{
 "title": "BotView AI Answer Check rerun: the same five questions, two runs each",
 "startedAt": "2026-10-12T19:36:47.780Z",
 "finishedAt": "2026-10-12T19:37:29.772Z",
 "subject": {
  "name": "BotView",
  "domain": "botview.app",
  "aliases": [],
  "offering": "AEO/GEO website evaluations and selected AI answer reviews",
  "market": "UK small businesses and independent website owners",
  "language": "English",
  "country": "GB",
  "city": ""
 },
 "method": {
  "environment": "direct API script using the shipped request configuration",
  "provider": "OpenAI Responses API",
  "model": "gpt-4.1-mini-2025-04-14",
  "configVersion": "openai-web-v1",
  "webSearch": "required, low search context",
  "maxToolCalls": 1,
  "maxOutputTokens": 800,
  "country": "GB",
  "language": "English",
  "instructions": "Answer concisely using web search in the requested language: English. Cite sources. If evidence is insufficient, say so. Do not invent capabilities or pricing.",
  "selection": "The same five questions as September 8, 2026, unchanged: three discovery, two branded. Each run twice in a fresh context. No results omitted. Business profile is not injected into discovery prompts.",
  "scope": "Self-assessment of BotView, not customer evidence or consumer ChatGPT. Ten answers five weeks after the first ten; a small sample, not an accuracy benchmark or a controlled before/after experiment."
 },
 "sourceChecks": {
  "checkedAt": "2026-10-12",
  "note": "Cited third-party pages fetched and searched for \"BotView\".",
  "pages": [
   {
    "url": "https://www.robotvisible.com/resources/ai-visibility-tools",
    "mentionsBotView": false
   },
   {
    "url": "https://getairefs.com/blog/3-aeo-tools-under-50/",
    "mentionsBotView": false
   },
   {
    "url": "https://www.checkmy.site/",
    "mentionsBotView": false
   },
   {
    "url": "https://aicrawlability.com/",
    "mentionsBotView": false
   }
  ]
 },
 "previous": "/evidence/ai-answer-check-2026-09-08/answers.json",
 "reviewedAt": "2026-10-12",
 "reviewedBy": "BotView editorial review, assisted by an AI coding agent; no independent human sign-off claimed",
 "runs": [
  {
   "questionNumber": 1,
   "round": 1,
   "question": {
    "kind": "discovery",
    "text": "Which affordable AEO or GEO tools should a UK small business consider for reviewing its website and checking AI answers? Compare entry prices, included checks and limitations."
   },
   "createdAt": "2026-10-12T19:36:47.780Z",
   "model": "gpt-4.1-mini-2025-04-14",
   "configVersion": "openai-web-v1",
   "status": "complete",
   "answer": {
    "text": "For a UK small business seeking affordable Answer Engine Optimization (AEO) or Generative Engine Optimization (GEO) tools to review its website and assess AI-generated responses, several options are available. Here's a comparison of notable tools, including their entry prices, included checks, and limitations:\n\n\n[Downloads zu unseren Produkten | Hekatron Brandschutz](https://www.hekatron-brandschutz.de/downloads?utm_source=openai)\n**BotView Pro**  \nPrice: $9/month. Offers 20 individual AI answer runs per month and 50 crawler scans. Supports OpenAI API with web search. Free tier available with 20 scans per month, up to 3 pages each. ([botview.app](https://botview.app/affordable-aeo-geo-tools?utm_source=openai))\n\n\n\n[Beamcraze](https://www.beamcraze.com/?srsltid=AfmBOoq61gXxN9lFG2N0jkTZso3dm-Q0O2iDu1ti2ZS0IG3OFRl2Nq5f&utm_source=openai)\n**Beamtrace Starter**  \nPrice: $20/month. Supports ChatGPT and other engines (with future support). Specific prompt allowances not published. ([botview.app](https://botview.app/affordable-aeo-geo-tools?utm_source=openai))\n\n\n\n[8 Best Cognizo AI Alternatives Built for AI Search (2026)](https://orchly.ai/blog/cognizo-ai-alternatives/?utm_source=openai)\n**OtterlyAI Lite**  \nPrice: $29/month. Includes 15 tracked prompts across ChatGPT, Google AI Overviews, Perplexity, and Copilot, checked daily. Provides 1,000 GEO URL audits per month. ([botview.app](https://botview.app/best-ai-visibility-tools-2026?utm_source=openai))\n\n\n\n[9 Formas de Medir tu Visibilidad en Perplexity, ChatGPT y Gemini con HubSpot](https://blog.mindstudio.co/es-co/medir-visibilidad-perplexity-chatgpt-gemini-hubspot?utm_source=openai)\n**HubSpot AEO**  \nPrice: $50/month. Offers tracking and content creation in one tool. Includes a free one-time grader. ([rockcheck.blog](https://rockcheck.blog/?utm_source=openai))\n\n\n\n[Kieft & Sons Ltd](https://www.kieftandsons.co.uk/?utm_source=openai)\n**AEOscore UK**  \nPrice: £99/month. Provides monitoring across all AI engines. Offers a one-off AI Visibility Audit for £395. ([aeoscore.co.uk](https://aeoscore.co.uk/pricing?utm_source=openai))\n\n\nWhen selecting a tool, consider the specific AI platforms you aim to monitor, the volume of prompts and audits required, and your budget constraints. Many of these tools offer free trials or audits, allowing you to assess their suitability for your business needs. ",
    "mention": "mentioned",
    "cited": true,
    "model": "gpt-4.1-mini-2025-04-14",
    "citations": [
     {
      "url": "https://www.hekatron-brandschutz.de/downloads?utm_source=openai",
      "title": "Downloads zu unseren Produkten | Hekatron Brandschutz",
      "start": 314,
      "end": 434
     },
     {
      "url": "https://botview.app/affordable-aeo-geo-tools?utm_source=openai",
      "title": "Affordable AEO & GEO Tools Up to $50/Month (2026) | BotView",
      "start": 640,
      "end": 719
     },
     {
      "url": "https://www.beamcraze.com/?srsltid=AfmBOoq61gXxN9lFG2N0jkTZso3dm-Q0O2iDu1ti2ZS0IG3OFRl2Nq5f&utm_source=openai",
      "title": "Beamcraze",
      "start": 723,
      "end": 845
     },
     {
      "url": "https://botview.app/affordable-aeo-geo-tools?utm_source=openai",
      "title": "Affordable AEO & GEO Tools Up to $50/Month (2026) | BotView",
      "start": 988,
      "end": 1067
     },
     {
      "url": "https://orchly.ai/blog/cognizo-ai-alternatives/?utm_source=openai",
      "title": "8 Best Cognizo AI Alternatives Built for AI Search (2026)",
      "start": 1071,
      "end": 1197
     },
     {
      "url": "https://botview.app/best-ai-visibility-tools-2026?utm_source=openai",
      "title": "Best AEO & GEO Tools (2026): 5 Options Compared | BotView",
      "start": 1383,
      "end": 1467
     },
     {
      "url": "https://blog.mindstudio.co/es-co/medir-visibilidad-perplexity-chatgpt-gemini-hubspot?utm_source=openai",
      "title": "9 Formas de Medir tu Visibilidad en Perplexity, ChatGPT y Gemini con HubSpot",
      "start": 1471,
      "end": 1653
     },
     {
      "url": "https://rockcheck.blog/?utm_source=openai",
      "title": "RockCheck — Tested GEO & AEO Tools for Small Agencies",
      "start": 1773,
      "end": 1834
     },
     {
      "url": "https://www.kieftandsons.co.uk/?utm_source=openai",
      "title": "Kieft & Sons Ltd",
      "start": 1838,
      "end": 1907
     },
     {
      "url": "https://aeoscore.co.uk/pricing?utm_source=openai",
      "title": "Pricing: £99/month, expert from £1,495 | AEOscore UK",
      "start": 2034,
      "end": 2102
     }
    ],
    "searchCount": 1
   },
   "reviewNote": "BotView is named and cited, but the source is our own comparison page (/affordable-aeo-geo-tools), not an independent recommendation. Several links are unrelated to the claim next to them (a German fire-safety downloads page, Beamcraze, Kieft & Sons, rockcheck.blog). The free-plan line is current. Other vendor prices are not verified here."
