AEO Audit is a free tool that scores B2B SaaS websites for AI search visibility — how likely they are to be cited by ChatGPT, Perplexity, and Google AI Overviews when B2B buyers search.

What is AI Engine Optimization (AEO)?

AI Engine Optimization (AEO) is the practice of structuring content, entity signals, and technical infrastructure so that AI engines cite your brand in generated answers. It extends traditional SEO to cover ChatGPT, Perplexity, Gemini, and Google AI Overviews.

Yes. AEO Audit is free. Enter any B2B SaaS brand and receive a full AI visibility score with prioritised recommendations.

How does AEO Audit score websites?

AEO Audit scores across six pillars: AI Visibility (22%), Brand Authority (23%), Content Quality (18%), Platform Optimization (15%), Structured Data (12%), and Technical AEO (10%). Each pillar reflects specific signals that AI engines use when deciding which sources to cite.

GitLab AI Visibility Profile — unCited.ai

[unCited]/

GitLab

Product Citation Index AI Influence Blog Book

AEO Score

Strong Presence

Avg Prompt Score

across 2531 prompts

AI Share of Voice

33%

across 2513 prompts

Category Visibility

in CI/CD · of 75

Critical Issues

critical + high

Per-stage performance

Discovery

1679 category

Cited40%668/1679

Share of voice33%avg

Engine consensus61%of engines

Competitors15.9avg/cited

Sentiment—no data

Evaluation

13 brand-level

Cited23%3/13

Share of voice23%avg

Engine consensus100%of engines

Competitors5.0avg/cited

Sentiment—no data

Trust

6 brand-level

Cited33%2/6

Share of voice33%avg

Engine consensus100%of engines

Competitors5.0avg/cited

Sentiment—no data

Conversion

5 brand-level

Cited20%1/5

Share of voice20%avg

Engine consensus100%of engines

Competitors5.0avg/cited

Sentiment—no data

Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.

Categories GitLab is visible in

Executive summary

GitLab is highly likely to be cited by AI engines for “best Version Control Hosting Software” and “GitLab vs GitHub” style evaluation queries because it has strong third-party review authority (G2 + Capterra + TrustRadius) and enterprise analyst recognition (Gartner Magic Quadrant). The single highest-ROI fix is to strengthen first-party, crawlable evaluation surfaces for the exact competitor comparisons (GitHub, Azure DevOps Server, Bitbucket, Jenkins, CircleCI) and ensure structured data coverage (SoftwareApplication + FAQPage) so AI can cite GitLab’s own pages for pricing and DevSecOps fit.

Based on audit of gitlab.com · Apr 2, 2026

Per-stage performance

Categories GitLab is visible in

Executive summary

Pillar Benchmarks