
HN 展示:您需要此工具來追蹤 AI 搜尋可見度
這篇 Hacker News 文章介紹了 GenRankEngine,一個生成式引擎優化 (GEO) 平台,旨在協助 SaaS 公司追蹤其在 AI 搜尋結果中的可見度,例如來自 ChatGPT 和 Gemini 的結果。文章強調 AI 作為買家首要查詢管道日益增長的重要性,並提供工具來審計和診斷可見度不足的問題。

Capabilities
Free Tools
Engineering Blog
Deep dives into GEO & AI algorithms.
Company
Audit your SaaS visibility index.
See if ChatGPT recommends you, or your competitors.
62% of buyers ask AI first. Diagnose your invisibility and see exactly who is stealing your traffic.






5,000+ scans run across ChatGPT & Gemini
Scans run by teams at



Analyzing Visibility Across
![]()
![]()
![]()
AI skips Basecamp when buyers ask for project management tools.
When buyers ask AI which tools to choose, Basecamp is rarely part of the answer.
Technical Architecture: Search vs. Generation
The fundamental shift from Information Retrieval to Probabilistic Inference requires a new optimization stack.
How it works
Enter your domain
We test your domain against 30+ buyer-intent prompts on GPT-4o and Gemini.
Get the "Displacement Report"
Generate a verifiable audit showing exactly which competitors ChatGPT recommends instead of you, and the specific sources driving those answers.
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.
/schema/product_structure.jsonld
Injecting context-priming scripts into the model window.
Targeting "Alternative to [Competitor]" queries.
Automated fixes generated for copy/paste
Example: Intercom.com scan
Real evidence from a live audit
Simple pricing. Start free.
Start free. Upgrade to track SaaS competitors and automate weekly intelligence.
Free SaaS Scan
One-time diagnostic to see where your SaaS product stands.
Lifetime Deal
Everything in Pro, forever.
Enterprise / Agency
For large teams & agencies protecting market share.
High volume plans available.
Ready to stop leaking AI traffic?
Free AI visibility check - 30s. No credit card required.
Frequently Asked Questions
Everything you need to know about SaaS visibility in the age of AI.
Free AI SEO Tools
Diagnose your AI visibility issues instantly with our free audit tools. No signup required.
Free AI Pricing Audit
Check if ChatGPT thinks your product is "Too Expensive" due to old data.
Negative Brand Check
Discover the "deal-breakers" and fake cons AI is inventing about you.
Competitor AI Spy
See exactly when and why AI recommends your competitors instead of you.

The first Generative Engine Optimization (GEO) platform built for B2B SaaS. Stop being invisible to the algorithms that buyers trust.
AI is already recommending your competitors.
© 2026 GenRankEngine. All rights reserved.
GenRankEngine is an independent AI visibility platform and is not affiliated with any other rank tracking tools.
Enter your email
We'll send your SaaS AI visibility report to your inbox in 30 seconds.
Free • No credit card • 1 scan per email
Get the full analysis
The Generative Engine Optimization Powerhouse for SaaS
Contact Sales
Get a custom quote for high-volume tracking and agency reports.
Analyzing your SaaS product
Testing SaaS buyer prompts across ChatGPT & Gemini
Usually takes 20-30 seconds
相關文章