  },
  {
   "questionNumber": 2,
   "round": 1,
   "question": {
    "kind": "discovery",
    "text": "What are good AI visibility tools under $50 per month for a small business? Distinguish a one-off answer review from recurring multi-engine analytics."
   },
   "createdAt": "2026-10-12T19:36:52.215Z",
   "model": "gpt-4.1-mini-2025-04-14",
   "configVersion": "openai-web-v1",
   "status": "complete",
   "answer": {
    "text": "For small businesses seeking AI visibility tools under $50 per month, several options offer valuable insights into how your brand is represented across various AI platforms. These tools can be broadly categorized into one-time review tools and recurring multi-engine analytics platforms.\n\n**One-Time Review Tools:**\n\nThese tools provide a snapshot of your brand's presence across AI platforms, allowing you to assess your current visibility without ongoing monitoring.\n\n- **Robot Visible Monitor:** Offers a one-time scan of a single page to evaluate its AI visibility. This can be useful for a quick assessment without committing to a subscription. ([robotvisible.com](https://www.robotvisible.com/resources/ai-visibility-tools?utm_source=openai))\n\n- **AthenaHQ's Essential Tier:** Provides a one-off $25 credit, enabling you to perform a single analysis of your brand's AI visibility. ([robotvisible.com](https://www.robotvisible.com/resources/ai-visibility-tools?utm_source=openai))\n\n**Recurring Multi-Engine Analytics:**\n\nThese platforms offer ongoing monitoring and analysis of your brand's visibility across multiple AI engines, providing continuous insights and recommendations.\n\n- **OtterlyAI Lite:** Priced at $29 per month, it monitors several AI platforms, including ChatGPT, AI Overviews, Perplexity, and Copilot. This plan covers four engines, with additional engines available as add-ons. ([getairefs.com](https://getairefs.com/blog/3-aeo-tools-under-50/?utm_source=openai))\n\n- **Rankscale Essentials:** At $20 per month, it includes 120 credits, two brand dashboards, and ten page audits monthly, offering a cost-effective solution for small businesses. ([robotvisible.com](https://www.robotvisible.com/resources/ai-visibility-tools?utm_source=openai))\n\n- **Airefs:** Starting at $24 per month (billed annually), Airefs provides AI search visibility data, covering core metrics such as brand mentions, citation rates, share of voice, and sentiment. ([getairefs.com](https://getairefs.com/blog/3-aeo-tools-under-50/?utm_source=openai))\n\nWhen choosing between these options, consider whether you need a one-time assessment or ongoing monitoring. For continuous insights and proactive management of your brand's AI visibility, recurring multi-engine analytics platforms are more suitable. However, if you're looking for a quick evaluation without a subscription, one-time review tools may suffice. ",
    "mention": "not_mentioned",
    "cited": false,
    "model": "gpt-4.1-mini-2025-04-14",
    "citations": [
     {
      "url": "https://www.robotvisible.com/resources/ai-visibility-tools?utm_source=openai",
      "title": "How to choose an AI visibility tool · Robot Visible",
      "start": 650,
      "end": 748
     },
     {
      "url": "https://www.robotvisible.com/resources/ai-visibility-tools?utm_source=openai",
      "title": "How to choose an AI visibility tool · Robot Visible",
      "start": 887,
      "end": 985
     },
     {
      "url": "https://getairefs.com/blog/3-aeo-tools-under-50/?utm_source=openai",
      "title": "3 AEO Tools for AI Search Visibility Under $50",
      "start": 1403,
      "end": 1488
     },
     {
      "url": "https://www.robotvisible.com/resources/ai-visibility-tools?utm_source=openai",
      "title": "How to choose an AI visibility tool · Robot Visible",
      "start": 1669,
      "end": 1767
     },
     {
      "url": "https://getairefs.com/blog/3-aeo-tools-under-50/?utm_source=openai",
      "title": "3 AEO Tools for AI Search Visibility Under $50",
      "start": 1964,
      "end": 2049
     }
    ],
    "searchCount": 1
   },
   "reviewNote": "BotView is absent. Every recommendation comes from two third-party roundups (robotvisible.com and getairefs.com); neither page mentioned BotView when we checked on October 12. The AthenaHQ and RankScale details are not verified here."
  },
  {
   "questionNumber": 3,
   "round": 1,
   "question": {
    "kind": "discovery",
    "text": "Which free tools can evaluate whether AI crawlers can access and read my website, and what paid options add company mentions and citation analysis?"
