Sample report — demo data for Northwind Analytics. Run a free scan for your business.
Northwind Analytics
https://northwind-analytics.com
AEOArc cannot guarantee placement in any AI answer engine. AI answers vary by model, prompt, region, and time. We improve the signals that help AI engines discover, understand, cite, and recommend your business.
What we found
The 3 findings that matter most in this report — start here.
1. Technical blockers detected
1 crawl or AEO issue(s) may limit how AI engines access your content.
2. Competitor visibility lead
Competitor gap score 72/100 — competitors may be winning prompts where buyers ask for recommendations.
3. Top recommended fix
Address the highest-priority recommendation in your queue to close a prompt cluster gap.
Statistical confidence
50 ± 41 based on 2 samples
2 samples · Grade CConfidence
low
Volatility
low
Mention probability
50% (9.5–90.5)
Competitor win probability
0%
AI answers vary between runs. Scores reflect sampled probabilities with confidence intervals — not guaranteed rankings or recommendations.
Evidence grade
Sample quality, recency, region, and collection method for this report
Samples
2/30
Region
Austin, United States
Recency
Unknown
Guidance
directional
- Sample size 2 is below the 30 sample high-confidence threshold.
Evidence actions
- Run a larger multi-engine follow-up scan.
- Publish llms.txt with official pages and claim constraints.
AI Visibility Operating Score
Composite 39/100 — 12-factor signal breakdown
Discovery Score
96
Allow AI search crawlers and submit sitemap to Search Console.
Mention Probability
25
Publish comparison and category pages for high-intent prompts.
Citation Probability
0
Add FAQ hubs and cite-worthy guides with structured data.
Recommendation Probability
33
Strengthen proof signals and recommendation-oriented content.
Competitor Displacement
28
Target prompts where competitors appear but you do not.
Source Trust
24
Earn citations on authoritative third-party domains in your niche.
Scores estimate signal strength from sampled AI answers and site data. They do not guarantee AI recommendations or rankings.
Evidence debt
Score 42/100 · 2 unsupported · 1 risky
We are the #1 platform with 300% ROI
Add verifiable proof URL or case study supporting this claim.
Evidence debt measures marketing claims on your site that lack verifiable proof. Lower scores are better.
AI Visibility
58/100
How often AI answer engines mention your brand across sampled buyer prompts.
Next: Expand prompt coverage and strengthen brand mentions on comparison pages.
AI Citation
38/100
How often AI engines cite your URLs as sources when answering relevant prompts.
Next: Add FAQ hubs and comparison content with structured data.
Competitor Gap
72/100
How your mention and citation rates compare to named competitors in the same prompts.
Next: Prioritize displacement prompts where competitors appear but you do not.
AI Readiness
64/100
Technical signals: crawl access, sitemap, schema, and page structure for AI crawlers.
Next: Review AI crawler access separately from training crawlers.
Entity Clarity
85/100
Consistency of brand name, services, locations, and trust proof across your site.
Next: Complete entity profile and verify facts before content autopilot.
Content Authority
52/100
Coverage of buyer prompts (comparison, alternative, use-case, local) on your site.
Next: Generate content opportunities from prompt universe gaps.
Fastest opportunity
Address the highest-priority recommendation in your queue to close a prompt cluster gap.
Critical issue
1 crawl or AEO issue(s) may limit how AI engines access your content.
30-day roadmap preview
What AEOArc Autopilot would prioritize next on your project
- Refresh underperforming assets
- Expand prompt universe sample
- Send weekly visibility report
AI visibility scores and recommendations are generated from automated prompts and third-party AI models. Results may vary by engine, region, and time. AEOArc does not guarantee search rankings, traffic, or revenue outcomes. Reports are for informational purposes and should not be considered legal, financial, or professional advice. By using our free scan you consent to receive your report via email.