Product AEO/GEO for ecommerce sellers

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

AEO/GEO = Answer Engine Optimization: making sure AI search answers can find, compare, and cite your product evidence.

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.

Home Start the SKU audit Workspace Run the repair queue Report Deliver one SKU

Qurifix Capture redacts emails, phone numbers, and card data before any AI call runs.

Private audit: sign in is required before the SKU run starts.

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.

Concrete sample proof

Before pricing, see the kind of proof a Repair Asset makes publishable.

Before repair

AI favors a competing monitor because its color-accuracy and ergonomic claims are backed by review proof and schema.

After repair

PDP blocks, spec FAQ, comparison copy, and Product schema repeat the same defensible color and mounting facts.

Missing signals

Color-gamut clarity, ergonomic range, mounting compatibility, third-party review proof, and Product schema fields.

Repair asset

A publish-ready spec proof block, listing bullet rewrite, and FAQ for color accuracy, ergonomics, and mounting.

Retest movement

Example path: Grade C at baseline, then Grade B after verified page, FAQ, structured-data, and comparison evidence is published.

See it across channels

Switch tabs to compare how the same teardown reads for different platforms.

  • Amazon charger — marketplace listing and review proof.
  • Shopify monitor — storefront PDP and FAQ evidence.
  • TikTok backpack — creator proof and short-form answers.

First run

A clear path from product page to retest.

Start with evidence, generate the right buyer questions, run the audit, then publish and measure movement.

01

Product URL

Paste the SKU page first so Qurifix can anchor the audit to one product and market.

02

Add evidence or Capture

Add page text, screenshots, FAQ, specs, or Capture output when marketplaces block a clean read.

03

Run SKU audit

Generate buyer prompts, competitor pressure, missing signals, and the first repair priority.

04

View report

Open the report to inspect the AI shelf, evidence gaps, and Repair Assets recommendations.

05

Open Workspace

Move the SKU into the workbench so next actions, status, and history stay together.

06

Schedule retest

After priority proof is live, rerun the same buyer prompts and compare movement.

Plans

Choose the capacity your team needs.

Audit screens SKUs. Repair Assets turns the diagnosis into publishable repair assets.

Prices are in USD. Lite and Pro are billed monthly; applicable taxes are shown by Creem at checkout.

Each audit uses 1 audit unit; each Repair Assets uses 1 Repair Asset unit. Comparison content and creator briefs are optional Repair Assets extensions.

Free trial

Free

$0

Run your first Audit and see the evidence gap before you pay anything.

  • 3 Audit units
  • 7-day history
  • Sample report access
Start free

Lite

$39/mo Billed monthly. Cancel any time.

For small shops running audits on a focused SKU list.

  • 40 audit units / month
  • 10 Repair Asset units / month
  • 180-day history + export
Recommended

Pro

$129/mo Billed monthly. Cancel any time.

For brands turning audit findings into publish-ready repair work.

  • 150 audit units / month
  • 40 Repair Asset units / month
  • 365-day history + export
Beta · Contact sales

Enterprise

Custom

Enterprise capabilities (audit log, SLA, custom admin support, and private deployment) are in private beta. Pricing is finalized after a usage review.

  • 800+ audit units / month
  • 200+ Repair Asset units / month
  • 730-day history + export; enterprise controls by agreement.

Plan comparison

Pick by workflow depth, not by guesswork.

Capability Free Lite Pro Enterprise Beta · Contact sales
Audit units 3 total 40 / mo 150 / mo 800+ / mo
Repair Asset units 10 / mo 40 / mo 200+ / mo
History and export 7 days · no export 180 days 365 days 730 days+
Qurifix Capture Included Included Included Included
Retest workflow Manual Guided Portfolio Portfolio
Team and client sharing Readonly links Readonly links Readonly links
Weekly monitoring 50 SKUs Per agreement
Export, sharing, and admin controls Export only Readonly client links Readonly links + Audit Log + SLA by agreement

Start with Audit units to screen products, then spend Repair Assets only on SKUs worth repairing.

Qurifix improves the evidence AI uses to recommend your product and tracks every recommendation change with reproducible baselines. Final rankings depend on market, category, and prompt factors outside our control — we don't promise specific rankings, but every change stays visible and auditable.

Common questions

What sellers usually ask before the first audit.

Audit or Repair Assets?

Use Audit to diagnose the evidence gap. Use Repair Assets when you need publish-ready repair assets and execution checks.

When should I use Capture?

Use Capture when the page has important specs, FAQ, reviews, schema, or screenshots that a URL alone may not expose.

When do I retest?

Retest after priority fixes are live, using the same buyer prompts so movement is compared against the baseline.

Does this guarantee ranking?

No. Qurifix repairs evidence quality and measures movement, but AI systems and marketplace rankings remain outside our control.

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.

Good to know

  • Free preflight: Qurifix checks the page has enough readable evidence first — weak evidence means no audit runs and no units are spent.
  • Nothing publishes itself: every Repair Assets stays a draft you review, copy, and ship manually.
Add evidence details Optional for screenshots, page evidence, extra context, or batch audits.
Choose a field to show options
Optional: choose one extra context field when it helps the audit, without expanding the main form.
No files chosen
Optional: choose product-page screenshots. OCR starts locally in your browser. Cloud OCR is off unless you separately authorize a single Perplexity request after local OCR is insufficient. Qurifix does not store the cloud-processed screenshot. Use public product-page screenshots only. Do not upload passwords, orders, customer data, seller-center credentials, or payment information.

Each audit uses 1 audit unit; each Repair Assets uses 1 Repair Asset unit. Comparison content and creator briefs are optional Repair Assets extensions.