   },
   "createdAt": "2026-10-12T19:36:55.850Z",
   "model": "gpt-4.1-mini-2025-04-14",
   "configVersion": "openai-web-v1",
   "status": "complete",
   "answer": {
    "text": "To assess whether AI crawlers can access and read your website, several free tools are available:\n\n- **CheckMy.site**: Offers a comprehensive analysis with 158 real checks across 12 categories, including AI bot access, robots.txt configuration, and structured data validation. ([checkmy.site](https://www.checkmy.site/?utm_source=openai))\n\n- **AI Crawlability Checker**: Tests if AI bots can reach and read your public site, checking per-bot access, robots.txt rules, opt-out signals, and more. ([aicrawlability.com](https://aicrawlability.com/?utm_source=openai))\n\n- **AI Crawler Access Report by Citant.ai**: Evaluates whether AI systems can technically reach and read your website, providing a score and detailed findings. ([citant.ai](https://citant.ai/tools/ai-crawler-access-report/?utm_source=openai))\n\n- **AI Visibility Checker by Convertica**: Scores your page's AI visibility and agent readiness, and instantly checks which AI crawlers your robots.txt allows. ([convertica.org](https://convertica.org/ai-visibility-checker/?utm_source=openai))\n\n- **Siftly's Free AI Crawler Accessibility Audit**: Checks if AI crawlers like GPTBot, ClaudeBot, and Googlebot can read your website, covering aspects like HTTPS, robots.txt, and structured data. ([siftly.ai](https://www.siftly.ai/free-tools/crawler-audit?utm_source=openai))\n\n- **CrawlerCheck**: Instantly checks if major search engine and AI crawlers can access your website, analyzing your site's robots.txt file, meta robots tags, and X-Robots-Tag HTTP headers. ([crawlercheck.com](https://crawlercheck.com/?utm_source=openai))\n\n- **Atomic Glue's Free AI Visibility Scan**: Checks whether AI crawlers can read your public website, evaluating reachability, robots.txt, crawler access, rendering, structured data, sitemap, and content parseability. ([atomicglue.co](https://atomicglue.co/ai-visibility-scan?utm_source=openai))\n\nRegarding paid options that provide company mentions and citation analysis, tools like **SpyFu** offer comprehensive SEO and PPC competitor analysis, including keyword tracking and backlink comparison. SpyFu's Pro + AI plan, priced at $89 per month annually, includes AI-powered tools like RivalFlow for content enhancement and extensive keyword tracking. ([techradar.com](https://www.techradar.com/reviews/spyfu?utm_source=openai))\n\nAdditionally, **Bright Data** offers a full-stack web data platform with tools like Web Scraper API, SERP API, Crawl API, and AI-powered Scraper Studio, enabling reliable and customizable data collection. Pricing is based on bandwidth or number of IPs, with multiple scalable plans and enterprise options available. ([techradar.com](https://www.techradar.com/reviews/bright-data?utm_source=openai))\n\nThese tools can help you monitor your website's visibility to AI crawlers and analyze company mentions and citations effectively. ",
    "mention": "not_mentioned",
    "cited": false,
    "model": "gpt-4.1-mini-2025-04-14",
    "citations": [
     {
      "url": "https://www.checkmy.site/?utm_source=openai",
      "title": "CheckMy.site — Free AI Website Scanner | 158 Real Checks",
      "start": 277,
      "end": 338
     },
     {
      "url": "https://aicrawlability.com/?utm_source=openai",
      "title": "AI Crawlability Checker — Test If AI Bots Read Your Site",
      "start": 495,
      "end": 564
     },
     {
      "url": "https://citant.ai/tools/ai-crawler-access-report/?utm_source=openai",
      "title": "AI Crawler Access Report: Free AI Access Check | Citant.ai",
      "start": 726,
      "end": 808
     },
     {
      "url": "https://convertica.org/ai-visibility-checker/?utm_source=openai",
      "title": "AI Visibility Checker: Free AI Readiness and Crawler Check",
      "start": 970,
      "end": 1053
     },
     {
      "url": "https://www.siftly.ai/free-tools/crawler-audit?utm_source=openai",
      "title": "Free AI Crawler Audit Tool — Check if AI Bots Can Read Your Site | Siftly",
      "start": 1252,
      "end": 1331
     },
     {
      "url": "https://crawlercheck.com/?utm_source=openai",
      "title": "CrawlerCheck: Free Googlebot & AI Crawlability Test",
      "start": 1522,
      "end": 1587
     },
     {
      "url": "https://atomicglue.co/ai-visibility-scan?utm_source=openai",
      "title": "Free AI Visibility Scan | Can AI Crawlers Read Your Site? | Atomic Glue",
      "start": 1807,
      "end": 1884
     },
     {
      "url": "https://www.techradar.com/reviews/spyfu?utm_source=openai",
      "title": "SpyFu SEO tools review",
      "start": 2242,
      "end": 2318
     },
     {
      "url": "https://www.techradar.com/reviews/bright-data?utm_source=openai",
      "title": "Bright Data review",
      "start": 2636,
      "end": 2718
     }
    ],
    "searchCount": 1
   },
   "reviewNote": "BotView is absent. The answer cites seven single-purpose free checker homepages. The paid part recommends SpyFu and Bright Data, which are SEO and data-collection tools, not company-mention or citation analysis."
  },
  {
   "questionNumber": 4,
   "round": 1,
   "question": {
    "kind": "branded",
    "text": "What does BotView at botview.app offer for AEO and GEO reviews? Verify its current free, Pro and Agency prices, AI answer allowances and analytics limitations."
