Solutions

Eye for College

A prospective student asking “best computer science program for me” or “is this school worth the cost” is talking to a model, not your admissions page. Eye tracks what it tells them — and drafts the program page, FAQ, or outreach follow-up that fixes what’s missing.

Free plan · No credit card · Set up in minutes

1Know how AI describes you
2Decide what to fix
3Ship the work
Outcomes

What changes when you use Eye.

Eye turns how AI answers into visibility you can measure, and gaps into finished work you can ship.

Know which programs actually get mentioned

Track which programs, majors and outcomes trigger a mention of your institution — and which never come up at all.

Catch a misrepresentation before it spreads

Sentiment and narrative tracking surfaces an inaccurate claim about cost, admissions or outcomes while it’s still one answer, not a pattern.

See exactly who you’re losing to

Which peer institutions appear alongside you in comparison prompts, and where they consistently outrank you.

Confirm a page update actually worked

Re-run the same admissions prompt set after a site or content change to see if it moved the answer.

Workflows

What you will actually do in Eye.

A small set of repeatable workflows that keep the depth and stay easy to act on.

How it works, step by step
01
Draft the program page or FAQ

Turn a visibility gap directly into a content outline or an AI-answer-optimized FAQ for the program that’s missing — not just a note that it’s missing.

02
Follow up on admissions questions

Generate outreach email drafts for the exact concerns prospective students are asking models about — cost, outcomes, scholarships.

03
Map student intent prompts

Admissions, cost, scholarships, outcomes and majors, modeled as a repeatable prompt set tied to the real student journey.

04
Track share of voice vs. peer institutions

Measure mentions and position against the schools you’re actually being compared to, not a generic competitor list.

05
Audit citations & sources

See which domains show up in answers about your institution, and where you need stronger, more current coverage.

06
Export a board-ready summary

A concise, evidence-linked export for leadership, marketing and communications — not a raw data dump.

Inside Eye

The depth you need, without the clutter.

Share of voice vs. peers

Who dominates recommendations for your programs and outcomes, and how that shifts each admissions cycle.

Share of voice
Brand mentions across all tracked questions
Northpeak31%
You27%
Strideline19%
Tempo13%
Others10%
A gap becomes a page, automatically

A missing program doesn’t just show up as a red flag here — Agents draft the outline or FAQ that fills it.

Sources AI trusts in your category
Times cited in AI answers · whether they mention you
runnersworld.com
Missing you
reddit.com
Mentions you
yourbrand.com
Mentions you
rtings.com
Missing you
outdoorgearlab.com
Missing you
wikipedia.org
Mentions you
Cited domains over time

The sources that power education answers about your institution, and how that changes across runs.

Who AI names, question by question
Position in the answer (1 = named first)
QuestionYouNorthpeakStridelineTempo
best shoe for flat feet—123
most durable running shoe213—
best trail shoe for mud13—2
carbon plate shoe for beginners312—
eco-friendly running shoes—21—
Competitive matrix

Peer positioning at a glance, with the exact query and response behind every comparison.

Visibility in AI answers
Share of answers that name each brand, last 12 weeks
+29 pts
YouNorthpeakStridelineTempo
  • Approval before anything ships
  • Every answer and source one click away
  • Re-measured after every fix goes live
Questions

Eye for College: common questions.

What does Eye for College measure?

How often AI assistants name your brand for the questions your buyers ask, in what position and tone, against which competitors, and which sources they rely on.

How quickly can we start?

Setting up a project takes a few minutes and your first analysis runs straight away. There is a free plan and no credit card is needed to start.

Does Eye do the work or just report it?

Both. Eye ranks the fixes and its agents write the finished deliverables, from pages and FAQs to outreach, which wait for your approval.

See how AI represents you.

Create a project, pick your questions, and see where AI puts you, with the first fixes, in minutes.

Free plan available. No credit card to start.