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.
30
Categories (SaaS + DTC + Cyber)
450
Brands profiled
1,042
Comparison pages
26
Best-of lists
Live citation data · 5,500+ probes
Every brand on every page is ranked by real probe data across ChatGPT, Perplexity, Gemini, and Claude — refreshed daily. Cybersecurity comparison + best-of pages now live.
Directory · Updated weekly
Browse the brands AI engines cite.
960 vendors across 81 categories. 5,445 head-to-head comparisons. Every page enriched with live citation share from ChatGPT, Perplexity, Gemini, and Claude.
SaaS
15 vendors · 105 comparisons
HR & Payroll
15 vendors · 105 comparisons
Password Managers
15 vendors · 105 comparisons
Project Management
AI & Dev Tools
10 vendors · 45 comparisons
AI Coding Assistants
10 vendors · 45 comparisons
API Gateways
10 vendors · 45 comparisons
CI / CD
10 vendors · 45 comparisons
Container Platforms
10 vendors · 45 comparisons
Error Tracking
10 vendors · 45 comparisons
Feature Flags
10 vendors · 45 comparisons
LLM APIs
10 vendors · 45 comparisons
MLOps Platforms
10 vendors · 45 comparisons
Observability & APM
Cybersecurity
15 vendors · 105 comparisons
Cloud Security (CNAPP)
15 vendors · 105 comparisons
Data Loss Prevention
15 vendors · 105 comparisons
EDR / XDR
15 vendors · 105 comparisons
Email Security
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
SASE / SSE
15 vendors · 105 comparisons
SIEM
Fintech & Payments
10 vendors · 45 comparisons
Neobanks
10 vendors · 45 comparisons
Payment Processors
10 vendors · 45 comparisons
Payroll Software
Healthcare & Wellness
10 vendors · 45 comparisons
EHR / EMR
10 vendors · 45 comparisons
Fitness Apps
10 vendors · 45 comparisons
Health Insurance
10 vendors · 45 comparisons
Meal Delivery
10 vendors · 45 comparisons
Medical Scheduling
10 vendors · 45 comparisons
Mental Health Apps
10 vendors · 45 comparisons
Patient Engagement
10 vendors · 45 comparisons
Remote Patient Monitoring
10 vendors · 45 comparisons
Telehealth
10 vendors · 45 comparisons
Telehealth Clinics
Marketing & Creator Tools
10 vendors · 45 comparisons
Affiliate Platforms
10 vendors · 45 comparisons
Course Platforms
10 vendors · 45 comparisons
Email & SMS Marketing
10 vendors · 45 comparisons
Influencer Platforms
10 vendors · 45 comparisons
Landing Page Builders
10 vendors · 45 comparisons
Newsletter Platforms
10 vendors · 45 comparisons
Podcast Hosting
10 vendors · 45 comparisons
SEO Tools
10 vendors · 45 comparisons
Social Schedulers
DTC & Ecommerce
15 vendors · 105 comparisons
Athleisure
15 vendors · 105 comparisons
Coffee
15 vendors · 105 comparisons
Cookware
15 vendors · 105 comparisons
Eyewear
15 vendors · 105 comparisons
Luggage
15 vendors · 105 comparisons
Mattresses
15 vendors · 105 comparisons
Men's Grooming
15 vendors · 105 comparisons
Pet Food
15 vendors · 105 comparisons
Skincare
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