AEO EngineWhat to report monthly
Report answer share, cited-source share, AI referral traffic, branded prompt accuracy, and source acquisition progress. Rankings alone do not show whether answer engines can synthesize and recommend your brand.
Free AEO dashboard template
AEO Report Template for AI Visibility, Citations, and Revenue
Answer: An AEO report template tracks how often answer engines mention, cite, and recommend your brand. This template gives teams executive-ready sections for AI citation share, prompt coverage, competitor gaps, source maps, AI referral traffic, and revenue impact.
Most SEO reports still stop at rankings and organic sessions. The AEO report adds the missing layer: whether ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews can find your entities, trust your sources, and cite your pages in buyer answers.
Last updated: May 12, 2026
What is inside
Built for answer-engine reporting, planning, and execution
AI citation scorecard
Track citations, mentions, answer position, sentiment, and whether your owned pages are the cited source.
Prompt coverage map
Group buyer questions by funnel stage so leadership sees where answer-engine demand is being won or lost.
Competitor source map
Compare your visibility against competitors and identify the third-party pages answer engines already trust.
Revenue impact view
Connect AI referrals, assisted conversions, and priority prompts to pipeline instead of vanity visibility.
Guide
How this asset fits into AEO work
How to frame executive insights
Translate prompt coverage into risk and opportunity: which buyer questions are visible, which competitors are being recommended, and which cited sources need to be won next.
Where the data comes from
Blend first-party analytics, manual or automated AI answer checks, Google Search Console, server logs for AI crawler access, and citation-source monitoring.
HowTo
How to use the AEO report template
1
Define the prompt set
Start with 25 to 100 commercial questions your buyers ask before choosing a vendor.
2
Capture answer-engine outputs
Run the prompt set across ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews, then record mentions, citations, position, and sentiment.
3
Map cited sources
Tag each cited URL as owned, earned, partner, directory, review site, competitor, or unknown.
4
Prioritize fixes
Turn gaps into actions: entity cleanup, schema, citation-source outreach, comparison pages, glossary pages, and technical crawl fixes.
5
Report impact
Show month-over-month answer share, cited-source share, AI referrers, assisted pipeline, and next-month bets.
Framework
Template sections
| Section | Metric focus | Decision it supports |
|---|---|---|
| Executive summary | Answer share, citation share, risk level | Where leadership should invest next |
| Prompt universe | Coverage by funnel and persona | Which buyer questions need content |
| Source map | Owned vs earned citations | Which domains to optimize or win |
| Competitor view | Competitor mentions and recommendation rate | Where competitors are shaping answers |
| Revenue view | AI referrals and assisted conversions | Whether AEO work is creating pipeline |
Downloadable asset
Download the AEO report template pack
Get the reporting pack structure for monthly AI visibility reviews, including executive summary, prompt coverage, cited-source map, competitor view, and revenue notes.
- Business context capture
- AEO report template request
- Prompt coverage worksheet
- Citation-source map
- Executive reporting outline
FAQ
Questions about aeo report template
What is an AEO report template?
It is a reporting framework for answer-engine optimization metrics such as AI mentions, citations, source ownership, prompt coverage, competitor visibility, AI referrals, and revenue impact.
How is an AEO report different from an SEO report?
SEO reports focus on rankings, clicks, and technical health. AEO reports add answer share, cited-source share, entity accuracy, and whether AI systems recommend the brand in buyer answers.
How often should AEO reporting run?
Monthly reporting is enough for leadership, with weekly checks for high-intent prompts and competitor movements.
Can the template be used in Looker Studio?
Yes. The intended pack includes Looker Studio, Google Sheets, and Notion versions so teams can choose the format that fits their reporting workflow.