How to Create a White-Label AEO Report for Your Clients (Step-by-Step)
AEO reporting is the new deliverable every SEO agency needs. This guide walks through how to productize AI citation audits into a repeatable, high-margin client offering.
Why SEO agencies need an AEO offering now
Your clients are asking about AI search. They're seeing their traffic change, reading about ChatGPT and Perplexity, and starting to ask questions their current SEO reports don't answer: “Are we visible in AI?”, “Why isn't our site being cited?”, “What should we do about AI Overviews?”
Agencies that can answer these questions with data — not just opinions — will retain clients who might otherwise churn, and win new clients who are specifically looking for AI search expertise. AEO reporting is the vehicle.
The agency opportunity in numbers
73%
of SEO clients have asked about AI search
~$500
average AEO audit price (standalone)
<$5
cost to produce with BYOK
The business opportunity for agencies
AEO reporting creates three distinct revenue streams for agencies:
One-time AEO audit
A comprehensive AI citation readiness audit delivered as a standalone project. Typical price: $400–$800 for a site of up to 50 pages.
Margin
90%+ margin with BYOK
Monthly AEO monitoring
Ongoing citation tracking, competitive benchmarking, and Schema maintenance retainer. Typical price: $200–$500/month.
Margin
85%+ margin
AEO implementation
Schema markup generation, content restructuring, and technical AEO fixes. Billable at agency hourly rates or fixed-price packages.
Margin
Standard agency margin
What an AEO client report should include
A professional AEO report has six sections, each answering a specific client question:
Executive Summary
Overall AEO score, top 3 findings, and the single most important recommended action. One page. Non-technical language.
Current State Dashboard
AEO score breakdown across four pillars with visual charts. Comparison against industry benchmark average.
Competitive Benchmarking
Your client's AEO score vs 3-5 competitors. Where they lead, where they trail, and the gap to close.
Schema Audit
List of all pages missing Schema markup, with the specific Schema types needed for each. Include generated code for the top 5 pages.
Content Structure Analysis
Pages with the largest structure gaps — missing question headings, thin content, buried answers. Prioritized by traffic impact.
90-Day Action Plan
Prioritized list of fixes mapped to expected AEO score improvement. Quick wins first, then longer-term strategic items.
How to create the report using RankAsAnswer
Add the client's domain as a project
Run audits on their top 20 pages
Add 3-5 competitors to the competitive analysis
Generate Schema fix code for top priority pages
Export and customize the report
Agency tip: create a report template
Presenting AEO findings to non-technical clients
Most clients will be unfamiliar with AEO. The framing that works best:
- ▸Start with the client's business problem: “AI tools are becoming how your customers research purchases. Here's your current visibility.”
- ▸Show the gap: “Your competitor [X] has an AEO score of 68. You're at 34. This means they're more likely to appear when someone asks ChatGPT about [topic].”
- ▸Show the path: “By adding structured data to your top 15 pages (we can do this in 2 weeks), your score would increase to approximately 61.”
- ▸Avoid jargon: never say “JSON-LD” or “Schema markup” in a client presentation. Say “structured data labels that help AI understand your content.”
Pricing AEO services
Why BYOK makes AEO economically viable for agencies
Without BYOK, running audits for 20 clients per month at 20 pages each could consume 2,000+ platform credits — enough to require a high-tier subscription just for client work.
With BYOK (using your own Gemini API key), the same 400-page-per-month audit volume costs approximately $1-2 in API fees. The platform subscription covers the analysis framework and reporting tools. The economics of offering AEO as a client service become highly favorable.