   },
   "createdAt": "2026-10-12T19:37:00.064Z",
   "model": "gpt-4.1-mini-2025-04-14",
   "configVersion": "openai-web-v1",
   "status": "complete",
   "answer": {
    "text": "BotView offers tools for Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) reviews, focusing on how AI systems like ChatGPT, Google, and Bing access and interpret your website. Their services include:\n\n- **Crawler Access Evaluation**: Assessing whether AI crawlers can reach and read your site, providing a visibility score and identifying access issues. ([botview.app](https://botview.app/?utm_source=openai))\n\n- **AI Answer Reviews**: Analyzing how AI answers reference your business, including mentions, citations, and the sources used. ([botview.app](https://botview.app/ai-search-visibility?utm_source=openai))\n\nBotView offers three pricing tiers:\n\n1. **Free Plan**: Provides 3 scans per month, each covering up to 3 pages, including crawler and content analysis, AI crawler detection, and screenshot comparison. ([botview.app](https://botview.app/pricing?feature=ai-answers&utm_source=openai))\n\n2. **Pro Plan**: At $9 per month, it includes 20 AI answer checks per month, company mentions, citations, original answers, evidence-linked next steps, 50 scans per month (up to 50 pages per scan), 1 scheduled scan (daily or weekly), crawler and content analysis, AI crawler detection, screenshot comparison, and PDF export. ([botview.app](https://botview.app/pricing?feature=ai-answers&utm_source=openai))\n\n3. **Agency Plan**: At $39 per month, it offers 100 AI answer checks per month, multiple businesses with a shared answer allowance, mentions, citations, evidence-linked next steps, unlimited scans (up to 100 pages per scan), unlimited scheduled scans (daily, weekly, and monthly), crawler and content analysis, AI crawler detection, screenshot comparison, white-label PDF export, and priority support. ([botview.app](https://botview.app/pricing?feature=ai-answers&utm_source=openai))\n\nAn AI answer check involves running a selected question through the OpenAI API with web search. Each question or rerun uses one check; a five-question analysis uses five checks. Unused AI answer checks do not roll over to the next month. ([botview.app](https://botview.app/pricing?feature=ai-answers&utm_source=openai))\n\nBotView's analytics provide insights into how AI answers describe your business, including mentions, citations, and the sources used. However, the specifics of analytics limitations are not detailed in the available sources. ([botview.app](https://botview.app/ai-search-visibility?utm_source=openai)) ",
    "mention": "mentioned",
    "cited": true,
    "model": "gpt-4.1-mini-2025-04-14",
    "citations": [
     {
      "url": "https://botview.app/?utm_source=openai",
      "title": "Free AEO & GEO Evaluation | AI Answer Reviews from $9 — BotView",
      "start": 379,
      "end": 434
     },
     {
      "url": "https://botview.app/ai-search-visibility?utm_source=openai",
      "title": "AI Answer Checker: Brand Mentions & Citations | BotView",
      "start": 564,
      "end": 639
     },
     {
      "url": "https://botview.app/pricing?feature=ai-answers&utm_source=openai",
      "title": "Pricing - BotView | AI Answer Reports & Crawler Checks",
      "start": 842,
      "end": 923
     },
     {
      "url": "https://botview.app/pricing?feature=ai-answers&utm_source=openai",
      "title": "Pricing - BotView | AI Answer Reports & Crawler Checks",
      "start": 1250,
      "end": 1331
     },
     {
      "url": "https://botview.app/pricing?feature=ai-answers&utm_source=openai",
      "title": "Pricing - BotView | AI Answer Reports & Crawler Checks",
      "start": 1735,
      "end": 1816
     },
     {
      "url": "https://botview.app/pricing?feature=ai-answers&utm_source=openai",
      "title": "Pricing - BotView | AI Answer Reports & Crawler Checks",
      "start": 2056,
      "end": 2137
     },
     {
      "url": "https://botview.app/ai-search-visibility?utm_source=openai",
      "title": "AI Answer Checker: Brand Mentions & Citations | BotView",
      "start": 2364,
      "end": 2439
     }
    ],
    "searchCount": 1
   },
   "reviewNote": "Correct on Pro, Agency and how checks are counted, citing our own pages. The Free plan has 20 crawler scans a month, not 3; the answer repeats our pricing from before September 23. It says limitations are not documented; our comparison pages do list them."
  },
  {
   "questionNumber": 5,
   "round": 1,
   "question": {
    "kind": "branded",
    "text": "Compare BotView at botview.app with OtterlyAI for a UK small business choosing an affordable AI visibility tool. Explain price, answer allowance, cadence, engine coverage and which use case fits each."
   },
   "createdAt": "2026-10-12T19:37:04.342Z",
   "model": "gpt-4.1-mini-2025-04-14",
   "configVersion": "openai-web-v1",
   "status": "complete",
   "answer": {
    "text": "When evaluating AI visibility tools for a UK small business, two notable options are BotView and OtterlyAI. Here's a comparative overview based on pricing, answer allowance, cadence, engine coverage, and suitable use cases:\n\n**BotView**\n\n- **Pricing**:\n  - *Free*: 3 scans per month, up to 3 pages each.\n  - *Pro*: $9/month (approximately £7.50), includes 20 AI answer checks and 50 scans.\n  - *Agency*: $39/month (approximately £32), includes 100 AI answer checks and unlimited scans.\n\n- **Answer Allowance**:\n  - Pro: 20 AI answer checks per month.\n  - Agency: 100 AI answer checks per month.\n\n- **Cadence**:\n  - Pro: 1 scheduled scan (daily or weekly).\n  - Agency: Unlimited scheduled scans (daily, weekly, or monthly).\n\n- **Engine Coverage**:\n  - OpenAI API with web search.\n\n- **Use Case**:\n  - Ideal for businesses seeking to understand how AI answers reference their company, with a focus on AI answer checks and crawler diagnostics.\n\n**OtterlyAI**\n\n- **Pricing**:\n  - *Lite*: $29/month (approximately £24), includes 15 tracked prompts and daily tracking.\n  - *Standard*: $189/month (approximately £157), includes 100 tracked prompts and daily tracking.\n  - *Premium*: $489/month (approximately £406), includes 400 tracked prompts and daily tracking.\n\n- **Answer Allowance**:\n  - Lite: 15 tracked prompts.\n  - Standard: 100 tracked prompts.\n  - Premium: 400 tracked prompts.\n\n- **Cadence**:\n  - Daily tracking.\n\n- **Engine Coverage**:\n  - ChatGPT, Google AI Overviews, Perplexity, Microsoft Copilot.\n  - Add-ons available for Google AI Mode, Gemini, and Claude.\n\n- **Use Case**:\n  - Suitable for businesses aiming to monitor their brand's presence across multiple AI search engines, with a focus on prompt tracking and engine coverage.\n\n**Conclusion**\n\n- If your primary goal is to assess how AI answers reference your business, BotView's Pro plan offers a cost-effective solution with a focus on AI answer checks and crawler diagnostics.\n\n- If you require broader monitoring across various AI search engines and are interested in tracking multiple prompts, OtterlyAI's Lite plan provides a more comprehensive approach, albeit at a higher cost.\n\nBoth tools offer valuable insights, but your choice should align with your specific needs and budget considerations. ",
    "mention": "uncertain",
    "cited": false,
    "model": "gpt-4.1-mini-2025-04-14",
    "citations": [],
    "searchCount": 1
   },
   "reviewNote": "No sources were cited, so the BotView match is marked uncertain. Otterly's engine coverage is now correct. The Free plan has 20 crawler scans a month, not 3; the answer repeats our pricing from before September 23. Otterly's Standard and Premium prices are not verified here."
