AI Search Citation Optimizer for SaaS

SaaS founders struggle to get traffic from AI search engines like Perplexity and ChatGPT since traditional SEO no longer works. A tool that helps optimize SaaS products to appear in AI search citations could directly solve this growing distribution problem for developers building niche tools.

AI search engines now handle a meaningful share of informational queries, and Perplexity's citation-heavy interface has made "appearing in AI results" a real distribution concern for SaaS founders who built their acquisition strategy around Google. No clear incumbent owns this space yet — established SEO tools like Ahrefs and Semrush have largely ignored it, which creates a narrow but real window. The $2k–10k MRR band is plausible for a focused tool sold directly to indie founders and small SaaS teams, though it implies staying small unless the problem expands beyond early adopters willing to pay for it. The biggest risk is that the optimization signals for AI citation are opaque and unstable — if the underlying ranking logic shifts with a model update, the product's value proposition can evaporate overnight, turning it into a newsletter rather than a tool.