Documentation not indexed by AI
SaaS buyers ask AI 'does [tool] support [feature]?' If your docs aren't structured for AI consumption, the engine recommends a competitor whose docs are.
AI recommends your competitor — here's why and how to fix it.
LensCore probes 5 AI engines with 25 SaaS buying questions — alternatives, integrations, pricing, security, G2 reviews — to show exactly where B2B software brands disappear from AI answers and the fixes to get recommended instead.
Security page missing or hidden
Enterprise buyers check SOC 2, GDPR and security posture before even starting a trial. AI engines surface security info from companies that publish it prominently.
G2/Capterra reviews not cited
AI engines cite review aggregators when answering 'best [category] tool.' If your G2 profile is thin or your reviews are old, you lose the recommendation.
Alternative page strategy missing
Buyers ask AI 'what's the best alternative to [competitor]?' If you don't have an alternatives page, the engine recommends whoever does.
AI answers questions like yours
When a buyer asks… does AI name your product?
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We generate 25 questions tailored to your exact SaaS category.
How it works for SaaS companies
Step 1
Tell us your product
Paste your website URL. We adapt 25 buying questions (8 free, all 25 in the audit) to your specific SaaS category — analytics, CRM, dev tools or any B2B software.
Step 2
5 engines go to work
ChatGPT, Gemini, Claude, Perplexity and the Lenscore Retrieval Engine answer each question. We record every product named — yours and your alternatives.
Step 3
Fix what AI can't cite
Priority fixes for documentation structure, alternatives pages, G2 profile optimization, security page visibility and Schema.org markup — paste-ready for your dev team.
Frequently asked questions
How does the AI audit work for SaaS companies?
LensCore probes 5 frontier AI engines with 25 buying questions (8 on the free scan, all 25 in the audit) SaaS buyers actually ask — alternatives, integrations, pricing, security and feature comparisons. It measures which engines name your brand and which recommend competitors.
What SaaS categories does LensCore support?
Any B2B SaaS — analytics, CRM, project management, marketing automation, developer tools, design tools and more. The buying questions adapt to your specific category.
Will this help with enterprise sales?
Yes. Enterprise buyers use AI to shortlist vendors. If AI doesn't recommend you, you're invisible during the research phase — before a sales rep ever gets involved.
How is this different from SEO?
SEO optimizes for Google search results. LensCore optimizes for AI answers — ChatGPT, Gemini, Claude and other engines that buyers increasingly use instead of Google. Different signal, different optimization strategy.
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