How agencies can report AI visibility

Lead with the change that matters to the client. Name the period, prompt set, platforms, and denominator before presenting a percentage.

Then show a small number of representative answers and the sources behind them. Separate observed results from your explanation and proposed work. A published report should remain understandable to someone who did not attend the meeting.

Worked example

Start with

Use one client workspace and one agreed question set. The monthly review should answer a client decision, such as whether a pricing comparison deserves an update. Keep other clients, newly added questions, and experiments out of the comparable baseline.

Read the evidence

The mention count rises from 52 to 64 mentions across 140 answers in each period. Show the +8.6 percentage-point change, then open a relevant answer: the recommendation praises automation while raising a competitor’s cost. Include the actual passage, its source, and the period. A large percentage by itself cannot explain the next piece of work.

Make the decision

Separate what happened from what you recommend. “Mentions increased” is an observation. “Prepare a contact-list cost comparison” is a proposal. Ask the client to agree an owner and a review date. Avoid presenting an unrelated traffic rise as proof that AI visibility caused revenue.

Take this away

Send a short summary with a report the client can inspect. Keep detailed answers and source references available beneath it. Use the same format next month and explain any sample changes before showing the trend.

Reusable outline

Download text

Client review: August example
Observed: 64 / 140 answers mention the brand; previously 52 / 140.
Evidence: Automation recommendation and competitor pricing caveat.
Proposed work: Transparent contact-list cost comparison.
Decision needed: Owner and publication date.
Next review: Original question set, with pricing experiments reported separately.

Include the evidence a client needs

Group prompts by business question or client objective.
Show top-line visibility plus a small number of source-backed findings.
Include competitor movement, not only brand performance.
End with 2-3 next actions rather than a long backlog.

Turn the report into a decision

Standardize one report structure across clients.
Use proof and citations to reduce subjective debate.
Translate AI visibility changes into actions the client can fund.

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Free AI visibility report

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AI visibility reporting template for GEO and AEO

Create an AI visibility report with brand mentions, competitor share of voice, sentiment and citations. Copy the template for client or internal reporting.