Public AI recommendation index
AI search visibility tools
Based on 4 valid discovery answers for November 03, 2026.
- AIs:
- ChatGPT and Gemini
- Method:
- ChatGPT answers are read from its public web interface. Gemini answers come from Google's model API, which may answer from the model alone, without searching the web.
- Questions asked:
- “best tool to track brand visibility in ChatGPT” and “generative engine optimization software”
- 1Profoundnamed in 2 answers
- 2Analyzes AI crawler accessnamed in 1 answer
- 3Analyzes citationsnamed in 1 answer
- 4BrightEdgenamed in 1 answer
- 5Clearscope / Surfer SEOnamed in 1 answer
- 6Combines traditional SEO and AI visibilitynamed in 1 answer
- 7Competitive benchmarkingnamed in 1 answer
- 8Competitor analysisnamed in 1 answer
- 9Competitor benchmarkingnamed in 1 answer
- 10Monitors ChatGPTnamed in 1 answer
- 11Monitors competitorsnamed in 1 answer
- 12Pro / Enterprisenamed in 1 answer
- 13Provides GEO website auditsnamed in 1 answer
- 14SEO and GEO workflowsnamed in 1 answer
- 15Semrushnamed in 1 answer
- 16Share of Voicenamed in 1 answer
- 17Straightforward reportingnamed in 1 answer
Frequently cited sources
- listablelabs.com (1 citation)
- otterly.ai (1 citation)
- peec.ai (1 citation)
- rankscope.ai (1 citation)
- scrunch.com (1 citation)
- semrush.com (1 citation)
- tryprofound.com (1 citation)
- writesonic.com (1 citation)
History
One row per round of questions. A round is published only when every question was answered validly on every AI.
| Round | Valid answers | Most named |
|---|---|---|
| November 03, 2026 | 4 | Profound, Analyzes AI crawler access, and Analyzes citations |
AI crawlers and agents across the web
Largest shares of AI crawler requests across Cloudflare in the last 28 days: Googlebot 23.5%, ClaudeBot 12.9%, Meta-ExternalAgent 9.3%, and Applebot 8.2%.
Of 115,468 sites Cloudflare scanned on November 02, 2026, 4.3% serve pages as Markdown to agents, 8.9% declare Content Signals and 0.6% publish an MCP server card.