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| Field |  Peec AI logoPeec AI |  Ahrefs Brand Radar logoAhrefs Brand Radar |  Rankscale logoRankscale |
|---|---|---|---|
| Best for | Teams that want readable share-of-model reports without an enterprise contract. | Researchers who already use Ahrefs and want citation and mention context. | Practitioners who want a lower-cost visibility dataset they can inspect. |
| Category | Visibility | SEO suites | Visibility |
| Engines | ChatGPT, Perplexity, AI Overviews, Gemini | AI Overviews, ChatGPT, Perplexity | ChatGPT, Perplexity, AI Overviews, Gemini |
| Starting at | ~$95/mo | Suite | $20/mo |
| Strengths | Clean visibility UI · Multi-country options · Sentiment on answers | Research corpus · Link and mention context · Trusted SEO data | Accessible price · Prompt replay · Practical reporting |
| Watchouts | Engine slots can feel tight on lower plans | Less of a dedicated prompt-ops console | Fewer enterprise controls |