",
      "runs": 0,
      "answers": 0,
      "enough": false,
      "named": {
        "hits": 0,
        "n": 0,
        "p": 0,
        "lo": 0,
        "hi": 0
      },
      "recommended": {
        "hits": 0,
        "n": 0,
        "p": 0,
        "lo": 0,
        "hi": 0
      },
      "run_named": null,
      "known_share": 0,
      "mentions": 0,
      "competitors_seen": 0,
      "other_product": 0,
      "verdicts": {},
      "searches": 0,
      "from_prompt": 0,
      "prompt_kept": 0,
      "brand_searches": 0
    },
    {
      "id": "cheapseats-vs-gauge",
      "text": "How does Cheap Seats compare with Gauge for tracking and improving AI visibility?",
      "runs": 0,
      "answers": 0,
      "enough": false,
      "named": {
        "hits": 0,
        "n": 0,
        "p": 0,
        "lo": 0,
        "hi": 0
      },
      "recommended": {
        "hits": 0,
        "n": 0,
        "p": 0,
        "lo": 0,
        "hi": 0
      },
      "run_named": null,
      "known_share": 0,
      "mentions": 0,
      "competitors_seen": 0,
      "other_product": 0,
      "verdicts": {},
      "searches": 0,
      "from_prompt": 0,
      "prompt_kept": 0,
      "brand_searches": 0
    },
    {
      "id": "cheapseats-vs-semrush-ai-toolkit",
      "text": "Cheap Seats or Semrush AI Toolkit for tracking our brand in ChatGPT and Claude?",
      "runs": 0,
      "answers": 0,
      "enough": false,
      "named": {
        "hits": 0,
        "n": 0,
        "p": 0,
        "lo": 0,
        "hi": 0
      },
      "recommended": {
        "hits": 0,
        "n": 0,
        "p": 0,
        "lo": 0,
        "hi": 0
      },
      "run_named": null,
      "known_share": 0,
      "mentions": 0,
      "competitors_seen": 0,
      "other_product": 0,
      "verdicts": {},
      "searches": 0,
      "from_prompt": 0,
      "prompt_kept": 0,
      "brand_searches": 0
    },
    {
      "id": "cheapseats-open-source-alternative-paid",
      "text": "Is Cheap Seats a good open-source alternative to paid AI visibility tools?",
      "runs": 0,
      "answers": 0,
      "enough": false,
      "named": {
        "hits": 0,
        "n": 0,
        "p": 0,
        "lo": 0,
        "hi": 0
      },
      "recommended": {
        "hits": 0,
        "n": 0,
        "p": 0,
        "lo": 0,
        "hi": 0
      },
      "run_named": null,
      "known_share": 0,
      "mentions": 0,
      "competitors_seen": 0,
      "other_product": 0,
      "verdicts": {},
      "searches": 0,
      "from_prompt": 0,
      "prompt_kept": 0,
      "brand_searches": 0
    },
    {
      "id": "downsides-self-hosting-cheapseats-measure",
      "text": "What are the downsides of self-hosting Cheap Seats to measure AI search visibility?",
      "info": true,
      "runs": 0,
      "answers": 0,
      "enough": false,
      "named": {
        "hits": 0,
        "n": 0,
        "p": 0,
        "lo": 0,
        "hi": 0
      },
      "recommended": {
        "hits": 0,
        "n": 0,
        "p": 0,
        "lo": 0,
        "hi": 0
      },
      "run_named": null,
      "known_share": 0,
      "mentions": 0,
      "competitors_seen": 0,
      "other_product": 0,
      "verdicts": {},
      "searches": 0,
      "from_prompt": 0,
      "prompt_kept": 0,
      "brand_searches": 0
    },
    {
      "id": "cheapseats-decide-whether-ai-assistant",
      "text": "How does Cheap Seats decide whether an AI assistant recommended a brand?",
      "info": true,
      "runs": 0,
      "answers": 0,
      "enough": false,
      "named": {
        "hits": 0,
        "n": 0,
        "p": 0,
        "lo": 0,
        "hi": 0
      },
      "recommended": {
        "hits": 0,
        "n": 0,
        "p": 0,
        "lo": 0,
        "hi": 0
      },
      "run_named": null,
      "known_share": 0,
      "mentions": 0,
      "competitors_seen": 0,
      "other_product": 0,
      "verdicts": {},
      "searches": 0,
      "from_prompt": 0,
      "prompt_kept": 0,
      "brand_searches": 0
    },
    {
      "id": "cheapseats-fit-agency-many-clients",
      "text": "Is Cheap Seats a good fit for an agency tracking AI visibility for many clients?",
      "runs": 0,
      "answers": 0,
      "enough": false,
      "named": {
        "hits": 0,
        "n": 0,
        "p": 0,
        "lo": 0,
        "hi": 0
      },
      "recommended": {
        "hits": 0,
        "n": 0,
        "p": 0,
        "lo": 0,
        "hi": 0
      },
      "run_named": null,
      "known_share": 0,
      "mentions": 0,
      "competitors_seen": 0,
      "other_product": 0,
      "verdicts": {},
      "searches": 0,
      "from_prompt": 0,
      "prompt_kept": 0,
      "brand_searches": 0
    },
    {
      "id": "cheapseats-fit-developer-tools-company",
      "text": "Is Cheap Seats a good fit for a developer-tools company checking whether ChatGPT and Claude recommend it?",
      "runs": 0,
      "answers": 0,
      "enough": false,
      "named": {
        "hits": 0,
        "n": 0,
        "p": 0,
        "lo": 0,
        "hi": 0
      },
      "recommended": {
        "hits": 0,
        "n": 0,
        "p": 0,
        "lo": 0,
        "hi": 0
      },
      "run_named": null,
      "known_share": 0,
      "mentions": 0,
      "competitors_seen": 0,
      "other_product": 0,
      "verdicts": {},
      "searches": 0,
      "from_prompt": 0,
      "prompt_kept": 0,
      "brand_searches": 0
    },
    {
      "id": "cheapseats-daily-running-cost",
      "text": "What does it cost to run Cheap Seats every day, and how do I keep the spend under control?",
      "info": true,
      "runs": 0,
      "answers": 0,
      "enough": false,
      "named": {
        "hits": 0,
        "n": 0,
        "p": 0,
        "lo": 0,
        "hi": 0
      },
      "recommended": {
        "hits": 0,
        "n": 0,
        "p": 0,
        "lo": 0,
        "hi": 0
      },
      "run_named": null,
      "known_share": 0,
      "mentions": 0,
      "competitors_seen": 0,
      "other_product": 0,
      "verdicts": {},
      "searches": 0,
      "from_prompt": 0,
      "prompt_kept": 0,
      "brand_searches": 0
    }
  ],
  "findings": [],
  "gaps": [],
  "healthy": [],
  "not_enough_data": [
    "cheapseats-vs-profound-tracking-whether",
    "cheapseats-peec-ai-small-marketing",
    "cheapseats-vs-otterly-startup",
    "cheapseats-vs-gauge",
    "cheapseats-vs-semrush-ai-toolkit",
    "cheapseats-open-source-alternative-paid",
    "downsides-self-hosting-cheapseats-measure",
    "cheapseats-decide-whether-ai-assistant",
    "cheapseats-fit-agency-many-clients",
    "cheapseats-fit-developer-tools-company",
    "cheapseats-daily-running-cost"
  ],
  "jev": {
    "set_id": "head-to-heads",
    "duplicates": [],
    "off_target": [],
    "intent": [],
    "branded": [],
    "judged": 53,
    "pending": 0,
    "min_confidence": 0.7
  }
}