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.

All sources

medium.com

Other#12 of 200

1,105 total mentions across 197,851 prompt runs

Influence score

Citation rate

0.5%

Prominence

61%

Engine breadth

2 / 4

Stage coverage

4 / 4

Total mentions

1,105

Score breakdown

How this source earned its 28-point influence score

Citation volume993 of 197,851 runs · 0.5% rate

8.8/ 70

Citation positionAvg position #3.9 → 61% prominence

9.2/ 15

Engine breadthCited by 2 of 4 AI engines

5.0/ 10

Stage coveragePresent in 4 of 4 buyer-journey stages

5.0/ 5

Total28 pts

AI engine breakdown

Claude

2%1,003 of 49,989

Gemini

0%0 of 49,426

ChatGPT

0%11 of 100,652

Buyer journey coverage

Discovery0.4% · 410 of 109,396

Evaluation0.9% · 436 of 46,996

Trust0.5% · 103 of 21,848

Conversion0.3% · 65 of 21,495

Citation trend — last 12 weeks

Sample prompts that cite this source

Conversion

affordable customer experience software for small teams
AI application tools for startups on a budget

Discovery

AI applications for improving accessibility in digital content
AI chatbots for financial services industry
AI inference API comparison for developers
AI infrastructure for media and publishing companies
AI infrastructure software with support for containerization
AI solutions for detecting fraud in e-commerce transactions
applications that assist in prioritizing resource allocation requests

Trust

Anyone out there regret choosing Dashboard over alternatives like Tableau or Power BI? What’s the real scoop?
Anyone out there regret choosing IQVIA over other analytics platforms like SAS or Tableau?
Anyone out there regret choosing Triple Whale over something like Google Analytics? What’s the real scoop?
Anyone regret picking OpenSearch over Elasticsearch? What’s the real story?
Anyone regret picking Sauce Labs over BrowserStack? What are the real drawbacks that people are facing?
Anyone regret picking SurveySparrow over Typeform? I've heard mixed reviews.

Most cited pages

Top APM Tools: Real-World Comparison of Pros, Cons, Cost, Performance, and Use Cases | by Kaan Berk ÖZBEK | Medium

medium.com/@kaanberkozbek/top-apm-tools-real-world-comparison-of-pros-cons-cost-performance-and-use-cases-b7dc77f97102

×18

Open Source GRC Tools You Should Be Using in 2025 (Eramba, CISO Assistant, VerifyWise) | by Dr. Gorkem Cetin | Medium

medium.com/@GorkemCetin/open-source-grc-tools-you-should-be-using-in-2025-eramba-ciso-assistant-verifywise-649364e00206

×18

Best AI Coding Tools of 2025: What Tools Should You Use? | by Matt Tanner | Medium

medium.com/@matthewtanner91/best-ai-coding-tools-of-2025-what-tools-should-you-use-6456a720ea23

×17

Choosing the Right Vector Database: OpenSearch vs Pinecone vs Qdrant vs Weaviate vs Milvus vs Chroma vs pgvector | by Elisheba Builds | Medium

medium.com/@elisheba.t.anderson/choosing-the-right-vector-database-opensearch-vs-pinecone-vs-qdrant-vs-weaviate-vs-milvus-vs-037343926d7e

×15

The Complete Guide to Popular Serverless Platforms in 2025 | by Hael Alhsen | Medium

medium.com/@hael.alhsen/the-complete-guide-to-popular-serverless-platforms-in-2025-2c2203789a13

×15

From GDPR to SOC 2: A Practical Guide to Building Compliance into Your Software | by Aleya Cyrus | Medium

medium.com/@aleyacyrus/from-gdpr-to-soc-2-a-practical-guide-to-building-compliance-into-your-software-7416422ba374

×12

Breakdown of Top 10 Web Automation Testing Tools | by Crissy Joshua | Medium

medium.com/@crissyjoshua/breakdown-of-top-10-web-automation-testing-tools-09a56f1e51c8

×11

Top 5 Open Source Vector Databases for 2025 (Milvus vs. Qdrant. vs Weaviate vs Faiss. etc.) | by Fendy Feng | Medium

medium.com/@fendylike/top-5-open-source-vector-search-engines-a-comprehensive-comparison-guide-for-2025-e10110b47aa3

×10

How to choose an LLM inference provider in 2025 | by Michael Ryaboy | Data Science Collective | Medium

medium.com/data-science-collective/how-to-choose-an-llm-inference-provider-in-2025-f079c7aac0dc

×10

Marketplace Software Platform: A Comprehensive Guide For 2024 | by Eyanerick | Medium

medium.com/@eyanerick171/marketplace-software-platform-a-comprehensive-guide-for-2024-f7f2e80abec6

×9

Category influence

Category-prompt signal only · brand audits excluded

Most influenced

8.2%37/449

5.6%23/409

5.2%31/592

4.9%29/592

4.6%24/520

Container Orchestration

4.4%18/408

4.2%21/504

3.8%9/236

3.6%7/196

2.9%18/614

2.8%13/472

2.8%13/464

Blind spots — not cited in these categories

Commerce Finance CRM Endpoint Protection Web CMS IT Service Management Payroll FP&A Contact Center Email Marketing Sales Engagement Content Marketing Accounting Sales Intelligence Help Desk