An AI assistant built a rival recruiting analysis. Then it read our report — and changed its mind.
That was the miss it admitted. It also got most of the styles wrong, misread the trade-offs between programs, and pointed the athlete at the wrong schools.
Two analyses. Same athlete.
We gave a leading AI assistant a recruit profile and let it build the board. Then we ran the same recruit through a comprehensive Athlete’s Arc report.
“Tell me their minutes and goals/assists — I can estimate whether they’re a Calloway/Ridgeline-level recruit or a Brandt/Halvorsen-level recruit.”
Eight schools, scored to one decimal — built from reputation and feel. It crowned a #1 and red-flagged two schools as ones to avoid.
What sport do you play? What position? What is your preferred style? What schools would you like us to analyze? From those questions, we provide a detailed analysis of the schools you're interested in.
The AI assistant’s two “avoid” schools? The report’s ◆ Spotlights.
“One important issue”
The free analysis looked for anecdotal evidence. We have years of receipts.
Where the AI assistant’s top pick ranked on freshman minutes — the metric behind this athlete’s first priority. It had scored that school 9.0 out of 10.
The whole board had the same problem.
This athlete asked for two things: real freshman minutes, and a possession style of play. Plot the AI assistant’s eight schools against both, and the corner where they meet — the promise it was scoring against — comes up empty. So, we searched through all 207 D1 programs, to find two that did.
Eight schools. The promise box is empty.
Two ◆ Spotlights clear both bars — both from the AI assistant’s avoid list.
We grade the work, not the tool.
The data overwhelmed its counter-arguments.
Then it demoted the top pick. We put the finished report in front of the AI assistant twice — once cold, once against the session still defending the rival analysis.
A fresh session, no context, handed only the report.
“It has identified the exact questions that need to be answered.”
It adopted the report’s ordering — both ◆ Spotlights at the top — and advised keeping the report private and using it to prepare for coach conversations.
The session that built the rival analysis. Before conceding, it pulled current rosters itself — and confirmed the report’s numbers.
“I would not rank Calloway #1 anymore.”
The AI assistant’s former #1 fell to 5th of 6 in the revised order — which matched the report’s.
From the report: “Ultimately, Weatherly and Calloway offer an imposing trade-off — a strong chance at early playing time, or the possession-style system this athlete prefers.”
“Exactly the kind of tradeoff the report is supposed to expose.”
Every quote above is about one report.
Cover to cover, exactly as the AI read it — the grades, the receipts, and the questions it called “exactly what needs to be answered.”
Read the sample reportThe report didn’t argue. It just answered.
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