Triage
Every submission and editor-flagged tool lands in one queue. We open the product, not just the marketing site. If it requires an account to evaluate, we make one.
ToolDirectory.AI is an independent directory of AI tools, written by AI and reviewed by a human. Every listing is drafted by our model, fact-checked against the live product, and signed off by an editor before it ships.
No paid placements. No top-ten clones. A periodical of this scope would normally take 30–40 people. We're four humans and a lot of AI — and that's the only way the math works.
The site grew slowly on purpose, then quickly on purpose. The bar for what gets listed hasn't moved since 2023 — but the team behind it stayed small, because the models got good enough to do the first draft of everything.
ToolDirectory.AI started as a private Notion table — 30 AI tools, a column for what they actually did, and a column for whether the screenshots matched the reality. Friends asked for access. Then friends of friends.
We rebuilt the table into a real directory. Every listing written by hand. It worked, but each new entry took an afternoon, and the backlog grew faster than the team did.
We rebuilt the pipeline around an LLM. The model writes the first pass from a live walkthrough of the product; an editor rewrites and verifies. Throughput went up 10×. The bar stayed the same.
Editor-led collections (AI tools for solo founders, for video editors, for analysts), head-to-head comparisons, and the Top 100 leaderboard. All drafted by AI, all sanity-checked by a human before shipping.
No VC, no parent company, no paid placements masquerading as picks. Four humans, a small armada of models, and a queue that gets reviewed every Monday. The kind of operation that used to take a 40-person newsroom.
Four steps, in this order, every time. AI does the drafting and the boring verification work. Humans do the judgment calls — what's worth listing, what's hype, and what to cut. Nobody pays to skip the queue.
Every submission and editor-flagged tool lands in one queue. We open the product, not just the marketing site. If it requires an account to evaluate, we make one.
Our model writes the first pass — what the tool does, who it's for, where it falls short. It works from the live product and our triage notes, not the homepage copy.
An editor rewrites for tone, kills the marketing language, and checks every pricing tier, integration, and category claim against the product. If we can't verify it, it doesn't ship.
Every listing is revisited on a quarterly cadence. Pricing changes get flagged the same week. Tools that shut down or go stagnant move to the graveyard.
Submissions take about a minute. Tools that match the bar land in the editorial queue and ship within a week. No payment, no priority tiers — only the work.
The five tools worth your attention, what shipped that week, and one thing we're watching. 42k readers; written by AI, edited by a human, every Tuesday.
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