AI Visibility for
B2B SaaS
Your buyers ask AI which software to use before they visit your pricing page. If you're not in those comparison and category answers, you never entered the consideration set.
Free SaaS AI Audit →The B2B SaaS shortlist problem
Enterprise and SMB buyers now use AI for software research. They describe their problem, ask for tools that solve it, and get 2–3 names back. The AI makes the shortlist before the buyer visits a single vendor website. SaaS companies investing heavily in Google Ads, content marketing, and review generation are often completely absent from these AI answers — because the signals AI uses are different from the ones SEO and paid optimise for.
Missing from comparison queries
When buyers ask 'best CRM for X' or '[Your product] vs [Competitor]', are you in the answer? Most SaaS sites don't have content that targets those queries specifically enough for AI to cite.
No SoftwareApplication schema
SoftwareApplication schema tells AI exactly what your product does, what category it's in, who it serves, and what platforms it runs on. Without it, AI systems infer from marketing copy — often incorrectly.
Thin feature and use-case pages
Buyers ask AI 'does [product] have X feature?' or 'is [product] good for Y use case?'. If the answer isn't on a page AI can cite, you lose that query.
Inconsistent entity definition
Your product category and positioning described differently on your site, G2, LinkedIn, and press mentions creates a confused AI picture. Consistent entity definition across all surfaces improves recommendation probability.
AI crawlers blocked
If GPTBot or Google-Extended can't crawl your site, you're invisible to the AI platforms your buyers use most. A 30-second robots.txt fix opens the entire channel.
What the SaaS audit checks
Product category, feature list, target audience, supported platforms, and pricing signals in JSON-LD
Pages addressing '[Product] vs [Competitor]' and 'best [category] for [use case]' queries
Machine-readable Q&A covering common buyer questions about capabilities, pricing, and integrations
GPTBot, Google-Extended, Perplexity, anthropic-ai — blocked or allowed?
Is your product category and description consistent across your site, G2, LinkedIn, Capterra, and press coverage?
How does your AI visibility score compare to named competitors on the same 10 dimensions?
Structured site index for AI ingestion — almost no SaaS sites have one yet
Page speed and Core Web Vitals affect both SEO and AI crawl quality
See where AI ranks your product today
Free 100-point audit. 3–5 minutes. Finds every gap that keeps you off the AI shortlist — with specific fixes ranked by impact.