Product · Act
From dashboard to workflow.
Measurement without action is a very expensive report. Attribufi ships the workflows that turn AI visibility data into content, syndication, and executive updates every single week.
Workflows
What ships out of the box.
Weekly executive digest
Monday morning email with share of voice, AI-attributed pipeline, top movers, and one recommended action. Under 200 words.
Content briefs from citation gaps
Every prompt where a competitor cited a URL you cannot match becomes a content brief with target keywords, structure, and citable claims.
Slack alerts on sentiment drops
A sentiment shift on any high-intent prompt fires a Slack ping to your PMM channel within the hour.
Syndication backlog
Competitor URLs newly cited by the model become a ranked backlog of guest posts, partnerships, and syndication targets to pursue.
Cadence
Weekly beats real-time.
LLM outputs vary from run to run. Chasing daily variance burns out your team. Attribufi is designed around a weekly cadence: Monday digest, mid-week content brief drop, end-of-week movers review. For the full operating model, read the RevOps AEO playbook.