The corpus

Public datasets AI engines already cite.

Our comparison + best-of pages span SaaS, DTC, and Cybersecurity brands — public, indexed, and getting picked up by ChatGPT, Perplexity, Gemini, and Claude every day. When you claim your listing, you take control of the source the engines are reading from.

Categories across 8 verticals
Brands profiled
Comparison pages
Best-of lists
Live citation data · probes

Every brand on every page is ranked by real probe data across ChatGPT, Perplexity, Gemini, and Claude — refreshed daily. New categories and brands are added continuously.

Directory · Updated weekly

Browse the brands AI engines cite.

983 vendors across 82 categories. 5,644 head-to-head comparisons. Every page enriched with live citation share from ChatGPT, Perplexity, Gemini, and Claude.

SaaS

15 vendors · 105 comparisons
Accounting
Top: FreshBooks · 100.0% cited
15 vendors · 105 comparisons
Analytics
Top: Amplitude · 83.3% cited
15 vendors · 105 comparisons
CRM
Top: HubSpot · 100.0% cited
15 vendors · 105 comparisons
Email Marketing
Top: ActiveCampaign · 100.0% cited
15 vendors · 105 comparisons
Helpdesk
Top: Intercom · 100.0% cited
15 vendors · 105 comparisons
HR & Payroll
15 vendors · 105 comparisons
Password Managers
15 vendors · 105 comparisons
Project Management
13 vendors · 78 comparisons
Website Builders
Top: Weebly · 75.0% cited

AI & Dev Tools

10 vendors · 45 comparisons
MLOps Platforms
10 vendors · 45 comparisons
Observability & APM

Cybersecurity

15 vendors · 105 comparisons
Identity & Access Management
15 vendors · 105 comparisons
Managed Detection & Response
15 vendors · 105 comparisons
Pentesting & Offensive Security
15 vendors · 105 comparisons
Vulnerability Management

Fintech & Payments

10 vendors · 45 comparisons
Crypto Exchanges
Top: Coinbase · 91.7% cited
10 vendors · 45 comparisons
Expense Management
Top: Ramp · 83.3% cited
10 vendors · 45 comparisons
Payroll Software

Healthcare & Wellness

10 vendors · 45 comparisons
Fitness Apps
10 vendors · 45 comparisons
Health Insurance
10 vendors · 45 comparisons
Medical Scheduling
10 vendors · 45 comparisons
Patient Engagement
10 vendors · 45 comparisons
Remote Patient Monitoring

Marketing & Creator Tools

11 vendors · 55 comparisons
Affiliate Platforms
10 vendors · 45 comparisons
Course Platforms
Top: Kajabi · 100.0% cited
10 vendors · 45 comparisons
Email & SMS Marketing
10 vendors · 45 comparisons
Influencer Platforms
10 vendors · 45 comparisons
Landing Page Builders
Top: Instapage · 100.0% cited
10 vendors · 45 comparisons
Newsletter Platforms
Top: Beehiiv · 100.0% cited
10 vendors · 45 comparisons
Webinar Tools
Top: BigMarker · 100.0% cited

DTC & Ecommerce

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