Solutions

Eye for Commerce

“Best budget blender” and “where to buy X near me” are answered by a model now, not a search results page. Eye tracks whether you’re the answer — and when you’re not, it drafts the listing copy, pricing analysis, or assortment fix that gets you there.

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.

Win the recommendation, not just the click

Mentions and relative position for comparison, "best for", availability and price-related prompts.

See who gets cited when models say "buy it here"

The retailer and review domains that actually drive where models send buyers.

Catch pricing and availability errors early

Models get stock status and pricing wrong more often than you'd think — sentiment and claims tracking catches it before a customer does.

Validate a listing or site change

Re-run the same purchase-intent prompts after an update to confirm it actually moved recommendations.

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
Generate retailer-ready listing copy

Title, bullets, description and differentiators — drafted directly from the gap analysis, not a blank page.

02
Run a pricing analysis

Current price positioning versus alternatives, margin considerations, and a recommended architecture — with every assumption labelled.

03
Build an assortment plan

Keep/add/cut recommendations by category, backed by what's actually winning or losing recommendations right now.

04
Track purchase-intent prompts

"Best for", comparison, availability and price questions — modeled as a repeatable set, not a one-off check.

05
Find the gap by query

Surface exactly where competitors get recommended and you don't, ranked by how often that query comes up.

06
Export for ecommerce and content teams

Hand findings to content, SEO and merchandising without a manual rebuild.

Inside Eye

The depth you need, without the clutter.

Share of voice by product line

How often you're recommended versus named competitors, broken down by category.

Share of voice
Brand mentions across all tracked questions
Northpeak31%
You27%
Strideline19%
Tempo13%
Others10%
Sources that drive the "buy here"

The retailer and review domains models actually cite when they name a place to buy.

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
Platform comparison

The same purchase-intent prompt, compared across every major engine — divergences are where the opportunity is.

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

Pressure by competitor and query, drilled down to the exact response driving it.

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 Commerce: common questions.

What does Eye for Commerce 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.