How We Get Our Data
Where Does This Data Come from?
Every fact comes from the vendor's own website, read on the date shown, with the link on each tool page. We last checked all 55 tools on November 6, 2026. We do not test products hands-on, take payment for placement, or publish ratings, so treat vendor claims as claims.
What Gets Listed
- A real product with a working official website.
- The vendor's own pages must describe AI or predictive features, or the tool must be a general AI product agents can use. We left out products we looked at, such as some data and transaction tools, whose pages we read made no such claim.
- No tool pays to be listed or to change its position.
What We Record
- Lowest published price: the cheapest paid plan at monthly billing, with its unit, plus notes on yearly billing and fees.
- Free option: free plan, free trial, free sample or none stated.
- Stated features and integrations: what the vendor says, reworded and shortened.
- Sources and date: the exact pages we read.
How We Handle Gaps
If a page shows no price, says to request one, or would not display it to us, we say so. We never fill gaps from third-party blogs or estimates. "None stated" means the page we read did not mention it, not that it does not exist.
What We Do Not Do
- No star ratings, user counts or "best" badges, because we have no independent test data behind them.
- No invented reviews.
- No hands-on testing claims.
How Reading Was Done
Pages were read with automated help and then entered by hand into a structured list, which a script checks for missing fields and sources. Mistakes are possible, and prices change often, so check the official page before you buy, and tell us if something is wrong.
Order
Lists are alphabetical. On tool pages, alternatives are chosen by shared job. Advertising and any future affiliate links never affect this; see our disclosure.