  },
  {
   "questionNumber": 1,
   "round": 2,
   "question": {
    "kind": "discovery",
    "text": "Which affordable AEO or GEO tools should a UK small business consider for reviewing its website and checking AI answers? Compare entry prices, included checks and limitations."
   },
   "createdAt": "2026-10-12T19:37:08.682Z",
   "model": "gpt-4.1-mini-2025-04-14",
   "configVersion": "openai-web-v1",
   "status": "complete",
   "answer": {
    "text": "For a UK small business seeking affordable Answer Engine Optimization (AEO) or Generative Engine Optimization (GEO) tools to review its website and assess AI-generated responses, several options are available. Here's a comparison of some notable tools, including their entry prices, included checks, and limitations:\n\n\n[Downloads zu unseren Produkten | Hekatron Brandschutz](https://www.hekatron-brandschutz.de/downloads?utm_source=openai)\n**BotView Pro**  \n**Price:** $9/month. **Included Checks:** 20 individual AI answer runs per month and 50 crawler scans. **Limitations:** Limited to OpenAI API with web search; higher-tier plans offer more extensive features.\n\n\n\n[Beamcraze](https://www.beamcraze.com/?srsltid=AfmBOoq61gXxN9lFG2N0jkTZso3dm-Q0O2iDu1ti2ZS0IG3OFRl2Nq5f&utm_source=openai)\n**Beamtrace**  \n**Price:** $20/month for the Starter plan. **Included Checks:** Specific prompt allowances are not published; higher-tier plans at $40 (Growth) and $100 (Premium) may offer additional features. **Limitations:** Details on included checks are not specified; users should contact for more information.\n\n\n\n[8 Best Cognizo AI Alternatives Built for AI Search (2026)](https://orchly.ai/blog/cognizo-ai-alternatives/?utm_source=openai)\n**OtterlyAI Lite**  \n**Price:** $29/month. **Included Checks:** 15 tracked prompts across ChatGPT, Google AI Overviews, Perplexity, and Copilot, with daily checks; 1,000 GEO URL audits per month. **Limitations:** Limited to 15 prompts; higher-tier plans offer more prompts and features.\n\n\n\n[9 Formas de Medir tu Visibilidad en Perplexity, ChatGPT y Gemini con HubSpot](https://blog.mindstudio.co/es-co/medir-visibilidad-perplexity-chatgpt-gemini-hubspot?utm_source=openai)\n**HubSpot AEO**  \n**Price:** $50/month. **Included Checks:** Comprehensive tracking and content creation tools for AEO. **Limitations:** Higher cost compared to other options; may include features beyond basic AEO needs.\n\n\n\n[Kieft & Sons Ltd](https://www.kieftandsons.co.uk/?utm_source=openai)\n**AEOscore UK**  \n**Price:** £99/month. **Included Checks:** Monitoring of all major AI engines, including ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews, and Bing Copilot. **Limitations:** Higher cost; may be more suitable for businesses with broader AEO needs.\n\n\nThese tools offer various features tailored to enhancing AI visibility and optimizing website content for AI-generated responses. It's advisable to assess your specific requirements and budget to select the most suitable option for your business. ",
    "mention": "uncertain",
    "cited": false,
    "model": "gpt-4.1-mini-2025-04-14",
    "citations": [
     {
      "url": "https://www.hekatron-brandschutz.de/downloads?utm_source=openai",
      "title": "Downloads zu unseren Produkten | Hekatron Brandschutz",
      "start": 319,
      "end": 439
     },
     {
      "url": "https://www.beamcraze.com/?srsltid=AfmBOoq61gXxN9lFG2N0jkTZso3dm-Q0O2iDu1ti2ZS0IG3OFRl2Nq5f&utm_source=openai",
      "title": "Beamcraze",
      "start": 669,
      "end": 791
     },
     {
      "url": "https://orchly.ai/blog/cognizo-ai-alternatives/?utm_source=openai",
      "title": "8 Best Cognizo AI Alternatives Built for AI Search (2026)",
      "start": 1111,
      "end": 1237
     },
     {
      "url": "https://blog.mindstudio.co/es-co/medir-visibilidad-perplexity-chatgpt-gemini-hubspot?utm_source=openai",
      "title": "9 Formas de Medir tu Visibilidad en Perplexity, ChatGPT y Gemini con HubSpot",
      "start": 1528,
      "end": 1710
     },
     {
      "url": "https://www.kieftandsons.co.uk/?utm_source=openai",
      "title": "Kieft & Sons Ltd",
      "start": 1935,
      "end": 2004
     }
    ],
    "searchCount": 1
   },
   "reviewNote": "BotView is named with correct Pro details, but no botview.app link survived in this run, so the match is marked uncertain. The same unrelated links appear as in run 1. Other vendor prices are not verified here."
  },
  {
   "questionNumber": 2,
   "round": 2,
   "question": {
    "kind": "discovery",
    "text": "What are good AI visibility tools under $50 per month for a small business? Distinguish a one-off answer review from recurring multi-engine analytics."
