ChatGPT
78/100
View responses → Burnish scans the top AI engines to see where your store appears, then fixes the catalog gaps that keep your products out of the answer.
Measuring across
Your Shopify admin, when AI can find you.
Where AI sends shoppers right now.
ChatGPT best graphic tees under $40
Gemini vitamin C serum under $50
Perplexity compression leggings for marathon training
Claude modern dining table under $1500
DeepSeek single-origin coffee beans under $25
Grok dog harness for medium breeds
- Topics
- Prompts
- Engines
# Prompt Volume Δ
1 best running shoes under $150 34,653 +2%
2 trail running shoes for technical terrain 33,245 +1%
3 running shoes with arch support 32,569 +3%
4 waterproof running shoes for wet trails 29,978 −2%
5 lightweight trainers for racing 28,494 +1%
6 best minimalist running belt 27,594 +4%
7 shoes with 4mm lugs for muddy runs 27,324 −1%
8 gore-tex hiking shoes for fall 19,984 +6%
ChatGPT best running shoes under $150
Claude trail running shoes for technical terrain
Gemini waterproof running shoes for wet trails
Perplexity lightweight trainers with grippy outsoles
Grok shoes with 4mm lugs for muddy runs
Deepseek gore-tex trail shoes for fall hiking
same prompts six engines one truthful map
Fix queue
Catalog edits ready.
- ready
- 14
- approval
- 6
- safe
- 8
- 01 Missing material metafield Linen Utility Shirt Needs approval
- 02 Weak product title Silver Pendant Necklace Needs approval
- 03 No image alt text Trail Runner 2 Auto-apply
- 04 Schema incomplete Mineral SPF 50 Auto-apply
Before
Material: blank
After
Material: linen, cotton trim
- Dependency checked
- Product snapshot saved
Measure
Visibility delta
AI commerce index 28/100 +0
Cited prompts 0% +42%
Share of answer 0% +18%
- baseline
- 28/100 first scan
- approved edits
- 14 catalog fixes
- visible lift
- +34 index points
Visibility delta includes the 2 to 5 week lag.
the closed loop
How Burnish closes the gap.
-
Research
Mine the prompts shoppers actually use to find products in your category.
-
Monitor
Sample six AI engines every cycle for citations, sentiment, and rank.
-
Action
Queue safe fixes, separate approval edits, and write with rollback.
-
Measure
Pair each edit with the visibility delta. Honest about the 2 to 5 week lag.
the closed loop
How Burnish closes the gap.
- ChatGPT
best running shoes under $150
Claude trail running shoes for technical terrain
Gemini waterproof running shoes for wet trails
Perplexity lightweight trainers with grippy outsoles
Grok shoes with 4mm lugs for muddy runs
Deepseek gore-tex trail shoes for fall hiking
same prompts six engines one truthful map
why now
AI search is having its early-SEO moment.
GEO = generative engine optimization
who it's for
For stores moving early.
AI search is forming now. Burnish is for operators who want visibility without another course, checklist, or agency retainer.
- 01 Merchants who want AI visibility
You want to know if AI shoppers can find your store before answers get crowded.
- 02 Operators getting into GEO early
You see the SEO window repeating and want your catalog ready before the playbook hardens.
- 03 Teams with no time to learn GEO
You need the work turned into fixes, approvals, and proof.