Tool directory
AI visibility tools
Compare collection methods, reporting, and deployment. 10 tools, with sources beside each entry. This is a feature guide, not a ranking.
Checked 2026-10-01
| Tool | Access | Collection | What it covers |
|---|---|---|---|
| OneGlanseOpen source · Self-hosted | Free software; own accounts and model endpoint | Product interfaces | Captures answers and citations from five product interfaces. Model-backed analysis reports visibility, rank, sentiment, and recommendations. Details & sources (2)Documented targets: ChatGPT, Perplexity, Gemini, Claude, and Google AI Overview. |
| ElmoOpen source · Self-hosted | Open-source software; cloud option | Product interfaces + APIs | Tracks mentions, citations, competitors, and query fan-out. Includes shareable reports, a REST API, and a CLI. Compare with OneGlanseDetails & sources (2)Documented targets: UI: ChatGPT, Perplexity, Gemini, Copilot, Google AI Mode, and AI Overviews. Direct APIs also cover Claude and other models. |
| Profound | Subscription | Product interfaces | Answer Engine Insights measures brand visibility, citations, sentiment, and competitive performance; it also offers content and agent analytics. Compare with OneGlanseDetails & sources (3)Documented targets: Examples in Answer Engine Insights documentation: ChatGPT, Perplexity, and Gemini. |
| Peec AI | Subscription | Product interfaces + APIs | Tracks visibility, position, sentiment, and citations. Offers agency reporting, location targeting, and integrations. Compare with OneGlanseDetails & sources (3)Documented targets: UI targets include ChatGPT, Perplexity, Gemini, Copilot, Google AI Mode, and AI Overviews. Separate API targets are also available. |
| Otterly AI | Subscription | Web scraping | Runs recurring prompt checks and reports AI search visibility, citations, and competitor mentions. Engine access varies by plan. Compare with OneGlanseDetails & sources (3)Documented targets: ChatGPT, Perplexity, Copilot, and Google AI Overviews. Claude, Gemini, and Google AI Mode are listed as add-ons. |
| Promptwatch | Subscription | Product interfaces | Combines prompt tracking, citation analysis, share of voice, crawler analytics, and content workflows. Compare with OneGlanseDetails & sources (2)Documented targets: Examples: ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews. |
| Ahrefs Brand Radar | Subscription | Web interfaces; Claude custom prompts use API | Searches a large index of AI answers and tracks custom prompts, brand mentions, citations, and share of voice. Details & sources (2)Documented targets: Examples: ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews, and AI Mode. Index and custom-prompt coverage differ. |
| Semrush AI Visibility Toolkit | Subscription | Not disclosed in cited sources | Reports brand share of voice, sentiment, prompt visibility, and citations alongside Semrush search data. Details & sources (2)Documented targets: Examples: ChatGPT, Gemini, Perplexity, and Google AI. Custom-prompt coverage differs from brand reports. |
| Rankscale | Subscription | Not disclosed in cited sources | Measures mentions, citations, and brand perception across generative answer products. Details & sources (2)Documented targets: Examples: ChatGPT, Perplexity, Gemini, Claude, Grok, Copilot, and Google AI Mode. |
| Scrunch | Subscription | Not disclosed in cited sources | Combines AI search visibility reporting with site and agent experience analysis. Details & sources (1)Documented targets: Examples: ChatGPT, Perplexity, Claude, Gemini, and Copilot. |
How to use this directory
“Not disclosed” means the cited sources do not establish a collection method. It does not establish API use. For mixed pipelines, check the target behind each result.
We publish OneGlanse. These entries describe public documentation, not hands-on benchmarks. Target lists can be examples rather than full catalogs. Coverage and features can depend on a plan. Confirm current terms with each vendor.
Read our collection methodology or browse direct comparisons.

OneGlanse