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

50 products for AI Infrastructure (0.06 seconds)

Spek

https://spek.app›marketing & seo›Spek

Spek: Grow your app with self-learning AI ASO agents. - result 41

Sep 9, 2026 - Spek is an AI-powered App Store Optimization (ASO) agent designed to help apps increase their visibility and downloads across the App Store and... Read more

5.0(1)1upvote

App Store Optimization AI Agent Mobile Marketing

1spek

Scry

https://scry.io›ai & machine learning›Scry

Scry: Programmatic internet research for AI agents and deep analysis. - result 42

Sep 18, 2026 - Scry is an MCP (Multi-Modal Compute Platform) enabling AI agents to execute arbitrary programs over an immense corpus of internet documents. It... Read more

5.0(1)1upvote

AI Agents Programmatic Search Internet Data

1scry

Failproof AI

https://befailproof.ai›ai & machine learning›Failproof AI

Failproof AI: Detect and prevent silent failures in your AI agents. - result 43

Sep 7, 2026 - Failproof AI is a comprehensive observability platform designed for AI agents. It helps engineers, founders, and researchers identify and... Read more

5.0(1)1upvote

AI Observability Agent Monitoring AI Failure Handling

1befailproof

Edgee

https://edgee.ai›ai & machine learning›Edgee

Edgee: Fewer tokens, same context for AI coding agents. - result 44

Sep 18, 2026 - Edgee offers Token Compression V2, an AI optimization service engineered for coding agents. It significantly reduces token spend by employing a... Read more

5.0(1)1upvote

AI Optimization Token Compression Coding Agents

1edgee

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MakersClaw

https://makersclaw.com›ai & machine learning›MakersClaw

MakersClaw: AI operating system to align company goals with automated agents and workflows. - result 45

Sep 18, 2026 - MakersClaw is an AI-powered operating system designed to transform company goals into actionable agents, workflows, and automations. It... Read more

5.0(1)1upvote

AI Automation AI Agents Business OS

1makersclaw

Classifier.dev

https://classifier.dev›ai & machine learning›Classifier.dev

Classifier.dev: Zero-shot text classification API for agents and developers. - result 46

Sep 19, 2026 - Classifier.dev is an API-first service offering instant zero-shot text classification over plain HTTP, designed for seamless integration without... Read more

5.0(1)1upvote

Text Classification Zero-shot Learning AI API

1classifier

Infragrid

https://infragrid.ai›ai & machine learning›Infragrid

Infragrid: Turn screen recordings into intelligent AI agents for browser and desktop automation. - result 47

Sep 14, 2026 - Infragrid is an AI-powered automation platform that transforms screen recordings into executable agent workflows. Users can record tasks across... Read more

5.0(1)1upvote

Desktop Automation Browser Automation AI Agents

1infragrid

Spek: Grow your app with self-learning AI ASO agents.

5.0(1)

Spek is an AI-powered App Store Optimization (ASO) agent designed to help apps increase their visibility and downloads across the App Store and AI marketplaces. It automates the process of market research, drafting metadata changes in multiple languages, and publishing them directly to storefronts like App Store Connect using official APIs. By leveraging self-learning agents, Spek helps app developers and marketers optimize their listings, reduce ad costs, and achieve faster growth, supporting over 500 apps across various stages of their journey.

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