01
Measure buyer prompts repeatedly
Run the same question across available assistants and keep successful samples and failures visible.
For marketing teams
Bring the answer—not just the chart—to the review.
Aelo gives growth and SEO teams repeatable AI-answer measurements, source evidence and a shared queue of investigations.
The blind spot
A score cannot explain what to do next.
Teams need to know which buyer question missed the brand, which names appeared instead, how stable that pattern was, and what source gap is worth investigating. A percentage alone cannot answer those questions.
The working loop
What marketing teams can do in Aelo.
02
Trace the source evidence
Review provider-backed domains and exact URLs without treating every prose link as a citation.
03
Assign one evidence-backed action
Turn a prompt or source gap into owned work while keeping the original rationale attached.
04
Report the limits
Share what happened, the denominator, confidence, failures and whether a follow-up is comparable.
What stays defensible
The limits travel with the result.
01
Every score leads back to its prompt and samples.
02
Missing or incompatible evidence is partial, untracked or inconclusive—not improvement.
03
Workspace roles and plan access are checked on the server.
04
Dashboard, API and MCP use the same measurement contract.
Suggested plan · Command
Give the room an answer it can inspect.
Command adds shared Actions and decision reports for teams that need to turn evidence into an operating rhythm.