While building Evidlume, I noticed that AI visibility is often treated as a simple yes-or-no result: did the model mention the brand?
But a mention is not always a recommendation. An AI answer might mention a product only to rank it below competitors, describe it as an alternative, or replace it entirely when the buyer asks which tool to choose.
Evidlume audits how OpenAI, Perplexity, Gemini, and Claude recommend a B2B SaaS product across real buyer questions. It separates mentions from recommendations, shows ranking and competitor replacement risk, preserves the original answers and citations, and turns the evidence into prioritized next steps. Start with a website, review the generated questions, and export a report your team or clients can use.
