Authority
The Shortlist Index

Public AI visibility rankings for B2B SaaS.

We test hundreds of B2B SaaS products every week against the buyer-intent prompts their customers are typing into ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews. These are the scores.

Updated weekly. Free. No pay-to-play. New category every month.

Live categoriesNext up — one new category per month
Project ManagementPM tools cross-purchase with CRM — CRM Index readers buy PM tools next. Linear, Notion, ClickUp, Asana, Monday all show up.June 2026
Customer SupportUniversal relevance — every SaaS has support tooling. Zendesk and Intercom dominate. Mid-market underdogs (Help Scout, Crisp) have active marketing teams.July 2026
AnalyticsGA4 migration aftermath drove re-evaluation across the category. Spans product analytics, marketing analytics, and BI.August 2026
Sales EngagementSDR teams benchmark obsessively. High commercial intent. Outreach, Apollo, Salesloft, Lemlist, Instantly all in scope.September 2026
How it works

We ask. We parse. We publish.

01

Buyer-intent prompts across 5 engines

30+ prompts per category, hitting category, comparison, problem-led, and persona patterns. Same prompts for every brand in the category.

02

Automated citation extraction

We parse each engine's response, identify named brands, and score on mention rate, position, engine breadth, and content extractability.

03

Weekly, public, free

Scores update every Monday. No pay-to-play. No promoted listings. The Index is only useful if it's trusted. So we don't sell rankings.

Don't see your category?

Run your own score in ~2 minutes.

We can score any B2B SaaS in any category — even ones not yet on the public Index.