MENTOR
Your AI coaching mentor
For FIFA · Member Association view
Illustrative · example dataCoaching Insights
The return channel. FIFA publishes curriculum as static documents and gets no signal back. Here, every coaching question becomes a live, structured data point, aggregated into what coaches across 211 member associations actually need, and where development money moves the needle.
Active coaches
1,284
▲ 18% vs. prev. 30 days
Questions logged
9,610
▲ 12% · 7.5 per coach
Answered from base
78%
22% became gap signals
Languages
14
EN 41 · ES 19 · FR 12%
Demand map
topic × age · by volume◆ Emerging theme · found by clustering
"Managing parents" is now a top-5 topic
No one surveyed for it, and it appears in no curriculum PDF. The engine surfaced it from the questions themselves, then folded it into the taxonomy.
+112% in 60 days · 0 matching materials
What kind of help
intent splitGap report
low coverage → material backlogLine deviations
curriculum rules caught in codeStrength training requested for U11
Recurring across 9 associations → a coach-education need, not a bug
120-min sessions planned for U8
Session length above the age-phase ceiling
Clinical injury questions to the mentor
Routed to healthcare by rule, flagged for material
By confederation · where FIFA Forward spend follows demand
CAF
coach shortage
session basics
AFC
large-group drills
engagement
CONMEBOL
1v1 & technical
skill focus
CONCACAF
mixed-ability
broad ages
OFC
getting started
first sessions
UEFA
load & periodisation
academy depth
Aggregate only, by design. No individual-coach view. A segment renders only above a minimum coach count. Transcripts are consent-gated and time-limited, because the value is coaches asking freely.
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