Live Rankings · Updated weekly
AI Visibility Leaderboard
How often does ChatGPT, Claude, or Perplexity mention each brand when someone asks a category-level question? We scan 58+ SaaS products weekly and rank them by mention rate — the % of relevant AI queries where the brand appears at all.
Brands tracked
58
High visibility (≥67%)
24
Invisible (0%)
7
Rankings
Mention rate = % of category-relevant AI queries that mention the brand
Render
Unified cloud to build and run all your apps with free TLS and global CDN
Clerk
Complete user management and authentication for modern web apps
AppWrite
Open-source backend as a service — auth, database, storage, functions
Simple Analytics
Privacy-first, cookie-free website analytics
Crisp
All-in-one customer messaging platform — live chat, helpdesk, chatbot
GitBook
Documentation and knowledge management for technical teams
Ghost
Open-source publishing platform for creators — blogs, newsletters, memberships
Sanity
Structured content platform — headless CMS with real-time collaboration
Penpot
Open-source design and prototyping tool — Figma alternative for self-hosting
Softr
Build client portals and internal tools from Airtable or Google Sheets
Circle
Community platform for creators and brands — courses, events, discussions
PostHog
Open-source product analytics, session replay, and feature flags
Umami
Open-source, self-hosted website analytics — simple alternative to Google Analytics
Tally
Free form builder with no limits, alternative to Typeform and Google Forms
Linear
Issue tracker and project management built for fast-moving product teams
Canny
Customer feedback management — capture, organize, and prioritize feature requests
Nhost
Open source Firebase alternative with GraphQL, auth, and Postgres
Cal.com
Open-source scheduling infrastructure — self-host or use as SaaS
Fathom Analytics
Simple, privacy-first website analytics — no cookie banners
Beehiiv
Newsletter platform built for growth — monetization, referrals, analytics
Buttondown
Indie-friendly newsletter platform, privacy-first
Plausible Analytics
Simple, privacy-friendly Google Analytics alternative with no cookies
LU
AI travel planning app powered by RAG and JSON
Directus
Open-source data platform — headless CMS and API for any SQL database
LogSnag
Event tracking and notifications for your product — know what's happening
Userlist
Behavior-based email and in-app messaging for SaaS
Bento
Email marketing + behavioral automation for indie SaaS founders
Outseta
All-in-one SaaS back office: auth, billing, CRM, support, emails
Capgo
Live/OTA updates for Capacitor mobile apps — skip the app store wait
Reform
Beautiful, brand-matching form builder for marketing teams
Loops
Modern email platform for SaaS — transactional and marketing in one
Resend
Email API for developers — send transactional emails with React components
Mailcoach
Self-hosted email marketing platform — run your own list without SaaS fees
Hanko
Open-source passkey and passwordless authentication
PocketBase
Open-source backend in a single file — realtime, auth, file storage
Lago
Open-source metered billing and subscription management
Lemon Squeezy
Payments and subscriptions for indie SaaS and digital products
SavvyCal
Scheduling that respects both sides — overlay your calendar on theirs
Mintlify
Beautiful documentation that converts users — MDX-powered, Git-synced
Plain
Customer support tool built for developer-first companies
Railway
Instant deployment infrastructure — ship faster with zero configuration
Coolify
Open-source self-hosted PaaS — deploy anything on your own servers
Height
Autonomous project management with AI that runs tasks for you
Plane
Open-source Jira and Linear alternative for project and issue tracking
Documenso
Open-source DocuSign alternative — sign documents with full data control
OpenStatus
Open-source status page and uptime monitoring
Fillout
Powerful forms with logic, payments, and scheduling built in
Formbricks
Open-source survey and user research platform
Trigger.dev
Open-source background jobs and workflows for TypeScript developers
Inngest
Event-driven workflows and background functions for any cloud
BrandPulse
ShipAhead
SaaS starter kit that lets indie devs ship a product in a weekend
Feather
Turn a Notion database into a blog with custom domain + SEO
Highlight.io
Open-source session replay and error monitoring for developers
Dub.co
Open-source link management infrastructure for modern marketing teams
IbexAI
AI agent that monitors LinkedIn and finds high-intent prospects
Usertour
Open-source user onboarding flows and product tours
LiFast
LinkedIn B2B marketing automation for indie founders
How we measure this
For each brand we craft 3 category-level queries — the kind a real buyer types into ChatGPT or Perplexity ("best [tool type] for [use case]", "compare X vs alternatives", "recommend a Y tool").
We run each query across ChatGPT, Claude, and Perplexity. Mention rate = brands mentioned ÷ total queries × 100.
A brand scoring 0% isn't "bad" in the traditional SEO sense — it's simply absent from AI consideration sets. No ads or reviews fix that directly. The right fix is content that AI engines actually learn from.
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10 scans/month · No credit card · ChatGPT + Claude + Perplexity
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