How many AI tools are there in 2026? A counted answer
No shared registry of AI tools exists, so no verified worldwide total does either. This index counted 209 live listings across 12 categories on 28 July 2026, each a distinct product with a working URL and a named category. Any larger number you meet is a different definition, not a better count.
By the The AI Tools Index team
The honest version of this question has two halves. The first half is what a specific catalog holds, which is checkable: on 28 July 2026 this index carried 209 live listings across 12 categories, and you can open every one of them. The second half is how many AI tools exist in the world, which nobody can answer, because there is no registry, no issuing authority, and no agreed definition of where one tool ends and the next begins.
Most published totals quietly answer a third question instead: how many rows are in the publisher's database. That is a fine number to publish as long as it is labelled as such. This page labels it.
Why does every published AI tool count disagree?
Because counts are definitions wearing numbers. Three catalogs looking at the same market will differ by an order of magnitude depending on four decisions nobody states out loud: whether a feature inside a larger product counts as its own tool, whether a hosted wrapper around somebody else's model counts separately from the model, whether a dead URL stays in the total, and whether the same product listed under an old and a new name is one row or two.
Take the last one seriously, because it is the largest source of inflation. The image model most people call Nano Banana shipped as Gemini 2.5 Flash Image in August 2025 and got a successor, Nano Banana 2, on 26 February 2026. A catalog that never reconciles nicknames with product names can carry the same family three or four times and report a bigger number for it.
What does this index count, and what does it leave out?
One row is one product that a person can sign up for and use, reachable at its own URL, sorted into exactly one of 12 categories. A model API without a usable product surface is not a row here. A feature shipped inside a product already listed is not a second row. A rebranded relaunch of a listed product replaces the old row rather than adding to it.
That method is deliberately narrow, and it produces a smaller number than a catalog with looser rules would. The trade is that the total is reproducible: you can walk the categories, count them yourself, and get the same figure.
- Included: a standalone product, live URL, one category, a maker or company you can identify.
- Excluded: model endpoints with no product surface of their own.
- Excluded: features inside an already listed product, however prominent.
- Merged, not added: renames, acquisitions, and white-label copies of a listed product.
- Removed, not archived in the total: listings whose URL stops resolving on a re-check.
How do the 209 listings split across the 12 categories?
This is the part of the answer with real information in it. A total tells you almost nothing; the shape tells you where the market has crowded and where it has not. As of the 28 July 2026 snapshot:
- Marketing: 27 listings, the largest category in the index.
- Productivity: 22.
- Analytics: 21.
- Agents: 20, and the fastest-moving category by entity churn.
- Coding: 20.
- Video: 18. Writing: 18. Design: 18.
- Research: 13.
- Chatbots: 12.
- Audio: 10. Images: 10, the two smallest categories in the index.
Does the total matter when you are picking a tool?
Not much. The number that decides your afternoon is the count inside one category, because that is the size of the shortlist you have to read. Ten image tools is a list you can work through before lunch. Twenty-seven marketing tools needs a filter before it needs a reader.
The useful move is to go down a level immediately: pick the category that matches the job, then sort by the constraint that actually rules you out, which is usually price, output licence, or export format rather than capability.
How do you check any AI tool count you read?
Four questions, in this order. What counts as one tool? When was the total last recomputed? Are dead links still in it? Can you reach the individual rows and add them up yourself? A count that fails the fourth question is a marketing figure, not a measurement.
The same test applies here. If the category numbers above do not add to 209, the snapshot is stale and the page is wrong, which is exactly the kind of error a reader should be able to catch without asking us.
How this number stays current
The snapshot date on this page is the date the totals were computed, and it moves only when the totals are recomputed, not when the page is touched. New listings enter through the submission queue and are counted once they are live; listings whose URL stops resolving leave the total on the next re-check rather than sitting in it as padding.