§ Suite · Services

What Illuma actually does.

Each service is one instrument. Pick the tab to see the tool, how it works, and what makes it different.

Output includes
  • S / A / B / C tiers by rarity and admit correlation
  • Counselor-authored guides on how to start each activity
  • Full variant list per bucket — see how titles collapse together
  • Search across ~40 categories
  • Title-specific guides for the most common activities
Under the hood

ML models + calibration layers, not a ChatGPT wrapper.

1
Fingerprint dedup
'Robotics' and 'Robotics Team' collapse to the same bucket via a rule-based fingerprint. Counts sum; highest-count variant is the display title.
2
Counselor-authored overrides
Where the classifier gets it wrong (HOSA → clinical, not community service), hand-authored overrides always win.
3
Tier calibration
S/A/B/C reflects rarity × T20 admit rate for that bucket, not a raw popularity ranking. The 'obvious' clubs land B/C by design.

Ready to try it?

First eval free. No credit card required to sign up.