Visibility tracking inside AI answers versus crawler-access verification
RankPrompt and AI Crawl Score both get discussed as “AI search” tools, but RankPrompt is a paid tracker of brand visibility across AI assistants, while AI Crawl Score is a free scanner of whether a site’s own pages are technically reachable by crawlers.
What RankPrompt does
Per third-party pricing coverage of RankPrompt’s own published plans, the product monitors brand appearance across five AI platforms simultaneously — ChatGPT, Gemini, Perplexity, Claude and Grok — reporting an AI visibility score, the number of tracked prompts a brand appears in, and competitor comparison data. Pricing is reported at Starter $49/month, Pro $89/month, and Agency $149/month, with additional Agency Plus and Enterprise tiers above that, plus a free trial. Features include citation tracking, outreach tools, API access, and agency white-labeling on higher tiers. The specific dollar figures here come from secondary pricing-comparison sources, not a confirmed direct read of rankprompt.com in this pass.
What AI Crawl Score does
AI Crawl Score’s free readiness checker does not track AI-platform visibility scores or brand appearance frequency. It runs a single bounded raw-fetch scan of up to five pages, reporting robots.txt rules by crawler identity, sitemap presence, JSON-LD structured data, and delivered-content accuracy. There is no account or subscription involved.
Side by side
| Question | AI Crawl Score | RankPrompt |
|---|---|---|
| AI visibility score / brand-mention tracking | No | Yes, across 5 AI platforms |
| Competitor comparison inside AI answers | No | Yes |
| Robots/sitemap/schema technical check | Yes | No |
| Pricing | Free | Subscription, reported from ~$49/month |
| Setup | None | Account, tracked prompts |
Which one fits your situation
Run AI Crawl Score when the question is technical and immediate: can a crawler reach a page, is the sitemap correct, is structured data present and valid. Choose RankPrompt when the ongoing need is tracking how often and in what form a brand surfaces inside AI-generated answers relative to competitors, which AI Crawl Score has no capability to measure. The two sit in adjacent but separate categories, and a clean AI Crawl Score result is not evidence of AI-answer visibility, nor does RankPrompt’s tracking catch a broken robots.txt rule. Google’s AI-optimization guidance still anchors AI-era visibility work in ordinary technical fundamentals first.
See ai overview position tracking methodology, ai citation tracking methodology, and seo vs aeo vs geo.
Frequently asked questions
Does AI Crawl Score give me an AI visibility score like RankPrompt?
No. AI Crawl Score produces a technical readiness score based on crawler-access findings; it is not a measure of how often a brand appears inside AI-generated answers.
Does RankPrompt check robots.txt or structured data the way AI Crawl Score does?
The published feature set of RankPrompt centers on AI-answer visibility and citation tracking across AI platforms, not a general-purpose robots.txt or schema scanner.