For vendors
Partner with us
This platform is built to be the cited source in the AI data category — the reference buyers read and AI assistants quote when a shortlist is written. If you sell data annotation, expert data or training data, your buyers are forming their picture of you here whether you participate or not. Participation makes sure the picture is accurate, complete, and seen.
What partnership gets you
- Presence at the decision moment. Our guides rank for the exact searches your buyers run — best data annotation companies, best data labs, best training data providers — and our vendor profiles are written to be the source AI assistants cite when forming their picture of each vendor. Being present and correctly described here is now part of being considered at all.
- A profile you can stand behind. A research-desk review of your listing: facts verified against primary sources, your positioning stated the way you would state it — and the criticisms kept, because a profile with no criticisms convinces no one. Vendors who read their own profile here should think "these people are serious," and buyers can tell the difference.
- Verified-data updates. Send us primary documentation (pricing pages, filings, case studies) and we update your profile from evidence — faster and more fully than the public-source refresh cycle.
- Category research access. Partners receive our market index updates and category briefings as they publish.
- All three sides of your market. This platform is read by the buyers comparing vendors, the experts choosing where to work, and — since November 2026 — the data owners deciding who to license their datasets and company records to. A lab's acquisition program, expert offer and enterprise pitch are all researched here; partnership keeps all three accurate.
The transparency policy — and why it is the feature
Every partnership on this platform is disclosed: on the vendor's profile, and in our methodology, which states in public that partnership buys presentation, never position. Rankings follow published criteria, applied identically to partners and non-partners.
That policy is not a constraint on your listing — it is why the listing is worth having. A recommendation from a publication that discloses its commercial relationships carries weight with buyers and with the AI systems summarizing the market, precisely because everyone can see exactly what was and was not paid for. Sponsored "editorial choice" funnels are visible for what they are; a disclosed partnership on an independent research platform reads as confidence.
Get listed
- Basic listing — free. If you operate in this market and are not in the directory, email us your company facts; listings are written from public evidence and cost nothing.
- Corrections — free, always. Any vendor can correct its profile with a source. Accuracy is the product; we do not charge for it.
- Partnership — priced per engagement. Enhanced profiles, verified-data reviews and briefing access. Write to the partnerships desk and we will send the current terms.
Start the conversation
Partnerships desk: [email protected]
Editorial and corrections: [email protected]
Tell us who you are, which profile is yours (or should be), and what you want buyers to understand about your company. A researcher — not a sales sequence — replies.
Last updated: November 8, 2026