Generative Engine Optimization
Track share-of-voice across 8 AI-search surfaces. Diagnose why each one answered the way it did. Ship recommendations grounded in your own bot-crawl data.
| # | Brand | Share | Δ 7d |
|---|---|---|---|
| 1 | PayPal 8 of 8 surfaces · paypal.com | 31% | +2 |
| 2 | StripeYOU 7 of 8 surfaces · docs.stripe.com | 27% | +4 |
| 3 | Square 6 of 8 surfaces · squareup.com | 20% | +1 |
| 4 | Adyen 4 of 8 surfaces · g2.com | 12% | 0 |
| 5 | Chargebee 3 of 8 surfaces · g2.com | 10% | +3 |
How it works
Track your brand visibility across AI search engines with our automated 8-pass audit pipeline
Input your brand name and target keywords. Our system identifies your digital footprint and competitors.
adidas
Overview
Search
Results
8 specialized AI agents examine your visibility across search engines, AI overviews, and competitor positioning.
Receive prioritized, actionable insights to improve your brand's presence in AI-powered search results.
Features
Comprehensive visibility analysis across all major AI search engines with specialized agents for each task
Track visibility across Google AI, Perplexity, ChatGPT, and Claude simultaneously with unified reporting.
AI
See which brands each engine names for your buyers' questions, and the engines where you are missing.
Brands named for “best payment processing for online business”
In the order each engine listed them
Stripe named by 5 of 6 engines. PayPal by 6 of 6.
Monitor which sources AI engines cite when mentioning your brand and track authority signals.
Understand how AI engines perceive and describe your brand across different contexts and queries
Analyze search result patterns and featured snippet opportunities to optimize visibility
Get prioritized action items with effort/impact scoring for maximum ROI on optimization efforts
Use Cases
Whether you sell products, software, or services, MentionAudit helps you dominate AI search results and outrank competitors
Track product visibility in AI shopping recommendations across Google AI Overviews, Perplexity, and ChatGPT
Monitor how AI engines describe your software versus competitors and optimize your positioning
Protect and enhance brand reputation across all major AI search engines with real-time monitoring
Deliver comprehensive GEO insights and multi-engine visibility reports to multiple clients at scale
Benefits
Stay visible where it matters most as AI transforms how customers discover and choose brands
Track your brand's AI search presence as it changes with continuous monitoring
Stay ahead by monitoring competitor visibility gaps and market positioning
Every recommendation comes with clear implementation steps and priority scores
One dashboard for all major AI search engines including Google, Perplexity, and ChatGPT
Monitor how AI describes your brand and catch reputation issues early
Make informed decisions with comprehensive analytics and trend tracking
ChatGPT weekly active users
as of 2025-Q4
Sam Altman · OpenAI Dev Day · 2025-10-06Click rate when an AI summary appears on Google search vs. when none is shown
as of 2025-Q3
Pew Research Center · 2025-07-22 (data from Mar 2025)AI search engines return wrong citations across 1,600 tested queries
as of 2025-Q1
Tow Center for Digital Journalism · Columbia Journalism Review · 2025-03-06Growth in generative-AI traffic to U.S. retail sites (Jul 2024 → Feb 2025)
as of 2025-Q1
Adobe Analytics · 2025-03-17Real operators and named researchers, captured on the record. Every card links to its primary source. A weekly content-fingerprint cron confirms the quoted text is still there — the muted dot beside each date is the verification heartbeat.
When an AI answers a question using your content, it usually cites you with a source link. What it doesn't do, 62% of the time, is say your name.
Growth advisor · ex-Shopify, G2, Atlassian
Year on year traffic is down 43% for the website I live from. Everyone in the industry is suffering.
Independent web operator (allaboutberlin.com)
If AI recommends your website when answering people's questions, you cannot find out what questions the user discussed, how many times your website was shown, and in what position.
Practitioner — AI recommendation analytics
The attribution point is huge: the "decision" can happen in the model's answer, and your analytics only see the last hop.
Practitioner — AEO measurement
The world of search is undergoing its most significant transformation since the advent of Google itself.
International SEO consultant · Founder, Orainti
My worry is GEO/AEO becomes the same game SEO did, people optimizing for bots instead of users. The boring strategy still wins. Write good stuff, update it, build credibility.
LLM systems builder — skeptical practitioner
AI assistants function fundamentally differently than search engines. While traditional engines prioritize retrieval (indexing and ranking), LLMs focus on synthesis.
Founder, Algorythmic · SEO & AI Search consultant
Even for market-leading brands, a single prompt can produce different recommendations day to day, which makes me suspect LLMs are also introducing some amount of entropy into product recommendations.
AI search visibility tooling builder
LLMs don't care about your domain authority or backlink profile. They care about whether they can extract a clean answer from your content.
Practitioner researching LLM citation behavior
The rules of SEO are being rewritten.
Founder, Data Sci 101 · ex-Moz Senior SEO Scientist
ChatGPT · Stripe · as of 2026-04-13
Stripe Billing — best all-around for developer experience, native metered/usage billing, first-class API/SDKs, clear docs and sandbox tools, and built-in webhook tooling (resend, signature verification, retries). Good match if you want to implement metered usage via API calls and keep billing logic close to your codebase.
Cited sources
7-day free trial · 5 audits · 2 core engines
For teams ready to turn an instant-reveal audit into monitored AI visibility.
Monthly only
FAQs
The most common questions about how MentionAudit works. Need something more specific? Reach out — we read every email.
Ask it yourself
Run the questions your buyers ask across every AI engine, keep the raw answers, and see which brands get cited instead of you.
7-day free trial · 5 audit credits · no charge today
> best payment processing for online business
“Stripe Billing — best all-around for developer experience, native metered/usage billing, first-class API/SDKs, clear docs and sandbox tools, and built-in webhook tooling (resend, signature verification, retries).”
cited · docs.stripe.com