SaaS & software
More and more B2B decisions now start with a prompt on ChatGPT or Perplexity instead of a G2 or Capterra search. A SaaS product that isn't technically readable by these engines loses a growing share of category discovery, no matter how good it is.
What the data says
In the AI Readiness Index 2026, 133 SaaS & software websites scored an average of 79.4/100 for AI search visibility, against 57/100 across all sectors — #1 of 10 sectors.
Read the full AI Readiness Index 2026 →Real prompts your customers might use
- “Best {category} software for {company type}”
- “Alternatives to {known competitor} for {use case}”
- “Tool for {specific problem} with a free plan”
- “{Product A} vs {Product B} comparison”
What AIVIS checks for you
- llms.txt summarizing product, pricing and docs in a format built for AI assistants
- SoftwareApplication/Product schema with pricing and features declared
- Docs and changelog accessible to AI bots (often on subdomains with separate robots.txt)
- Prompt tracking on category queries to know if you're cited alongside competitors
See if ChatGPT already knows your product exists.