check_date,tool,vendor,engines_named,c1_prompt_source,c2_interface_or_api,c3_run_frequency,c4_runs_per_prompt_per_date,c5_signed_in_or_out,c6_uk_named,c7_metric_formula,c8_variability_acknowledged,c9_validation_published,checks_passed,headline_metric,notes,source_urls
2026-10-30,AI Visibility Toolkit,Semrush,"ChatGPT, Gemini, AI Overviews, AI Mode; Perplexity in Brand Performance",yes,yes,yes,no,no,yes,no,yes,no,5,AI Visibility score (0-100),"Database built from AI search clickstream and keyword data; Brand Performance uses vendor-generated prompts; Prompt Tracking uses customer prompts. Says responses come from real requests, not LLM APIs. Says AI answers are personalised so no platform can give exact numbers; calls its metrics directional. Score described as a benchmark against competitors, no formula. Country count differs between pages (117 regional databases vs 32 countries).",https://www.semrush.com/kb/1607-ai-visibility-data | https://www.semrush.com/kb/1594-ai-seo-metrics | https://www.semrush.com/kb/1626-ai-visibility-features | https://www.semrush.com/kb/1493-ai-visibility-toolkit
2026-10-30,Brand Radar,Ahrefs,"ChatGPT, Perplexity, Gemini, Copilot, AI Overviews, AI Mode; Claude via API for custom prompts",yes,yes,yes,no,no,no,no,no,no,3,AI Share of Voice,"Prompts from People Also Ask and Ahrefs' keyword database. Says it uses free public web interfaces (Claude via API). Chatbots refreshed monthly with a 90-day window. Calls metrics directional and says it does not claim a validated link between search volume and AI query frequency. Locale mirrors keyword country mix; UK not named.",https://ahrefs.com/blog/brand-radar-methodology/ | https://help.ahrefs.com/en/articles/11064852-what-is-brand-radar-and-how-to-use-it
2026-10-30,Profound,Profound,"ChatGPT, Gemini, Claude, Perplexity, AI Overviews",yes,yes,yes,yes,no,no,yes,no,no,5,Visibility Score,"Prompts run once a day per configured platform. Visibility Score = share of responses mentioning the brand, out of responses mentioning at least one brand. Says it captures responses from the consumer browsing experience, not model APIs. 150+ regions claimed; UK not named.",https://docs.tryprofound.com/getting-started/glossary.md | https://www.tryprofound.com/blog/introducing-regions
2026-10-30,Peec AI,Peec AI,"ChatGPT, Gemini, Copilot, Perplexity, Claude, AI Overview (examples)",yes,yes,yes,no,no,no,yes,yes,no,5,Visibility,"Visibility = responses mentioning brand / total responses x 100. Says it uses UI scraping and explains why it avoids APIs; one example in the model-channels doc names a Perplexity API channel. Says data varies day to day because models are random. Country set per prompt; UK not named.",https://docs.peec.ai/ | https://docs.peec.ai/metrics/brand-metrics/visibility.md | https://docs.peec.ai/setting-up-your-prompts.md | https://docs.peec.ai/api/model-channels.md
2026-10-30,Otterly.AI,Otterly.AI,"ChatGPT, AI Overviews, AI Mode, Perplexity, Gemini, Copilot, Claude",yes,yes,yes,no,no,no,yes,yes,no,5,Brand Coverage / Brand Visibility Index,"Prompts run daily, not at a fixed hour. Public web interfaces; API for Claude only. Says the same prompt can return different results on different runs. Coverage and index formulas published. Claims captured responses match what customers see, with no evidence given.",https://help.otterly.ai/monitoring-interval | https://help.otterly.ai/how-otterlyai-collects-data | https://help.otterly.ai/brand-report-kpi-definition | https://help.otterly.ai/choose-a-country