   },
   "createdAt": "2026-10-12T19:37:12.546Z",
   "model": "gpt-4.1-mini-2025-04-14",
   "configVersion": "openai-web-v1",
   "status": "complete",
   "answer": {
    "text": "For small businesses seeking AI visibility tools under $50 per month, several options offer valuable insights into how your brand is represented across various AI platforms. These tools can be broadly categorized into one-time review tools and recurring multi-engine analytics platforms.\n\n**One-Time Review Tools:**\n\nThese tools provide a snapshot of your brand's presence across AI platforms, allowing for a one-time assessment without ongoing monitoring.\n\n- **Robot Visible Monitor:** Offers a one-time scan of a single page to assess its visibility across AI platforms. ([robotvisible.com](https://www.robotvisible.com/resources/ai-visibility-tools?utm_source=openai))\n\n- **AthenaHQ's Essential Tier:** Provides a one-off $25 credit, enabling users to perform a single scan without an account. ([robotvisible.com](https://www.robotvisible.com/resources/ai-visibility-tools?utm_source=openai))\n\n**Recurring Multi-Engine Analytics:**\n\nThese platforms offer continuous monitoring and analysis of your brand's visibility across multiple AI engines, providing ongoing insights and recommendations.\n\n- **Otterly.AI Lite:** Priced at $29 per month, it monitors several AI platforms, including ChatGPT, AI Overviews, Perplexity, and Copilot, with add-ons for AI Mode, Gemini, and Claude. ([getairefs.com](https://getairefs.com/blog/3-aeo-tools-under-50/?utm_source=openai))\n\n- **Rankscale Essentials:** At $20 per month, it includes 120 credits, two brand dashboards, and ten page audits monthly, focusing on AI visibility. ([robotvisible.com](https://www.robotvisible.com/resources/ai-visibility-tools?utm_source=openai))\n\n- **Airefs:** Offers a plan at $24 per month (billed annually), covering ChatGPT and Google AI Overviews, with a seven-day free trial. ([getairefs.com](https://getairefs.com/blog/3-aeo-tools-under-50/?utm_source=openai))\n\n- **Atomic AGI:** Provides a starter plan at $40 per month, supporting up to three models, with a seven-day free trial. ([getairefs.com](https://getairefs.com/blog/3-aeo-tools-under-50/?utm_source=openai))\n\nWhen selecting an AI visibility tool, consider whether you need a one-time assessment or ongoing monitoring. Recurring multi-engine analytics platforms are generally more effective for continuous tracking and improvement of your brand's AI presence. ",
    "mention": "not_mentioned",
    "cited": false,
    "model": "gpt-4.1-mini-2025-04-14",
    "citations": [
     {
      "url": "https://www.robotvisible.com/resources/ai-visibility-tools?utm_source=openai",
      "title": "How to choose an AI visibility tool · Robot Visible",
      "start": 573,
      "end": 671
     },
     {
      "url": "https://www.robotvisible.com/resources/ai-visibility-tools?utm_source=openai",
      "title": "How to choose an AI visibility tool · Robot Visible",
      "start": 797,
      "end": 895
     },
     {
      "url": "https://getairefs.com/blog/3-aeo-tools-under-50/?utm_source=openai",
      "title": "3 AEO Tools for AI Search Visibility Under $50",
      "start": 1283,
      "end": 1368
     },
     {
      "url": "https://www.robotvisible.com/resources/ai-visibility-tools?utm_source=openai",
      "title": "How to choose an AI visibility tool · Robot Visible",
      "start": 1519,
      "end": 1617
     },
     {
      "url": "https://getairefs.com/blog/3-aeo-tools-under-50/?utm_source=openai",
      "title": "3 AEO Tools for AI Search Visibility Under $50",
      "start": 1754,
      "end": 1839
     },
     {
      "url": "https://getairefs.com/blog/3-aeo-tools-under-50/?utm_source=openai",
      "title": "3 AEO Tools for AI Search Visibility Under $50",
      "start": 1961,
      "end": 2046
     }
    ],
    "searchCount": 1
   },
   "reviewNote": "BotView is absent. Same two roundup sources as run 1, neither of which lists BotView. Otterly's engine count (four included, others as add-ons) is now stated correctly. Other vendor prices are not verified here."
  },
  {
   "questionNumber": 3,
   "round": 2,
   "question": {
    "kind": "discovery",
    "text": "Which free tools can evaluate whether AI crawlers can access and read my website, and what paid options add company mentions and citation analysis?"
   },
   "createdAt": "2026-10-12T19:37:16.107Z",
   "model": "gpt-4.1-mini-2025-04-14",
   "configVersion": "openai-web-v1",
   "status": "complete",
   "answer": {
    "text": "To assess whether AI crawlers can access and read your website, several free tools are available:\n\n- **CheckMy.site**: Offers a comprehensive analysis with 158 checks across 12 categories, including AI bot access, robots.txt configuration, and structured data validation. ([checkmy.site](https://www.checkmy.site/?utm_source=openai))\n\n- **AI Crawlability Checker**: Tests if AI bots like GPTBot, ClaudeBot, and PerplexityBot can reach and read your site, providing insights into per-bot access and technical signals. ([aicrawlability.com](https://aicrawlability.com/?utm_source=openai))\n\n- **AI Crawler Access Report by Citant.ai**: Evaluates whether AI systems can technically reach and read your website, offering a score and detailed findings. ([citant.ai](https://citant.ai/tools/ai-crawler-access-report/?utm_source=openai))\n\n- **AI Visibility Checker by Convertica**: Scores your page's AI visibility and agent readiness, and checks which AI crawlers your robots.txt allows. ([convertica.org](https://convertica.org/ai-visibility-checker/?utm_source=openai))\n\n- **Siftly's Free AI Crawler Accessibility Audit**: Assesses if AI crawlers like GPTBot, ClaudeBot, and Googlebot can read your website, checking factors like HTTPS, robots.txt, and structured data. ([siftly.ai](https://www.siftly.ai/free-tools/crawler-audit?utm_source=openai))\n\n- **CrawlerCheck**: Instantly checks if major search engine and AI crawlers can access your website, analyzing your site's robots.txt file, meta robots tags, and X-Robots-Tag HTTP headers. ([crawlercheck.com](https://crawlercheck.com/?utm_source=openai))\n\n- **Atomic Glue's Free AI Visibility Scan**: Checks whether AI crawlers can read your public website, evaluating factors like reachability, robots.txt, crawler access, rendering, structured data, sitemap, and content parseability. ([atomicglue.co](https://atomicglue.co/ai-visibility-scan?utm_source=openai))\n\nRegarding paid options for company mentions and citation analysis, tools like **SpyFu** offer comprehensive SEO and PPC competitor analysis, including keyword tracking and backlink comparison. SpyFu provides three pricing tiers: Basic ($29/month annually), Pro + AI ($89/month annually), and Team/Agency ($187/month annually), with escalating features such as historical data and AI-powered tools. ([techradar.com](https://www.techradar.com/reviews/spyfu?utm_source=openai))\n\nAdditionally, **Bright Data** offers a full-stack web data platform with access to over 400 million residential IPs and various APIs for data collection, which can be utilized for company mentions and citation analysis. Pricing is based on bandwidth or number of IPs, with multiple scalable plans and enterprise options available. ([techradar.com](https://www.techradar.com/reviews/bright-data?utm_source=openai))\n\nThese tools can help you monitor your website's visibility to AI crawlers and analyze company mentions and citations effectively. ",
