Turn AI Answers Into OrdersCustomersRevenue

The Shopify app that reads every AI answer, then fixes what costs you.

Measuring across all major AI engines:

Dashboard

How AI assistants answer for Threshold Footwear

Measured against your real buyer questions, every day, across the assistants your customers actually ask. Reflecting the last 7 days · updated 19d ago.

68/100
AI Commerce Index
▲ 4 · 7d
Seen · mention rate41%29 of 71 answers · ▲ 5 pts
Did · this week3123 fixes · 8 articles
Earned · AI revenue$486.004 orders
Products indexed12050 buyer questions tracked
ManifestoActivePowering every product, article, and visibility check in your brand's voice.View manifesto ↗
Engine performance
Today's sampling · 34 of 50 questions
ChatGPT · visibility score▲ 5 this weekComposite weight 0.6
Discovery58

how often ChatGPT surfaces your store in category answers

Reputation79

what ChatGPT answers when buyers ask about you directly

This week's read

Strong on brand questions · weakest on “best waterproof sneakers” category asks

72 answers · 21d · gpt-5.2View ChatGPT answers
Index trend
Last 7 days
Last 30 days
Last 90 days
Mention rate — % of AI answers that name your store
ArticlesView all →
18Gaps found12Published7Measuring3Won
Up next✦ How to break in canvas sneakers · Wed, Jul 8
Latest winCited by Perplexity
Smart postingOff · drafts wait in the pool
AI Readiness
81/100▲ 3 · 7d
12 fixes awaiting your approval
AutopilotOn · 23 fixes shipped this week, review-first
Activity
1 need youView all →
ActionCatalog · Rewrote 6 product descriptions · waffle-sole collectionExecuted2h ago
MonitorVisibility · Perplexity began citing /guides/sizing in 3 answersDetected6h ago
ActionCatalog · 12 bold rewrites awaiting approvalNeeds you1d ago
ActionArticles · Article published: “How to break in canvas sneakers”Executed1d ago
FoundationsThe machine-readable groundwork every other system runs on.Manage →
Brand Manifesto
Active

Six systems read from it. Rewritten as your store changes.

Review →
Structured data
Product & Article schema — specs, author & date
FAQ schema — answers can surface as direct AI answers
Breadcrumbs — Home → Blog → Article
AI crawler access
Open to all 8 AI crawlers — Checking your robots.txt…
Internal links AI can follow — Not measured
Burnish Web Pixel
Connected

Ties AI traffic to the orders it earned.

SetupEverything is running.4 of 4 done
Burnish app embedOn

Burnish is publishing structured data and open crawler access on your storefront.

Specialist session

Sit down with an AEO specialist

Half an hour on your store’s answers: which buyer questions you are losing, which competitor is taking them, and the order worth fixing them in.

30 minutes · we read your manifesto and engine scores before you join.

Book a session ↗

Questions about a number?How Burnish measures

Platform

An AEO agent on shift around the clock. Scans every engine before you wake. Queues fixes for your approval. Counts the orders the answers send.

Your store, as AI sees it. Real buyer questions asked across ChatGPT, Perplexity, Gemini, Claude and Grok, scored every day.

Every question, scored.

Open a reputation query: the score, its trend, and every engine’s answer behind it.

The answer, opened.

The exact words, the sources cited, and every competitor named.

Ask anything
ChatGPT Vouches Jul 25

For city winters, the Blundstone 585 is the everyday benchmark[1] and the Threshold Footwear Ridgeline stands out for waterproof comfort with a roomier toe box[2] — dressier than most winter boots. The Vessi Cityscape is the lightest option for milder days.

Sources [1] switchbacktravel.com [2] reddit.com
Other brands Blundstone Vessi

One manifesto, every engine. Your brand facts become the source engines quote. Schema, answers and articles all draw from it.

Fixes queued, never forced. Every product audited daily. Changes ship with your approval.

Autopilot with a leash.

You approve every change until you choose to grant autonomy.

AUTONOMY Level 1
L1 Review each Every fix queues for you From day one
L2 Auto-publish Half of each batch publishes Earned at 20 approvals
L3 Full autonomy Every fix publishes 50 approvals + your consent

Burnish earns Level 2. Level 3 only you can grant.

Projected, then proven.

Every fix ships with a projected lift. The daily re-audit reports what it actually moved.

39 81 +42

AI-ready bar: 80

Projected +42 · at publish ✓ Realized +42 · next audit

Frostline Lined Boots — re-scored by the daily audit

Answers engines can cite. A hundred buyer questions become articles, scheduled and published from your own store.

Proof, in order values. AI-referred sessions tracked first-party through to the orders they become.

First-party pixel.

Your own pixel ties AI-referred sessions to the orders they become.

ChatGPT
Gemini
Grok
Perplexity
Claude
BURNISH PIXEL
$4,512.00 · 100 orders
sessions in orders out

AI-driven pages.

The pages AI sends shoppers to — sessions, revenue and conversions, page by page.

AI-DRIVEN PAGES most AI traffic, last 7 days
PageSessionsRevenue
Ridgeline Hiking Boots /products/ridgeline-hiking-boots 1,642 $703.60 8 orders
Break in canvas sneakers /guides/break-in-canvas-sneakers 1,318 $402.00 6 orders
Frostline Lined Boots /products/frostline-lined-boots 964 $455.85 5 orders
Trailhead Merino Socks /products/trailhead-merino-socks 731 $189.75 11 orders

Zero setup

Live from day one. Install the app. Burnish learns your store and puts it to work, before you’ve written a word.

Install on Shopify

The only Shopify app with

Agentic AEO

It asks the engines.

Five engines, asked every single day.

It learns your truth.

Your manifesto, from your store.

It fixes what costs you.

Autopilot rewrites what engines miss.

It publishes authority.

Up to 150 articles a month, top tier.

It counts the orders.

First-party pixel, revenue attributed.

Signals

All of the answers, none of the guesswork. Ready to act on.

See more

Engines

ChatGPT, Perplexity, Gemini, Claude and Grok — asked every day.

Connectivity

Your whole storefront, heard.

ChatGPT, Perplexity, Gemini, Claude and Grok, sampled every cycle. Copilot and Meta AI, recognised when they send you traffic.

See the engines

Scan. Fix. Prove.All of it on the record.

A shopper asked for exactly what you sell. An answer came back. That conversation never reached your analytics.

Where the answer came from

  • ChatGPT
  • Perplexity
  • Gemini
  • Claude
  • Grok