WhoCites
SEO and GEO Audit for Vibe-Coded Apps
Vibe-coded apps ship fast, but launch speed often skips the search layer. WhoCites gives AI-built apps a paid visibility scan across 7 AI and search sources so founders can see whether ChatGPT, Claude, Gemini, Grok, Copilot, Perplexity, and Google AI Overviews can understand and recommend the product.
Run an AI visibility scanWhy this page exists
The common failure is not that the app is broken. The failure is that the homepage, metadata, schema, FAQ, and category language never made the product legible to crawlers or AI answer engines.
What the scan checks
WhoCites runs one paid scan and turns the output into a practical visibility report.
- Whether AI assistants mention the product for category prompts
- Which competitors AI recommends instead
- Whether the site explains the app, buyer, use case, and pricing clearly
- Whether citations point to the brand or only to competitors and generic listicles
- Which site-builder prompts to paste back into Lovable, Replit, Bolt, Cursor, Claude Code, or v0
What the report includes
Each $49 scan includes one post-fix re-scan and practical recommendations.
- AI visibility score
- Competitor reality check
- Crawl and entity-signal fixes
- FAQ and category-page prompt suggestions
- Metadata and schema recommendations
- Included re-scan after fixes
Proof points
The product is intentionally small: one domain, one checkout, one report.
- Built for founders who do not want a marketing lecture.
- Focused on one paid scan, not an enterprise monitoring suite.
- The output is written as fixes you can paste into your AI builder.
Why do vibe-coded apps need SEO and GEO checks?
AI builders can generate working software without creating the crawlable content, schema, FAQ, comparison pages, and outside mentions that search engines and AI answer systems use to understand a brand.
Does WhoCites review the code?
No. WhoCites reviews the public visibility surface and the live AI answers. It does not replace a security audit or engineering code review.
What do I get back?
You get a report showing whether AI recommends you, who shows up instead, and practical prompts for updating pages, metadata, FAQ answers, schema, and category positioning.