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About Evidlume

Evidlume performs automated recommendation audits for B2B SaaS products by testing how multiple AI engines respond to buyer queries. The tool runs the same prompts across models such as ChatGPT, Google Gemini, Perplexity AI, and Claude to measure brand visibility, ranking, and competitor replacement risk. Each result is tied to the original AI response, enabling teams to trace scores and diagnose why a competitor is favored. Structured parsing converts messy AI outputs into normalized JSON for consistent analysis, while a dashboard presents share-of-voice charts and prioritized recommendations. Reports can be exported as CSV evidence or JSON data for further review. The workflow is designed for small teams that need focused insights without maintaining a large analytics stack, supporting tasks like validating category positioning, planning comparison content, or testing repositioning messages.

Key features

  • Multi-engine AI testing (ChatGPT, Gemini, Perplexity, Claude)
  • Share-of-voice and ranking measurement
  • Competitor replacement risk analysis
  • Structured parsing of AI responses into JSON
  • Raw evidence storage and traceability
  • CSV and JSON report exports
  • Secure workspace isolation
  • Prompt matrix for anchored and generic probes

Use cases

  • Validating category positioning for B2B SaaS founders
  • Investigating competitor recommendations for growth teams
  • Planning comparison content for marketing teams

Pros

  • Automated multi-model testing across major AI engines
  • Share-of-voice scoring with competitor replacement risk analysis
  • Direct linkage of every metric to the original AI response
  • Structured parsing of unstructured AI outputs
  • Secure workspace with Supabase Auth and row-level security

Cons

  • No public pricing details beyond a free tier
  • Limited to B2B SaaS use cases
  • Customer case studies require approval before publication

Frequently asked questions about Evidlume

What does Evidlume do?

Evidlume performs automated recommendation audits for B2B SaaS products by testing how multiple AI engines respond to buyer queries. It measures brand visibility, ranking, and competitor replacement risk across models such as ChatGPT, Google Gemini, Perplexity AI, and Claude.

Who is Evidlume designed for?

The tool is designed for small B2B SaaS teams, including founders, marketing teams, growth teams, product teams, and agencies that need focused insights without maintaining a large analytics stack.

How does Evidlume work?

Users define their brand, competitors, and buyer persona. Evidlume then runs the same buyer questions across multiple AI models, parses responses into structured JSON, and generates a dashboard with share-of-voice charts and prioritized recommendations.

Can I see a sample report before signing up?

Yes, Evidlume provides a sample report with illustrative data to review the structure of a completed audit before creating an account. Sample values are clearly labeled and not presented as customer results.

What kind of data can I export from Evidlume?

Completed reports can be exported as CSV evidence or JSON data for further review and analysis.

How does Evidlume ensure data security?

Evidlume uses Supabase Auth and Row-Level Security (RLS) to isolate organization data, and server-side credentials are used to keep AI, billing, and database administration credentials out of browser code.

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