B2B SaaS discovery

AI Visibility Audit for SaaS Companies

SaaS buyers increasingly ask AI systems to explain categories, compare products, and shortlist vendors. MentionLens checks whether your public website gives those systems clear answers and verifiable reasons to include your product.

✓ Public-data only✓ Signed exact quote✓ Instant in-browser delivery✓ No subscription
Who this is for

Built for B2B SaaS founders, growth teams, product marketers, and lean content teams preparing a launch, repositioning, or category expansion.

01

Make the product and buyer explicit

A slogan may be memorable while leaving the category, user, workflow, and business outcome ambiguous. The audit checks whether a neutral reader can identify these facts without interpreting several pages.

It also looks for consistent product and company names across the homepage, About page, documentation, metadata, canonical URLs, and structured data.

  • Clear category and ideal customer profile
  • Named workflows and use cases
  • Consistent company and product entity
  • Stable product, pricing, and documentation URLs
  • Public answers without a login wall
02

Turn conversion claims into retrievable proof

Statements such as faster, easier, or enterprise-ready are difficult to verify without a method, example, customer outcome, or independent source. MentionLens identifies where the evidence chain stops.

The report treats visible facts separately from scoring inference and does not promote anonymous testimonials or unsupported customer logos as objective proof.

  • Source-linked customer outcomes
  • Dated benchmarks with methodology
  • Direct security and data-handling answers
  • Transparent pricing or buying process
  • Specific comparisons without unsupported attacks
03

Prioritize the pages that influence a shortlist

The audit converts evidence gaps into seven implementation tasks ranked by impact and effort. Supplied competitor homepages provide a directional comparison of publicly retrievable evidence.

After exact payment is verified on-chain, the report is generated automatically and can be printed or downloaded as JSON.

  • Seven evidence dimensions
  • Up to three competitor URLs
  • Impact and effort ranking
  • Inspected-source notes and limitations
  • Instant browser delivery
Questions

Before you order

Does this replace SaaS SEO?

No. It complements SEO by examining whether public product facts, answers, and evidence are easy to retrieve and use in generated answers.

Do you need access to our analytics or CRM?

No. MentionLens inspects public pages only. Never submit credentials, private dashboards, customer records, or non-public URLs.

Does the audit guarantee inclusion in a shortlist?

No. Models, prompts, retrieval systems, languages, and markets vary. The audit improves readiness but cannot guarantee a mention, ranking, or sale.

Ready to inspect your evidence layer?

See what the public site proves before you pay for the full audit.

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