Grounded questions
Discovery, customer need, purchase constraint, comparison and branded intent.
AI visibility data
See which brands AI recommends.
Measure how leading AI assistants discover, cite and recommend any brand across real buyer questions. Connect through MCP or REST, start agent enrollment and approve access. No demo required.
0115 buyer questionsGrounded in the business and market
02Multiple AI modelsAnswers and citations
03Structured resultsReady for agents, products and reports
One audit, complete evidence
Turn AI answers into usable data.
ako.tools crawls the target website, builds a sourced business profile and creates a balanced panel of buyer questions.
It tests those questions across configured AI models, evaluates every answer and returns the underlying evidence with the metrics.
Model comparison
Compare mentions, recommendations and citations across leading assistants.
Raw evidence
Inspect every answer, the sites it cited and how it was judged.
Controlled execution
Set models, repetitions and a hard spending limit for every audit.
Built to power products
Use one measurement layer everywhere.
Connect through REST or MCP and build workflows around consistent, machine-readable results.
Agent workflows
Let an agent audit a brand, find gaps, recommend changes and measure progress.
Agency reporting
Create evidence-backed prospecting, competitor and client visibility reports.
Lead magnets
Power free visibility checks and downloadable reports with controlled audit costs.
What comes back
Metrics with the evidence behind them.
Results include
Brand mention and recommendation rates
Direct citations and search verification
Performance by model and buyer question
Competitors, sentiment and factual accuracy
View API documentation AI Visibility API
Connect an agent Give your agent a reliable view of AI visibility.
Start with human-approved enrollment, then create and monitor audits through MCP or REST.