A client report in Google Docs

For agencies: a 90-day visibility report per client, written into a Doc the client can comment on.

For: Agencies running AI visibility for several clients

Paste this into your assistant

Build a visibility report for this project over 90 days: metrics per assistant, top competitors, top cited sources and three recommendations. Save it as a Google Doc.

What happens

1. 01Reads the project's brand, market and tracked assistants.
2. 02Pulls metrics with competitors, the per-assistant split and the cited sources.
3. 03Writes the report and shows you the plan. The Doc is created only after you confirm.

Tools it calls

• getProjectread only

  Full settings and context for one project: brand, market, tracked engines, categories, and the description read from the client's own site.

• getBrandMetricsread only

  One metric for the tracked brand plus the competitors ahead of and behind it. Metrics: visibility (how often models mention the brand), shareOfVoice (its slice of all brand mentions), ranking (average position when named), brandStrength (composite), sentiment (-1 to 1).

• getEngineBreakdownread only

  The same metric split by which assistant answered. Use it to find an engine where the brand is invisible while others are fine.

• listCitedSourcesread only

  Domains or individual pages the models cited when answering, with how often each was used and how often the tracked brand appeared in those same answers. A source cited often with 0% brand presence is the clearest thing to act on.

• saveToGoogleDocasks before it acts

  Save a long piece of writing - an article, a content plan, a report - as a Google Doc the client's team can read and comment on. Returns a plan first; nothing is created until you call it again with `confirm`. If Google Docs is not connected yet, you get a one-click link instead of a refusal.

What you end up with

A Google Doc per client, every number from the measurement — nothing retyped, nothing guessed.

Google Docs connected in Scorra. MCP is included from Growth up, and during the 7-day trial. How to connect.