How to Create White-Label AEO Reports for 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 deliverable.
White-label AEO reports are the fastest way for agencies to add a new revenue stream without building new tools or hiring specialists. The underlying audit work is done by RankAsAnswer — your job is to contextualize the data, frame the findings in your client's business context, and present them with your branding. This guide shows you the complete workflow. See what the audit output looks like first.
Why AEO Reports Are High-Margin
Traditional SEO reports require ongoing data collection, analysis, and interpretation. AEO reports have a different cost structure:
- →The audit runs in seconds — RankAsAnswer generates the full technical analysis automatically
- →The findings are self-explanatory — Scores, gaps, and fixes are labeled clearly
- →The fixes are pre-generated — Schema JSON-LD is auto-generated; you are delivering something clients can act on immediately
- →Clients cannot DIY it easily — Unlike SEO reports that clients could theoretically generate in Semrush, AEO audit data requires specialist tools and interpretation
Typical agency margin on a white-label AEO report: 60-75%.
The 5-Section Report Structure
A client-ready AEO report has five sections:
Section 1: Executive Summary (1 page)
- →Overall AEO score with context ("Your site scores 47/100 — below average for your industry")
- →Top 3 findings in plain English
- →Estimated citation impact of fixing the top issues
- →Recommended next step and investment range
Keep this to one page. Executives read this and make the go/no-go decision.
Section 2: Current State Analysis (2-3 pages)
- →Overall AEO score with pillar breakdown (Structure, Metadata, Content, Citation Patterns)
- →Top 10 pages audited with individual scores
- →Platform-specific scores (ChatGPT / Perplexity / Gemini readiness)
- →Bot access status (which AI crawlers can access the site)
This section uses direct outputs from RankAsAnswer's analyzer. Screenshots of the scoring interface can go directly into the report.
Section 3: Competitive Benchmark (1-2 pages)
- →AEO scores of 3-5 competitors (run them through the same audit)
- →Gap analysis: which specific signals competitors have that the client lacks
- →Citation landscape: which competitors are being cited for the client's target queries
This section answers the client's real question: "How do we compare to the competition?"
Section 4: Prioritized Fix Roadmap (2-3 pages)
Present fixes in a table sorted by impact × implementation effort:
| Fix | Impact | Effort | Priority |
|---|---|---|---|
| Add FAQPage schema to top 10 pages | Very High | Low (2-3 hours) | P1 |
| Fix bot access in robots.txt | Critical | Very Low (15 min) | P1 |
| Add Article schema with author | High | Low (2 hours) | P1 |
| Rewrite opening paragraphs | High | Medium (1 day) | P2 |
| Add HowTo schema to guides | Medium | Low (3 hours) | P2 |
| Expand content on thin pages | Medium | High (1 week) | P3 |
Section 5: Generated Fixes (Appendix)
This is the highest-value section for technical clients. Include the actual JSON-LD generated by RankAsAnswer for:
- →FAQPage schema for top 3-5 pages
- →Article schema template
- →Organization schema for homepage
Clients can give these directly to their development team. This turns your report from an analysis into a ready-to-implement action package.
The Delivery Process
Week 1 deliverable: Full audit report (sections 1-5) with competitive benchmark
Week 4 check-in: Follow-up call to discuss implementation progress. Offer to run a progress re-audit to show score improvement.
Monthly retainer pitch: After demonstrating value from the initial audit, pitch ongoing monthly monitoring that includes:
- →Monthly AEO score tracking
- →Hallucination detection alerts
- →New content pre-publication AEO review
Branding and Customization
For white-label delivery:
- →Remove RankAsAnswer branding from screenshots — crop the UI to show data tables and scores without product name
- →Add your agency logo and color scheme to the report template
- →Customize the executive summary for each client's specific industry and competitive context
- →Use the client's terminology — if they call it "AI visibility" instead of "AEO," match their language
The report template is the same across clients. The customization is in sections 1, 2 (adding client context), and 3 (competitor selection). Most of the heavy content is reusable.
Pricing the Deliverable
| Report Type | Included | Suggested Price |
|---|---|---|
| Starter Audit Report | Top 10 pages, no competitive benchmark | $500-$800 |
| Standard Audit Report | Top 20 pages + 3 competitor benchmark | $1,200-$2,000 |
| Full Audit + Implementation | Report + all P1 schema fixes implemented | $3,000-$5,000 |
| Ongoing Monthly Monitoring | Monthly score report + alert monitoring | $500-$1,500/mo |
At Agency tier on RankAsAnswer's pricing, the cost per audit is a small fraction of these rates — making white-label reports one of the highest-margin deliverables in an agency's portfolio.