Product AEO/GEO for ecommerce sellers

Find why AI cannot defend your SKU. Repair the proof it needs.

Qurifix diagnoses the product evidence gaps that block AI shopping recommendations, then turns them into fix-ready PDP, listing, FAQ, schema, feed, and creator assets.

Analyze my SKU Preview sample report
Shopify PDPs Amazon listings TikTok Shop briefs Evidence-based repair only

Why now

AI shopping answers reward products they can explain safely.

If competitors are easier to verify, AI makes them the safer answer.

What changed

AI compares products before the buyer even opens the listing.

Signal 01

Clear evidence beats generic claims.

Signal 02

One SKU needs one consistent story.

Platform focus

Built for the surfaces AI actually reads.

Start with the surfaces AI actually reads: PDPs, marketplace listings, FAQs, feeds, and comparison proof.

Shopify Amazon TikTok Shop WooCommerce Walmart Marketplace Etsy eBay Cross-border marketplaces

How it works

Audit, repair, then prove movement.

A short workflow for finding the trust gap, shipping evidence, and retesting the same prompts.

01

Audit buyer prompts

We test how AI answers real buying questions for your SKU, category, and competitors.

02

Repair evidence gaps

We turn missing proof into PDP, listing, FAQ, schema, feed, and comparison assets.

03

Retest movement

We re-run priority prompts after fixes go live to track answer and shelf-share changes.

No fake reviews No ranking guarantees Evidence-based repair only

Example report

See how one SKU turns into a repair plan.

Short samples are illustrative. Paid audits replace these examples with live prompt tests, platform-specific repair assets, and a retest schedule.

View full sample report

Inside the report

One diagnosis, three decisions.

  • Which competitors AI trusts first.
  • Which evidence gaps are suppressing the SKU.
  • Which fixes should ship before broader content work.

Plans

Choose how deeply you want to audit.

Quick Audit screens SKUs. Fix Pack turns the diagnosis into publishable repair assets.

Trial

Free Trial

$0

Validate the workflow with one private quick read.

  • 1 Quick Audit
  • 7-day history
  • No export

Starter

Starter

$19/mo

For a small shop checking a few priority SKUs.

  • 10 Quick Audits / month
  • 1 Fix Pack / month
  • 30-day history + export
Recommended

Growth

Growth

$59/mo

For brands turning audit findings into repair work.

  • 40 Quick Audits / month
  • 5 Fix Packs / month
  • 6-month history + export

Pro

Pro

$149/mo

For teams and agencies running SKU batches.

  • 150 Quick Audits / month
  • 20 Fix Packs / month
  • 12-month history + export

Start with Quick Audits to screen products, then spend Fix Packs only on SKUs worth repairing.

Request audit

Start with one SKU and one competitive question.

Send a product URL, competitor, and concern. Qurifix tests the SKU across shopping-intent prompts, captures the evidence layer, and returns the first repair path.

Quick Audit runs a lightweight shelf test. Fix Pack turns the diagnosis into repair assets.

What to send

A product URL, your main competitor, and any visible specs, FAQ, review snippets, or screenshots the product page may hide from crawlers.

What comes back

A prompt-cluster read, evidence matrix, competitor pressure, and the next fixes worth publishing before retesting.

Optional: choose one extra context field when it helps the audit, without expanding the main form.
No files chosen
Optional: upload screenshots of the product page. We extract visible text without asking for platform passwords.
View saved audits

Need a Fix Pack? Start with a quick audit so the request is tied to this SKU's evidence.