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Use case · Schools & universities

Found when students ask AI.

Students ask AI where to study. aillmz tracks how AI describes your programmes and fixes outdated facts.

Book a discovery callHow we build it
The problem today
×AI quotes outdated programmes
×Rankings sites dominate answers
×No measurement
The outcome Accurate, frequent mentions in AI answers. Talk to us about this
How it runs

Step by step.

1
Student questions tracked
2
Programme facts checked
3
Trusted sources identified
4
Visibility reported each term

The agents involved

Mention tracking agentChecks what AI assistants say about you, every day.Explore this agent →
Accuracy agentCatches wrong or outdated facts in AI answers.Explore this agent →
Source mapping agentFinds the pages AI assistants trust in your space.Explore this agent →
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What students and parents ask

Students ask where to study a subject, which course suits them or which school has the best facilities for a need. Assistants answer from rankings, directories and news articles. The mention tracking agent records whether your programmes are named and how they are described.

The source mapping agent then shows which pages carry the most weight, including directories that may hold old course details. It also shows how assistants describe your campus and facilities, so admissions can compare that with how you describe them yourselves and fix any mismatch at its source.

Facts that go out of date

Fees, entry requirements and open day dates change every year. The accuracy agent checks answers against a fact sheet from your admissions team and flags old details. Fixes happen at the source, with your staff approving each one. Parents and students often act on whatever they read first. Keep it short, current and easy to confirm.

  • List programmes and entry requirements
  • Name one owner in admissions
  • Update directories each admissions cycle
  • Check how campus details are described
  • Review answers before key application periods

Working with admissions and marketing

These agents work best when admissions and marketing share one fact sheet. We help you set it up, name an owner for each fact and agree who approves changes before the new cycle begins. We do not make claims about rankings or outcomes for you. The work is about describing your programmes accurately and being visible where students and parents ask. This keeps the effort realistic.

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01A 30-minute call with the rainmindz team02A written agent blueprint within a week03No commitment until you approve it
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