How do most AI SaaS tools charge (credits vs monthly subscriptions)?

Most modern AI SaaS tools use hybrid pricing: an entry-level monthly subscription that includes a fixed monthly credit quota, paired with pay-as-you-go top-ups for high-volume LLM inference and generation.

Can I find free and open-source AI tools on SaaSearch?

Yes. You can filter listings by pricing model (Free, Freemium, or Paid) and tech stack. Many makers provide 100% free open-source tiers with self-hosting instructions and MIT licenses.

How are MRR and user counts verified for AI startups?

SaaSearch integrates directly with Stripe and Paddle telemetry to verify recurring monthly revenue, growth velocity, and active users, ensuring figures are authentic rather than estimated.

How can AI developers launch their product on SaaSearch?

Founders can submit their AI application for free. Once you add the verified SaaSearch launch badge to your homepage, your listing is published immediately to today's launch leaderboard with zero queue delay.

SaaSearch - The Search Engine for SaaS and AI products

31 products for AI Attribution (0.03 seconds)

Resume Builder CVAd

https://resume-builder.cv›hr & hiring›Resume Builder CV

Resume Builder CV: Supercharge your resume with an AI co-pilot and live ATS score checker.

Resume Builder CV is a free AI tool for job seekers, from freshers to professionals, enabling quick creation of ATS-optimized resumes. It... Read more

5.0(2)1upvote

Resume Builder AI Assistant Job Search

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Convultra

https://convultra.com›analytics & data›Convultra

Convultra: Server-side conversion tracking & AI attribution for precise revenue insights. - result 1

Sep 17, 2026 - Convultra is a server-side conversion tracking and AI attribution platform designed to help businesses accurately measure revenue from all... Read more

5.0(1)1upvote

Server-side Tracking AI Attribution Conversion Tracking

1convultra

Cometly

https://cometly.com›ai & automation›Cometly

Cometly: Marketing attribution and analytics for SaaS companies. Use AI to chat with your ads data. - result 2

May 15, 2026 - Marketing attribution and analytics for SaaS companies. Use AI to chat with your ads data. Built with Next.js, TypeScript and Tailwind CSS.

5.0(103)829upvotes$191k MRR−14.3% MoM

AI & Automation Micro-SaaS

103cometly

Revliu

https://revliu.com›marketing & seo›Revliu

Revliu: Revenue attribution & conversion tracking for modern marketing teams. - result 3

Sep 9, 2026 - Revliu is a SaaS platform designed to help modern marketing teams accurately attribute revenue and track conversions. It allows users to see... Read more

5.0(1)1upvote

Revenue Attribution Conversion Tracking Marketing Analytics

1revliu

Umami

https://umamiengine.com›analytics & data›Umami

Umami: Open-source web analytics for understanding traffic and building integrations. - result 4

Sep 18, 2026 - Umami is an open-source web analytics platform designed to help users understand their website traffic and build robust data integrations. It... Read more

5.0(1)1upvote

Web Analytics Open Source Website Traffic

1umamiengine

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Cosmo

https://cosmo.app›saas›Cosmo

Cosmo: The all-in-one commerce platform for Discord. Sell, automate, and grow natively inside your server. - result 5

May 15, 2026 - The all-in-one commerce platform for Discord. Sell, automate, and grow natively inside your server. Built with Next.js, TypeScript and Tailwind CSS.

5.0(72)577upvotes$22.5k MRR−11.3% MoM

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Compete Scan

https://competescan.com›marketing & seo›Compete Scan

Compete Scan: AI visibility tracker for ChatGPT, Gemini and Perplexity - result 6

Sep 16, 2026 - Compete Scan is an AI visibility tracker that empowers brands to monitor and enhance their presence across leading AI search engines like... Read more

5.0(1)1upvote

AI Visibility Competitive Analysis AI Search Optimization

1competescan

TrackMCP

https://trackmcp.com›analytics & data›TrackMCP

TrackMCP: Analytics and observability for your Model Context Protocol servers. - result 7

Sep 6, 2026 - TrackMCP is an analytics and observability platform specifically built for teams shipping Model Context Protocol (MCP) servers. It provides... Read more

5.0(1)1upvote

Model Context Protocol Server Analytics Observability

1trackmcp

Resume Builder CV: Supercharge your resume with an AI co-pilot and live ATS score checker.

5.0(2)

Resume Builder CV is a free AI tool for job seekers, from freshers to professionals, enabling quick creation of ATS-optimized resumes. It features an interactive AI co-pilot for dynamic drafting, rewriting, and tailoring, eliminating manual editing and formatting hassles for better job application success. Key Features & Capabilities: • Interactive AI co-pilot • Live ATS score checker • ATS-optimized resume creation • Eliminates manual editing & formatting

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