//.the_case
The machines had Teamed wrong. Watch them change their answers.
There’s a difference between showing up and being recommended.
Verified client result · TeamedUser prompt: “What does Teamed do?”
Teamed is a company that specializes in building and managing remote engineering teams.
Wrong — Teamed is an Employer of Record. Half of all model-memory answers about the company were this kind of guess.
User prompt: “What is the best EOR for hiring across Europe?”
Best for Mid-Market & Cost Transparency: Teamed1 — a standout option if you want to avoid hidden fees. They do not charge foreign exchange (FX) markups on payroll and fees.
★ NON-BRANDED PROMPT · NAMED AMONG 5
The two questions were asked nine weeks apart, and both are on the record. One is an engine guessing from memory; the other has read teamed.global and answers accordingly.
Real, but unknown
A London Employer of Record, founded 2018, up against Deel and Remote. The expertise was real; the engines had simply never heard of the company.
In May 2026 we ran the baseline audit. Half of the engines' from-memory answers about Teamed were hallucinations: a dev-team marketplace one moment, someone else's project-management tool the next.
Two months in, pure model memory still hadn't budged. A July probe put 68 non-branded buyer questions to six models: Teamed was named zero times, and Deel up to 34. Memory moves last, and that is the pre-registered December target.
AI can't recommend what it doesn't know.
The diagnosis is an entity + naming problem, not distribution. Engines were already reading teamed.global. They answered branded questions correctly 99.1% of the time. They just never volunteered the name.
- Real EOR expertise — branded questions answered correctly 99.1% of the time.
- A machine-readable identity, content where citations already cluster, and vocabulary the engines could adopt.
- Treating entity, content and measurement as separate projects instead of one ordered sequence.
Entity first
A machine-readable identity on every page: schema, Wikidata, Companies House anchors, one brand string. Put first because entity effects lag by months.
Content where citations happen
Cost and comparison pages earn 8 of Teamed's 10 most-cited URLs — a comparison hub, cost guides, a crossover calculator, and country pages gated on verification.
Vocabulary the engines adopt
Teamed published its own frameworks — GEMO, Crossover Economics, the Graduation Model. By April, Google's query log showed fully-formed questions about them ranking at position ~1.
Measurement that survives an audit
759 prompts, seven engines, 9,592 answers. 78 claims adversarially checked: 66 confirmed, 12 corrected, none refuted. The corrections were published.
From 24th to 6th most-cited domain in Avouch's own sweep, May to July — and the most-cited domain of all, branded or not, across all tracked AirOps prompts, three weeks running.
June's organic-search opportunity creation ran 230% above the 2025 monthly average, and the first half of July had already beaten the strongest full month of 2025. One buyer clicked a ChatGPT citation of Teamed's Romania comparison page and was a pipeline deal 51 seconds after the form went in; the meeting is now booked.
Verified client result · TeamedCited everywhere, named almost nowhere
On the same July questions, Teamed is still last of the tracked brands on being named: about 2%, against roughly 30% for Deel and Remote. Engines lean on Teamed's pages as a source, then recommend somebody else.
That gap is the next phase, and we've pre-registered the December targets rather than marking our own homework. If the naming number doesn't move, you'll see that too.
Go where the citations already are
Teamed's own pages are already the most-cited in the category. What they can't out-run yet is domain authority — Deel, Remote and Rippling sit at 79–84; Teamed has climbed from 18 to 28. Closing that gap isn't more content on teamed.global. It's presence on the domains AI engines already trust and quote directly.
PR
Earned press links are the direct lever on the domain-authority gap itself — the one number teamed.global can't move alone.YouTube
youtube.com is already the single most-cited domain in Google's AI Overviews for this category — ahead of every competitor's own site. Teamed's own domain ranks third, behind youtube.com and deel.com.Reddit
Buyers already find Teamed through Reddit threads. A citation there doesn't need Teamed's own domain authority at all — it borrows Reddit's.G2
A reconciled, growing review count gives engines a neutral comparison source to cite, instead of guessing at who's best.
We went where the data said we needed to be for the pages. This is the same logic, applied to the domains the pages can't reach alone.
Most-cited in two months, named almost nowhere
Teamed's expertise never changed. The work made it legible to the engines its buyers ask first, measured weekly, with every correction published.
AI can't recommend what it doesn't know.
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