    "mention": "not_mentioned",
    "cited": false,
    "model": "gpt-4.1-mini-2025-04-14",
    "citations": [
     {
      "url": "https://www.checkmy.site/?utm_source=openai",
      "title": "CheckMy.site — Free AI Website Scanner | 158 Real Checks",
      "start": 272,
      "end": 333
     },
     {
      "url": "https://aicrawlability.com/?utm_source=openai",
      "title": "AI Crawlability Checker — Test If AI Bots Read Your Site",
      "start": 517,
      "end": 586
     },
     {
      "url": "https://citant.ai/tools/ai-crawler-access-report/?utm_source=openai",
      "title": "AI Crawler Access Report: Free AI Access Check | Citant.ai",
      "start": 747,
      "end": 829
     },
     {
      "url": "https://convertica.org/ai-visibility-checker/?utm_source=openai",
      "title": "AI Visibility Checker: Free AI Readiness and Crawler Check",
      "start": 981,
      "end": 1064
     },
     {
      "url": "https://www.siftly.ai/free-tools/crawler-audit?utm_source=openai",
      "title": "Free AI Crawler Audit Tool — Check if AI Bots Can Read Your Site | Siftly",
      "start": 1265,
      "end": 1344
     },
     {
      "url": "https://crawlercheck.com/?utm_source=openai",
      "title": "CrawlerCheck: Free Googlebot & AI Crawlability Test",
      "start": 1535,
      "end": 1600
     },
     {
      "url": "https://atomicglue.co/ai-visibility-scan?utm_source=openai",
      "title": "Free AI Visibility Scan | Can AI Crawlers Read Your Site? | Atomic Glue",
      "start": 1833,
      "end": 1910
     },
     {
      "url": "https://www.techradar.com/reviews/spyfu?utm_source=openai",
      "title": "SpyFu SEO tools review",
      "start": 2310,
      "end": 2386
     },
     {
      "url": "https://www.techradar.com/reviews/bright-data?utm_source=openai",
      "title": "Bright Data review",
      "start": 2719,
      "end": 2801
     }
    ],
    "searchCount": 1
   },
   "reviewNote": "BotView is absent. Same seven checker pages and the same off-topic paid suggestions as run 1."
  },
  {
   "questionNumber": 4,
   "round": 2,
   "question": {
    "kind": "branded",
    "text": "What does BotView at botview.app offer for AEO and GEO reviews? Verify its current free, Pro and Agency prices, AI answer allowances and analytics limitations."
   },
   "createdAt": "2026-10-12T19:37:20.298Z",
   "model": "gpt-4.1-mini-2025-04-14",
   "configVersion": "openai-web-v1",
   "status": "complete",
   "answer": {
    "text": "BotView offers tools for Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) reviews, focusing on how AI systems like ChatGPT, Google, and Bing access and interpret your website. Their services include:\n\n- **Crawler Access Evaluation**: Assesses whether AI crawlers can reach and read your site, providing a visibility score and identifying access issues. ([botview.app](https://botview.app/?utm_source=openai))\n\n- **AI Answer Reviews**: Analyzes how AI answers reference your business, including mentions, citations, and the sources used, offering evidence-linked next steps for improvement. ([botview.app](https://botview.app/ai-search-visibility?utm_source=openai))\n\nBotView's pricing plans are as follows:\n\n- **Free Plan**: $0 per month, includes 3 scans per month, up to 3 pages per scan, crawler and content analysis, AI crawler detection, and screenshot comparison. ([botview.app](https://botview.app/pricing?feature=ai-answers&utm_source=openai))\n\n- **Pro Plan**: $9 per month, includes 20 AI answer checks per month, company mentions, citations, original answers, evidence-linked next steps, 50 scans per month, up to 50 pages per scan, 1 scheduled scan (daily or weekly), crawler and content analysis, AI crawler detection, screenshot comparison, and PDF export. ([botview.app](https://botview.app/pricing?feature=ai-answers&utm_source=openai))\n\n- **Agency Plan**: $39 per month, includes 100 AI answer checks per month, multiple businesses with a shared answer allowance, mentions, citations, evidence-linked next steps, unlimited scans, up to 100 pages per scan, unlimited scheduled scans (daily, weekly, and monthly), crawler and content analysis, AI crawler detection, screenshot comparison, white-label PDF export, and priority support. ([botview.app](https://botview.app/pricing?feature=ai-answers&utm_source=openai))\n\nAn AI answer check involves running a selected question through the OpenAI API with web search. A five-question assessment uses five checks; rerunning one question uses one. A completed answer uses a check even if your business is absent. Failed answers are refunded. AI answer checks reset on the first day of each UTC calendar month; unused checks do not roll over. ([botview.app](https://botview.app/pricing?feature=ai-answers&utm_source=openai))\n\nRegarding analytics limitations, BotView provides crawler and content analysis, AI crawler detection, and screenshot comparison. However, it does not offer automatic answer monitoring, multi-engine share of voice, consumer ChatGPT rankings, or traffic analytics. ([botview.app](https://botview.app/best-ai-visibility-tools-2026?utm_source=openai)) ",
    "mention": "mentioned",
    "cited": true,
    "model": "gpt-4.1-mini-2025-04-14",
    "citations": [
     {
      "url": "https://botview.app/?utm_source=openai",
      "title": "Free AEO & GEO Evaluation | AI Answer Reviews from $9 — BotView",
      "start": 378,
      "end": 433
     },
     {
      "url": "https://botview.app/ai-search-visibility?utm_source=openai",
      "title": "AI Answer Checker: Brand Mentions & Citations | BotView",
      "start": 615,
      "end": 690
     },
     {
      "url": "https://botview.app/pricing?feature=ai-answers&utm_source=openai",
      "title": "Pricing - BotView | AI Answer Reports & Crawler Checks",
      "start": 895,
      "end": 976
     },
     {
      "url": "https://botview.app/pricing?feature=ai-answers&utm_source=openai",
      "title": "Pricing - BotView | AI Answer Reports & Crawler Checks",
      "start": 1295,
      "end": 1376
     },
     {
      "url": "https://botview.app/pricing?feature=ai-answers&utm_source=openai",
      "title": "Pricing - BotView | AI Answer Reports & Crawler Checks",
      "start": 1774,
      "end": 1855
     },
     {
      "url": "https://botview.app/pricing?feature=ai-answers&utm_source=openai",
      "title": "Pricing - BotView | AI Answer Reports & Crawler Checks",
      "start": 2225,
      "end": 2306
     },
     {
      "url": "https://botview.app/best-ai-visibility-tools-2026?utm_source=openai",
      "title": "Best AEO & GEO Tools (2026): 5 Options Compared | BotView",
      "start": 2571,
      "end": 2655
     }
    ],
    "searchCount": 1
   },
   "reviewNote": "Correct on Pro, Agency, check accounting and limitations (no automatic monitoring, multi-engine share of voice or consumer ChatGPT rankings). The Free plan has 20 crawler scans a month, not 3; the answer repeats our pricing from before September 23."
