AI compares products before the buyer even opens the listing.
If competitors are easier to verify, AI makes them the safer answer.
Evidence repair dossier
๐ก Qurifix Capture redacts emails, phone numbers, and card data before any AI call runs.
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
Best fit
Use Qurifix when the product is real, but the proof is hard for AI to defend.
Clear evidence beats generic claims.
Compatibility tables, answer-ready FAQ language, and structured fields travel further than broad marketing copy.
Built for the surfaces AI actually reads.
PDPs, marketplace listings, FAQs, feeds, schema, comparison proof, and creator briefs.
For teams whose Amazon, TikTok Shop, Shopify, or marketplace listings lose to better-explained competitors.
For operators who need a concrete, prioritized SKU repair queue instead of scattered content tasks.
For client teams that need a repeatable audit, Fix Pack, workspace, and readonly share workflow.
Not for fake reviews, ranking guarantees, or generic SEO content without product evidence behind it.
Evidence repair
Each audit names the gap, then the Fix Pack creates publishable assets.
The audit finds where proof is thin. The Fix Pack ships the concrete assets that close each gap.
Product page proof blocks
Compatibility, specs, and use-case wording that AI can quote directly.
Marketplace bullets and FAQ
Bullets, Q&A, and review themes that repeat the same defensible facts.
Structured data and feed
Product schema fields and feed attributes that make evidence machine-readable.
Creator and comparison briefs
Briefs and comparison copy that place the SKU next to the competitors AI already trusts.
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 Fix Pack 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
Readiness baseline 42%, then 58% after PDP/FAQ updates and 67% after schema and comparison proof are live.
See it across channels
Switch tabs to compare how the same teardown reads for different platforms.
- Amazon charger โ marketplace listing and review proof.
- Shopify monitor โ storefront PDP and FAQ evidence.
- TikTok backpack โ 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.
Product URL
Paste the SKU page first so Qurifix can anchor the audit to one product and market.
Add evidence or Capture
Add page text, screenshots, FAQ, specs, or Capture output when marketplaces block a clean read.
Run quick SKU audit
Generate buyer prompts, competitor pressure, missing signals, and the first repair priority.
View report
Open the report to inspect the AI shelf, evidence gaps, and Fix Pack recommendations.
Open Workspace
Move the SKU into the workbench so next actions, status, and history stay together.
Schedule retest
After priority proof is live, rerun the same buyer prompts and compare movement.
Integration readiness
Know what connects now, what stays manual, and what can be added later.
Qurifix does not auto-publish to your store. Use these cards to see which inputs it can read today and which need a manual paste.
Manual and Capture evidence
Use product URLs, page text, screenshots, and Capture output when a marketplace blocks a clean read.
Store and listing fields
Keep titles, specs, FAQ, schema, media, and repair blocks tied to the same SKU record.
Traffic and revenue attribution
Connect GA, GSC, Shopify, or referral data after the repair loop is producing measurable movement.
Plans
Choose how deeply you want to audit.
Quick Audit screens SKUs. Fix Pack turns the diagnosis into publishable repair assets.
Save 20%
Free
$0Run your first Quick Audit and see the evidence gap before you pay anything.
- 3 Quick Audit units
- 7-day history
- Sample report access
Lite
Lite
$39/mo
Billed monthly. Cancel any time.
$468/yr
$374/yr
$31.17/mo ยท save $94/year
For small shops running audits on a focused SKU list.
- 40 audit units / month
- 10 Fix Pack units / month
- 180-day history + export
Pro
Pro
$129/mo
Billed monthly. Cancel any time.
$1,548/yr
$1,238/yr
$103.17/mo ยท save $310/year
For brands turning audit findings into publish-ready repair work.
- 150 audit units / month
- 40 Fix Pack units / month
- 365-day history + export
Enterprise
Enterprise
CustomEnterprise 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+ Fix Pack units / month
- 730-day history + export; enterprise controls by agreement.
Quick Audit and Quick Fix Pack each cost 1 unit; Full versions cost 2 units. Mix Quick and Full freely within the same monthly pool.
Plan comparison
Pick by workflow depth, not by guesswork.
| Capability | Free | Lite | Pro | Enterprise Beta ยท Contact sales |
|---|---|---|---|---|
| Quick Audit units | 3 total | 40 / mo | 150 / mo | 800+ / mo |
| Fix Pack units | โ | 10 / mo | 40 / mo | 200+ / mo |
| History and export | 7 days ยท no export | 180 days | 365 days | 730 days+ |
| Qurifix Capture | Included | Included | Included | Included |
| Retest workflow | Manual | Guided | Portfolio | Portfolio |
| Team and client sharing | โ | Export only | Readonly links | Readonly links |
| Weekly monitoring | โ | โ | 50 SKUs | Per agreement |
| Export, sharing, and admin controls | โ | Export only | Readonly client links | Readonly links + Audit Log + SLA by agreement |
Start with Quick Audit units to screen products, then spend Fix Packs only on SKUs worth repairing.
Enterprise inquiry
Tell us about your team โ we'll reply within one business day.
Common questions
What sellers usually ask before the first audit.
Quick Audit or Fix Pack?
Use Quick Audit to diagnose the evidence gap. Use Fix Pack 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.