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The first AI-powered SaaS directory — built to run itself

Directories were built by hand for 15 years. Ours verifies itself, ranks itself, and learns what every visitor actually wants.

Personalized to what you're building — no account needed.

weeks

typical review-queue wait on curated directories

1×

how often most catalogs get re-verified — at launch, never again

0

reviewers between your submission and publication here

The short answer

An AI-powered SaaS directory replaces manual curation with software: listings are verified automatically (icon checks, liveness pings), ranked by real engagement signals (clicks, upvotes), and recommended to users based on their stated interests and on-site behavior. OnlyFoundrs is built end-to-end this way — submit a tool and it's published, verified, and distributed without a human in the loop.

Software directories are the least automated products on the internet

Every major SaaS directory still runs on a human review queue: submit a form, wait days or weeks, hope an editor gets to you. Then the catalog freezes — dead links, abandoned tools, and acquired products pile up between audits because nothing re-checks them. Founders pay submission fees for the privilege of waiting, and buyers browse catalogs that rot silently.

Automation replaces the editor — signals replace the queue

OnlyFoundrs decomposes 'curation' into four jobs and automates each: verification (favicon fetch + weekly liveness checks), ranking (clicks, upvotes, recency — computed, not picked), discovery (per-visitor personalized aisles + semantic AI search), and distribution (instant publish into matched feeds).

01

AI semantic search, not keyword matching

Describe the outcome — 'edit short-form video faster' — and the AI search maps it to tools whose taglines and categories actually solve it. No exact-match keyword games.

02

Recommendations that learn you

Category clicks, upvotes, and searches update your personalized aisles in real time. Ten actions in, your marketplace looks different from everyone else's.

03

Verified-live listings, automatically

Favicon fetch + a weekly liveness cron marks every listing verified-alive — or queues it for removal. Dead links can't accumulate the way they do in curated directories.

04

Ranking you can't buy your way past

Position is computed from clicks, upvotes, and recency — the engagement data, not an editor's inbox order or who paid for a placement.

05

Instant launch → distribution

Submit a tool and it publishes immediately, then gets distributed to visitors whose taste profile matches what the tool does. Automation works for founders too.

06

Transparent click metrics

Every card tracks real clicks — not fabricated 'views'. Founders see honest performance; visitors see what the community actually uses.

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Stop browsing fifty tabs.

Open the marketplace and it learns what you're looking for from your first click — every visit gets sharper.

FAQ

What does 'AI-powered' mean for a SaaS directory specifically?

Three systems: (1) semantic search that matches described problems to tools, not keywords to keywords; (2) a behavioral recommendation layer that personalizes which aisles and cards each visitor sees; (3) automated verification — favicon and liveness checks that keep the catalog alive without manual review.

Is there still human curation?

No editorial gatekeeping — publishing is instant for every founder. Quality control is enforced by signals instead: verified-live checks, real click counts, upvotes, and spam policy. Bad listings sink fast because ranking is engagement-driven.

How is this different from Product Hunt?

Product Hunt is a launch event — a 24-hour spike that fades. OnlyFoundrs is a persistent directory: your listing keeps surfacing to matched visitors for as long as it's alive, and AI recommendations keep working after launch day.

Does the AI decide which tools are 'good'?

No — the community does. AI personalizes *who sees what*; quality ranking comes from real engagement (clicks, upvotes, verified usage). The AI solves discovery, not judgment.

Can I use it without an account?

Yes — browsing, AI search, and personalization all work anonymously. An account adds upvotes, saves, and launch privileges.

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