seeno.ai
AI Brand Intelligence · B2B SaaS

When AI builds the shortlist, are you on it?

Seeno measures how ChatGPT, Perplexity, Gemini, Google AI Overviews and Claude recommend software, across categories, use cases, comparisons and alternatives to the incumbents.

See how it is measured →
TRACKS/ChatGPT·Perplexity·Gemini·Google AI Overviews·Claude
The questions your buyers actually ask

Seeno runs these across five engines, the way a customer would.

By buying intent
›Best CRM for a 50-person services company
›Best project management tool for agencies
›Alternatives to HubSpot for a startup
›Best analytics tool that integrates with Snowflake
›Cheapest help-desk software for a small team
›Notion vs Confluence for a product team
›Best tools for a modern data stack
›Best B2B billing software for usage-based pricing
Why it matters

What is at stake in your market.

The category shortlist is AI-generated

Buyers ask an assistant for "the best tool for X" and get three names. Landing in that list is the new top of funnel, miss it and you are not evaluated.

Comparisons and alternatives are decided by evidence

When someone asks for alternatives to an incumbent, AI reaches for review sites and comparison content. What lives there decides whether you are the named alternative.

Reviews are the training data

G2, Capterra and TrustRadius disproportionately shape answers. Thin or dated presence there quietly caps your AI visibility.

Your scorecard

Every metric in the language of your industry.

Mention rate
across category and use-case questions
Share of voice
you vs the category set
Comparison wins
named in "vs" and "alternatives" answers
Products above you
who owns your category prompts
Use-case coverage
by segment and job-to-be-done
Engine spread
where you are strong vs invisible
Product example · B2B SaaS

Where your product stands, by category and use case

Incumbent AIllustrative category set
n/a
Incumbent BIllustrative category set
n/a
Challenger CIllustrative category set
n/a
Your productIllustrative category set
n/a

A configured product example. Products shown are illustrative, not a published ranking.

Example category competitor view, labelled product evidence, not a ranking.
Source map

The places AI reaches for when it answers.

These are the sources that decide the recommendation in your category. Seeno shows which ones cite you, and which ones do not.

G2reviewsCapterrareviewsTrustRadiusProduct HuntComparison / "vs" pagesDocs & your own siteReddit & communities
What you do with it

A short list of fixes, ranked by what moves the answer.

01

Publish a structured comparison page for a category prompt you keep losing.

02

Deepen review-site presence and freshness where AI cites G2, Capterra and TrustRadius.

03

Build use-case pages mapped to the exact jobs-to-be-done buyers ask about.

04

Align product and pricing descriptions across the sources AI reaches for.

Built for

Who runs Seeno in B2B SaaS.

Head of MarketingDemand Gen leadProduct MarketingFounderGrowth lead
Questions
Is the competitor view a real ranking?
It is a labelled configured example until a public SaaS report ships. Your audit measures your product against its real category set.
How do you decide competitors?
Same-category software products only, review platforms, analysts and directories are excluded from the competitor set.
Does this replace SEO rank tracking?
No. It is the AI-answer layer: which products get named when a buyer asks an assistant, not which page ranks on Google.
Pricing

Pay for the questions you track. Everything else is included.

A tracked query is one buyer question in one market and one language, monitored across all five AI engines. Unlimited seats on every plan.

Starter
$149/mo
$1,490/yr, 2 months free
One brand finding out where it stands.
Start with a free audit
  • 50 buyer questions
  • 10 scanned daily
  • All 5 AI engines
  • 1 workspace
  • 10 competitors tracked
  • 6 months history
Most popular
Growth
$349/mo
$3,490/yr, 2 months free
A brand acting on the gaps, not just watching them.
Start with a free audit
  • 150 buyer questions
  • 25 scanned daily
  • 3 workspaces
  • 25 competitors tracked
  • 12 months history
  • Done-for-you execution available
Scale
$749/mo
$7,490/yr, 2 months free
Portfolios and multi-market brands.
Start with a free audit
  • 400 buyer questions
  • 75 scanned daily
  • 10 workspaces
  • 50 competitors tracked
  • 24 months history
  • Branded PDF reports
  • Read-only API
Partner
$1,490/mo
$14,900/yr, 2 months free
For firms reporting to their own clients.
Talk to us
  • 800 pooled buyer questions
  • 150 scanned daily
  • 25 client workspaces
  • White-label portal + custom domain
  • 36 months history
  • Full API
Every plan starts with a free audit. No card required. Full pricing details →
Other industries

Seeno reads every market by its own questions.

Real Estate
For developers and brokerages
Hotels & Resorts
For properties, resorts and groups
Law Firms
For practices, jurisdictions and matters
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