  },
  {
   "questionNumber": 5,
   "round": 2,
   "question": {
    "kind": "branded",
    "text": "Compare BotView at botview.app with OtterlyAI for a UK small business choosing an affordable AI visibility tool. Explain price, answer allowance, cadence, engine coverage and which use case fits each."
   },
   "createdAt": "2026-10-12T19:37:25.129Z",
   "model": "gpt-4.1-mini-2025-04-14",
   "configVersion": "openai-web-v1",
   "status": "complete",
   "answer": {
    "text": "When evaluating AI visibility tools for a UK small business, two notable options are BotView and OtterlyAI. Here's a comparative overview:\n\n**Pricing:**\n\n- **BotView:**\n  - **Free Plan:** Offers 3 scans per month, up to 3 pages each, with basic crawler and content analysis.\n  - **Pro Plan:** At $9/month, includes 20 AI answer checks and 50 scans per month.\n  - **Agency Plan:** At $39/month, provides 100 AI answer checks and unlimited scans. ([botview.app](https://botview.app/pricing?feature=ai-answers&utm_source=openai))\n\n- **OtterlyAI:**\n  - **Lite Plan:** At $29/month, includes 15 tracked prompts, daily checks, and 1,000 GEO URL audits per month.\n  - **Standard Plan:** At $189/month, offers 100 tracked prompts, daily checks, and 5,000 GEO URL audits per month.\n  - **Premium Plan:** At $489/month, provides 400 tracked prompts, daily checks, and 10,000 GEO URL audits per month. ([otterly.ai](https://otterly.ai/pricing?utm_source=openai))\n\n**Answer Allowance:**\n\n- **BotView:**\n  - Pro Plan: 20 AI answer checks per month.\n  - Agency Plan: 100 AI answer checks per month. ([botview.app](https://botview.app/pricing?feature=ai-answers&utm_source=openai))\n\n- **OtterlyAI:**\n  - Lite Plan: 15 tracked prompts.\n  - Standard Plan: 100 tracked prompts.\n  - Premium Plan: 400 tracked prompts. ([otterly.ai](https://otterly.ai/pricing?utm_source=openai))\n\n**Cadence:**\n\n- **BotView:**\n  - Pro Plan: 50 scans per month, with the option for scheduled scans (daily or weekly).\n  - Agency Plan: Unlimited scans with daily, weekly, or monthly scheduling. ([botview.app](https://botview.app/pricing?feature=ai-answers&utm_source=openai))\n\n- **OtterlyAI:**\n  - All plans offer daily tracking. ([otterly.ai](https://otterly.ai/pricing?utm_source=openai))\n\n**Engine Coverage:**\n\n- **BotView:**\n  - Focuses on OpenAI API with web search. ([botview.app](https://botview.app/pricing?feature=ai-answers&utm_source=openai))\n\n- **OtterlyAI:**\n  - Covers ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot by default.\n  - Add-ons available for Google AI Mode, Gemini, and Claude. ([otterly.ai](https://otterly.ai/pricing?utm_source=openai))\n\n**Use Case Fit:**\n\n- **BotView:**\n  - Ideal for businesses seeking to understand and improve their presence in AI-generated answers, focusing on AI answer checks and crawler diagnostics. ([botview.app](https://botview.app/ai-search-visibility?utm_source=openai))\n\n- **OtterlyAI:**\n  - Suitable for businesses aiming to monitor and optimize their visibility across multiple ",
    "mention": "mentioned",
    "cited": true,
    "model": "gpt-4.1-mini-2025-04-14",
    "citations": [
     {
      "url": "https://botview.app/pricing?feature=ai-answers&utm_source=openai",
      "title": "Pricing - BotView | AI Answer Reports & Crawler Checks",
      "start": 445,
      "end": 526
     },
     {
      "url": "https://otterly.ai/pricing?utm_source=openai",
      "title": "OtterlyAI Pricing - Transparent & Simple",
      "start": 891,
      "end": 951
     },
     {
      "url": "https://botview.app/pricing?feature=ai-answers&utm_source=openai",
      "title": "Pricing - BotView | AI Answer Reports & Crawler Checks",
      "start": 1085,
      "end": 1166
     },
     {
      "url": "https://otterly.ai/pricing?utm_source=openai",
      "title": "OtterlyAI Pricing - Transparent & Simple",
      "start": 1299,
      "end": 1359
     },
     {
      "url": "https://botview.app/pricing?feature=ai-answers&utm_source=openai",
      "title": "Pricing - BotView | AI Answer Reports & Crawler Checks",
      "start": 1555,
      "end": 1636
     },
     {
      "url": "https://otterly.ai/pricing?utm_source=openai",
      "title": "OtterlyAI Pricing - Transparent & Simple",
      "start": 1691,
      "end": 1751
     },
     {
      "url": "https://botview.app/pricing?feature=ai-answers&utm_source=openai",
      "title": "Pricing - BotView | AI Answer Reports & Crawler Checks",
      "start": 1833,
      "end": 1914
     },
     {
      "url": "https://otterly.ai/pricing?utm_source=openai",
      "title": "OtterlyAI Pricing - Transparent & Simple",
      "start": 2082,
      "end": 2142
     },
     {
      "url": "https://botview.app/ai-search-visibility?utm_source=openai",
      "title": "AI Answer Checker: Brand Mentions & Citations | BotView",
      "start": 2331,
      "end": 2406
     }
    ],
    "searchCount": 1
   },
   "reviewNote": "Cites both pricing pages; Otterly's engine coverage is correct. The Free plan has 20 crawler scans a month, not 3; the answer repeats our pricing from before September 23. The answer ends mid-sentence at the output limit."
  }
 ]
}