AEO Scorecard
See How You Stack Up for the Queries That Matter.
Compare your visibility with named competitors across the important queries your customers ask in AI answer engines.
What You Get
- One website, one priority audience, and named competitors
- Important-query set aligned to customer intent
- Query-by-query brand and competitor visibility comparison
- Evidence showing where competitors appear more often
- Your five highest-priority opportunities
A Good Fit When…
You need to understand your AEO position relative to competitors before deciding where to invest.
How It Works
- Share your website, priority audience, important queries, and named competitors.
- Compare where your brand and competitors appear across those AI-answer queries.
- Use the evidence and five priority opportunities to decide what to improve next.
A Clear Scope
Each scorecard is a point-in-time competitive assessment based on the agreed query set. Results can vary by answer engine, model, location, and timing. It does not predict rankings or guarantee inclusion in AI answers.
We confirm delivery timing and onboarding details with you before work begins.
AEO Scorecard: Your Questions Answered.
What does the AEO Scorecard assess?
It compares your brand with named competitors across an agreed set of important customer queries. The scorecard shows where each brand appears, where competitors are winning visibility, and which gaps deserve attention first.
How is it different from the free Stackmatix grader?
The free grader is an automated technical surface check of one website. The paid StackM Scorecard adds important-query analysis, named-competitor comparison, query-level evidence, and prioritized competitive opportunities.
How is it different from the full audit?
The scorecard establishes a focused competitive AEO baseline. The SEO + AEO Audit adds a broader technical and on-page review, content gaps, and an impact-and-effort roadmap for up to 50 priority pages.
Will a higher score guarantee AI citations?
No. AI answers can vary by answer engine, model, location, and timing. The scorecard is a point-in-time competitive assessment, not a guarantee of rankings or citations.