supereo

Who it is for

Marketing teams monitoring recommendations in AI answers and evaluating changes to their own sites.

• Prompt monitoring and a workflow for testing selected site changes.
• Copilot provides recommendations. Autopilot can implement supported changes on compatible sites, according to the provider.
• The provider offers a dashboard and an MCP server for supported clients.

Measurement and coverage

The provider documents repeated question runs, tests with target and control questions, uncertainty ranges and decision rules recorded when each test is registered. The published method separates these question-run verdicts from observations of visits from AI apps.

Engines documented: ChatGPT, Gemini, Google AI Mode, Google AI Overviews, Perplexity, Claude

Languages documented: Not confirmed; consult vendor

Limits of this review

Documentary review without connecting an account or authorizing site changes. Engine coverage is provider-declared. Collection interfaces, permissions, exports and off-site placement controls were not independently tested. Test results apply to the questions and conditions measured. AI recommendations and business results are not guaranteed.

Listing is not an endorsement or a guarantee of results.

Pricing and sources

Consult current commercial terms with the provider

• Official product and plans / Producto y planes oficiales
• Published measurement protocol / Protocolo de medición publicado
• Official MCP setup / Instalación oficial de MCP

Submitted for editorial review.