Case Study: Ranked #1 in Google AI + Perplexity →

Generative Engine Optimization Platform for B2B SaaS

Monitor and improve how ChatGPT, Gemini, Perplexity, and AI search engines rank and recommend your product.

Track your AI Visibility Score, competitor displacement, and citation patterns inside a continuous monitoring dashboard.

Scans run by teams at

Business Wire BeSearchable Gain.pro Zeni

Analyzing Visibility Across

ChatGPT ChatGPT
Gemini Gemini
Perplexity Perplexity
Santhoshi
Meenakshi
Srivathsan
Zajsek
Arunkumar
Jeremy
500+

5,000+ scans run on GEO

Technical Architecture: Search vs. Generation

The fundamental shift from Information Retrieval to Probabilistic Inference requires a new optimization stack.

System ComponentLegacy Search (Google)Generative Engine (LLMs)
Retrieval Logic
Inverted Index
Keyword Matching
Vector Embeddings
Semantic Proximity
Ranking Function
PageRank
Link Graph Analysis
Attention Mechanism
Context Weighting
Visibility State
Deterministic
Rank #1 is static
Probabilistic
Varies by Temperature/Seed
Displacement Risk
Low Visibility
Buried on Page 2
Zero-Click Answer
Competitor Synthesized as Truth
Optimization Target
HTML DOM
Structure & Meta Tags
Context Window
Knowledge Graph Injection

How it works

1

Enter your domain

We test your domain against 30+ buyer-intent prompts on GPT-4o and Gemini.

2

Get the "Displacement Report"

Generate a verifiable audit showing exactly which competitors ChatGPT recommends instead of you, and the specific sources driving those answers.

3

Get fixes you can ship

Engineering-ready schema, content briefs, and entity strategies to reclaim your visibility.

Don't just find the leak. Fix it.

Get a prioritized Recovery Sprint with engineering-ready code (JSON-LD schema, context injection) to recapture your visibility.

Est. Impact: +42 Points
Timeline: 2-4 Weeks
Recovery_Plan_v1.json
Implement SaaS Product Schema Critical

/schema/product_structure.jsonld

Fix "Pricing" Hallucinations High

Injecting context-priming scripts into the model window.

Create "Vs Competitor" Page Content

Targeting "Alternative to [Competitor]" queries.

Automated fixes generated for copy/paste

Example: Intercom.com scan

Real evidence from a live audit

See where AI models recommend competitorsinstead of your product.

Free Scan (Preview)

$0

Limited preview. Not a full monitoring solution.

  • 1 Visibility Scan (SaaS)
  • 10 queries (5 ChatGPT + 5 Gemini)
  • Basic AI Visibility Score
  • No historical trends
  • No manual refreshes
Most Popular

Founder Plan

Monthly
Annual
$29 /month

Recurring subscription with dashboard access for continuous AI monitoring and recovery.

  • Weekly Visibility Scans
  • Detailed Report Access
  • Alerts & Notifications
  • Competitor Battles

Lifetime Deal

$299 $199

One-time payment. Limited slots.

  • Same features as Subscription
  • Pay once, own forever
No credit card for free SaaS scan Priority Support Secure Paddle Checkout

Ready to stop leaking AI traffic?

Free AI visibility check - 30s. No credit card required.

The same scan methodology that achieved #1 AI visibility is built into the Full Report.

Frequently Asked Questions

Everything you need to know about SaaS visibility in the age of AI.

What is Generative Engine Optimization (GEO)?
Generative Engine Optimization (GEO) is optimizing content to be easily understood, trusted, and cited by AI-powered search engines (like Google's AI Overviews, ChatGPT, Gemini, Claude, Perplexity, ...) that generate synthesized answers, moving beyond traditional SEO's focus on keyword rankings to ensure your information appears directly in AI responses and snippets, building brand authority and visibility in the evolving search landscape.
What is GenRankEngine?
GenRankEngine is a Generative Engine Optimization (GEO) platform for B2B SaaS. Unlike traditional SEO tools, it tracks your brand's visibility, rankings, and citations inside AI models like ChatGPT, Gemini, and Perplexity.
Why should I care about AI visibility right now?
62% of B2B buyers now start with ChatGPT before Google. If your brand doesn't appear in AI recommendations, you're invisible to the fastest-growing buyer channel. It's not about replacing SEO—it's about being present where buyers are asking questions.
How do I know if I have this problem?
If you can't answer "yes" to: "Does ChatGPT recommend my product?" or "Does it describe my features accurately?"—you have a blind spot. Our free scan identifies this in 60 seconds with real queries.
What is the cost of being invisible?
Brands appearing in fewer than 50% of relevant AI queries lose an estimated 15–25% of inbound pipeline. For a company with $500K ARR from inbound, that is $75K–$125K lost annually—traffic going straight to competitors.
How is this different from SEMrush or Ahrefs?
SEMrush and Ahrefs measure Google rankings. GenRankEngine measures how often you get recommended by ChatGPT, Gemini, and AI models. They're complementary—traditional SEO still matters, but AI visibility is a new channel with its own rules.
How do I know your data is accurate?
We perform real-time black-box queries using live ChatGPT and Gemini APIs. You are seeing actual AI responses, not simulations. Every scan includes raw evidence logs so you can verify the results yourself.
What do I get with the free scan?
A test across 10 high-intent buyer queries (5 ChatGPT + 5 Gemini), showing: your visibility score, which competitors get mentioned, your rank position, and key issues to fix. No credit card required.
How long until I see results after fixing issues?
Structural fixes (schema, entity data) start influencing AI answers in 1–3 weeks as models refresh their context. Content and positioning improvements typically take 3–8 weeks to propagate.

Free AI SEO Tools

Diagnose your AI visibility issues instantly with our free audit tools. No signup required.

Pricing Perception

Check if ChatGPT thinks your product is "Too Expensive" due to old data.

Run Audit

Deal-Breaker Audit

Discover the "deal-breakers" and fake cons AI is inventing about you.

Run Audit

Competitor Displacement

See exactly when and why AI recommends your competitors instead of you.

Run Audit

Perplexity Rank Tracker

Check if Perplexity mentions and cites your website for your category.

Check Rank
Run audit — see your AI ranking