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Glossy Data

AI visibility for B2B SaaS

See which software AI recommends to your buyers.

Many software buyers now start their research in an AI chatbot. See how often you appear in category, “alternatives” and “X vs Y” answers next to named rivals, the sources behind them and what to change.

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Illustration

Share of voice, unbranded questions

5 engines · last 28 days · 90% interval

Example
  • You31%
  • Northwind CRM26%
  • Ledgerly18%
  • Others25%

You vs Northwind CRM this month

Category share of voice for a fictional software company.

51%

of B2B software buyers now start their research in an AI chatbot rather than a search engine.
Source: G2 Buyer Behavior Report 2025 (n=1,169)

Category share of voice, with a margin of error.

See how often each engine recommends you against the rivals you name, by topic, engine and market, with the sample and range on every number.

  • Competitor share of voice
  • Head-to-head by topic and noise-aware alerts
Perplexity· APIExample
“best CRM for a 10-person agency”
For a small agency, Ledgerly is the simplest option [1]. Northwind CRM is more powerful but pricier, and some reviewers mention a steep learning curve [2]. Brightdesk is an alternative if you need invoicing built in.
Mentioned· #3 of 3· Alternative· Neutral tone
Sources[1] g2.com[2] reddit.com

The sources AI cites for software.

G2, Capterra, Reddit, comparison posts and your own docs. We show which ones each engine cites for your category, and the gaps ranked by impact.

  • Citations and AI Source Map
  • Source gaps
  • “Cited by AI” next to “crawled by AI” for your siteComing soon

Sources ChatGPT cites for “best invoicing software”

Share of answers citing each domain

Example
  • g2.com44%
    You're on it
  • techradar.com31%
    Missing
  • reddit.com/r/freelance24%
    Missing
  • capterra.com19%
    You're on it

Fixes with the evidence attached.

“Get reviewed on G2.” “Publish a comparison page against your top rival.” “Fix the outdated price ChatGPT quotes.” Each task links to the answers that suggested it. Email alerts help your team follow changes; the read API lets analysts explore results in their own tools.

  • Fix & Verify task inbox
  • Read API and MCP server
  • Search Console and GA4 connectionsComing soon

Get reviewed on G2

Example
+5–9 pts · 70% conf.SReview site

Cited in 38% of competitor answers for 12 questions. Ledgerly and Northwind Books both have 200+ reviews there. You have 9.

Wrong fact, caught

Tallyfox costs $49 a month and has no free plan.

Your fact sheet: Pro is $19 a month and there's a free plan. Likely source: a 2024 comparison article.

Fix the outdated price on your pricing page and in the 2024 listicle

Re-tested at 7, 14 and 28 days

▲ +7 ±3 · Verified

The questions that build a shortlist

Unbranded category questions, plus the alternatives and comparison questions where buyers name you.

  • “best CRM for a 10-person sales team”
  • “alternatives to Ledgerly”
  • “Tallyfox vs Northwind Books for freelancers”
  • “which project management tools integrate with Slack”
  • “cheapest help desk software with SSO”
  • “best invoicing app for agencies in Germany”

What AI reads before it recommends software.

Software answers can cite review sites, comparison articles, communities and product pages. Your project shows the exact domains and URLs, per engine.

Review sites
G2, Capterra, TrustRadius
Comparison content
“Best X” listicles, “X vs Y” and alternatives posts
Communities
Reddit, Hacker News, Stack Overflow
Your own site
Docs, pricing, integration and comparison pages

Pick a plan and start online

Every plan is self-serve. Pay by card and cancel renewal at any time in Billing.

A plan to consider

Growth

For a software brand tracking a real competitor set in several markets.

£229/mobilled monthly

7,000 credits ≈ 400 questions × 4 engines, weekly

  • Up to 5 websites, brands or locations
  • Every live engine and any of 49 countries
  • Unlimited seats

Cancel renewal any time. Once cancelled, your subscription will not renew.

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Questions people ask

Those suites added AI visibility as one tab, often with a handful of prompts or an extra per-platform fee. Glossy Data does only this: every engine on every paid plan, ranges and sample sizes on every number, and the sources behind each answer. Many teams run both.

Your category (“best X for Y”), the alternatives question for your two biggest rivals, one or two “you vs them” comparisons, and the integrations and use cases you sell on. The free check generates a starter set from your website.

Yes. Pick any of 49 countries and we ask in that market, in its language where we have a native question pack (7 languages today). There's no per-country fee.

Explore a free preview of your software website.

Free website check · No card needed · Full AI tracking on paid plans

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