2026-10-30,Scrunch,Scrunch,"ChatGPT, Perplexity, AI Overviews, AI Mode, Gemini, Claude, Meta AI, Copilot (Grok listed as coming on one page)",yes,yes,yes,no,no,no,yes,yes,no,5,Presence,"Mix of browser automation and official APIs. New prompts daily for 14 days, then every 72 hours. Presence is binary. Says the same prompt differs by collection location and that it smooths daily fluctuations. Mentions ground-truth validation of mention detection but publishes no figures.",https://scrunch.com/faqs/what-methods-does-scrunch-use-to-collect-data-from-ai-platforms | https://scrunch.com/faqs/is-scrunch-good-for-multi-llm-coverage | https://helpcenter.scrunchai.com/en/articles/13676120-how-personas-are-used-within-scrunch
2026-10-30,AthenaHQ,AthenaHQ,"ChatGPT, Claude, Gemini, Perplexity, Copilot, Grok, DeepSeek, Meta AI",yes,no,yes,no,no,no,yes,no,no,3,Mention %,"Mention % = responses mentioning brand / responses. Weekly schedule, 1-4 week interval. Location is a paid add-on; a city example is given but the UK is not named as supported.",https://docs.athenahq.ai/guides/prompts | https://docs.athenahq.ai/guides/responses | https://docs.athenahq.ai/setting-up-prompts
2026-10-30,SE Visible,SE Ranking,"AI Mode, AI Overviews, Gemini, ChatGPT (Perplexity on API page)",yes,yes,yes,yes,no,yes,no,no,no,5,Visibility share,"Says it uses a browser and graphical interface, not an API. Refreshed daily; example says every prompt is checked in every engine each day. UK named. Visibility share described in words only. Homepage says 5 LLMs while listing 4.",https://visible.seranking.com | https://help.seranking.com/hc/en-us/articles/22256519555356-Get-Started-with-SE-Visible | https://help.seranking.com/hc/en-us/articles/26158575790620-Track-AI-Search-visibility-using-the-SE-Ranking-API
2026-10-30,AI Brand Visibility,Similarweb,"ChatGPT, AI Mode, Gemini, Perplexity",no,no,yes,no,no,no,yes,no,no,2,Brand Mention Share,Updates daily. An answer mentioning the brand scores 1; mention rate across responses. Nothing on prompts or collection.,https://aisearch.similarweb.com/ai-brand-visibility/
2026-10-30,AI Catalyst,BrightEdge,"ChatGPT, AI Overviews, Gemini, Perplexity",no,no,no,no,no,no,no,no,no,0,"AI visibility, citations, sentiment",Metrics named; no method found on public pages.,https://help.brightedge.com/win-in-ai-search
2026-10-30,AI Search Performance,Conductor,"ChatGPT, Perplexity, AI Overviews, AI Mode, Claude, Copilot, Gemini",yes,no,yes,no,no,no,no,yes,no,3,Mentions / Citations / Market Share,"Prompts generated by Conductor from customer topics and personas. Customer picks daily, weekly or monthly. Says it tracks ChatGPT's default setting, without saying signed in or out. Mentions volatility when choosing cadence. Market Share not defined. 160+ countries; UK not named.",https://www.conductor.com/docs/platform/learning-center/library/ai-search-performance-tracking-best-practices.md | https://www.conductor.com/docs/platform/learning-center/library/conductor-ai-understanding-your-brands-visibility-in-ai-search.md
2026-10-30,ArcAI,seoClarity,not stated,no,no,no,no,no,no,no,no,no,0,"Mentions, citations, sentiment",Says it analyses continuously; no cadence or method found on public pages.,https://seoclarity.net/ai-seo/ai-search-insights
2026-10-30,Rankscale,Rankscale,"17+ engines including ChatGPT, Perplexity, Claude, Gemini, AI Overviews, AI Mode, Copilot",no,yes,yes,yes,no,no,no,no,no,3,Visibility Score,"Each term queried against each engine counts as one run per update. Says some engines are GUI-based (beta) and others API-based. Updates hourly to monthly. Visibility Score described as a single percentage, no formula. 240+ regions and languages; UK not named.",https://rankscale.ai/ | https://help.rankscale.ai/articles/6845473063-automatic-updates | https://helpdesk.rankscale.ai/articles/1188645477-metrics-in-rankscale