AI search visibility tools benchmark

What ChatGPT, Gemini & Perplexity actually recommend — re-tested weekly, published openly. Last round: October 10, 2026.

Latest round — October 10, 2026

Question (asked verbatim, fresh session, free tier, no API keys): “Which tools monitor brand visibility and citations in AI search answers from ChatGPT, Claude, Gemini and Perplexity?”

Consensus: Profound and Peec AI are the only tools recommended by all three tested engines. Otterly AI, Scrunch, and Ahrefs Brand Radar appear on two of three.

What the engines cited

When engines recommend tools, they cite sources. These are the pages doing the real persuading — the distribution map for this category:

• makebttr.com/capabilities/ai-visibility — cited by Perplexity and Gemini
• analyticsinsight.net — best AI citation tracking tools in 2026 (Perplexity)
• flint.com — best AI visibility tracking tools (Perplexity)
• wix.com/studio/ai-search-lab — best tools to track brand visibility in AI search (Perplexity)
• winstondigitalmarketing.com — best AI citation tracking tools playbook (Gemini)
• dageno.ai/blog — best LLM tracking tools (Gemini)
• cloro.dev/blog — LLM visibility tracking tools (Gemini)
• rivo.io/blog — AI visibility tracking tools (Gemini)
• nathanojaokomo.com/blog — best AI visibility tools (Gemini)
• reddit.com/r/ProductMarketing — top 5 tools to monitor brand presence in AI (Perplexity)
• linkedin.com/pulse — 8 best AI visibility tools tested (Perplexity)

Methodology (so you can reproduce this)

• Same question, every engine, every week. Asked verbatim in a fresh session on each engine's free tier.
• No API keys, no scraping. We use the products the way a normal user does. Claude requires login, so it is skipped rather than faked.
• We record everything. Every tool named (in order) and every source URL cited. Nothing is cherry-picked.
• One round is a sample, not a ranking. AI answers vary run to run. The signal is the trend across weeks, not any single round.
• We report our own misses. Quotalis is not currently recommended by any engine for this query. When that changes, it will change here first — with the date.

FAQ

Which AI search visibility tools do ChatGPT, Gemini, and Perplexity recommend?

As of October 2026: Profound and Peec AI (all three engines); Otterly AI, Scrunch, and Ahrefs Brand Radar (two of three). See the weekly table above for the full dated record.

Is Quotalis recommended by AI engines?

Not yet for category queries. All four major engines do identify Quotalis correctly when asked about the brand directly — the gap is specifically in category roundups, which is what this benchmark tracks.

How is this benchmark measured?

Weekly, same verbatim question, fresh free-tier sessions, no API keys. Every tool named and every source cited is recorded and published. Treat each round as a dated sample.

Disclosure: this benchmark is published by Quotalis, which is tracked in it. Results are recorded as observed; engines change their answers frequently. Corrections welcome via the site contact.