Agencies
Run shopping visibility across every ecommerce client.
ChatGPT ranks products. We track it.
See which products appear in ChatGPT's shopping carousels, how you rank against competitors, and why.
4.0on Trustpilot
G²5.0on G2
pierview.ai/dashboard/shopping
OverviewProductsCompetitors
Last 30 daysTracks visibility across
Perplexity
Claude
Gemini
Meta AI
DeepSeekPerplexityClaudeGeminiMeta AIDeepSeekPerplexityClaudeGeminiMeta AIDeepSeekYour product is on the shelf or it isn't.
ChatGPT answers 50 million shopping queries a day with product carousels. No page two. No way to check if you made it. Until now. Source: Siftly 2026 research; Adobe AI referral data, 2026.
See what ChatGPT surfacesShopping Prompts
Queries ChatGPT answers with a carousel
LIVE
“best running shoes under $100”
“compare wireless earbuds for the gym”
“top rated air fryers this year”
Carousels ChatGPT built for your category
Share of shelf. Retailer share. Brand presence. One screen.
Auto-discovered products, rolled up into the numbers that matter.
See your shopping visibilityShare of Shelf
ChatGPT shopping carousel · last 7 weeks
LIVE
0.0%
↑ 6.2%
vs last 7 weeks11.6%Retailer Avg
9.4%Competitors
Nike Share of Shelf
Retailer Average
Competitors
Auto-discovered from live carousel results, no feed required↑ trending
Product Catalog
Built from products ChatGPT actually surfaces
CloudRun Pro
Running shoes
12
appearances
Tempo Flex
Training shoes
7
appearances
StreetLite
Everyday shoes
4
appearances
Monitoring new carousel results
No feed. No uploads. ChatGPT finds your products for you.
We run the prompts, watch what ChatGPT surfaces, and build your catalog from it.
Discover your productsSee who beats you, where you overlap, and who's sneaking up.
Average position. Co-occurrence. Auto-detected brands you never added.
Benchmark competitorsCompetitor Position
LIVE
BrandAvg. pos.Co-occurrence
Nike#2.4
Adidas#1.8
Puma#3.1
New Balance#4.21 auto-detected brand you haven't added yet
Identify Comparison Gaps3 gaps found
CloudRun Pro vs. Adidas Ultra
“Adidas Ultra offers a lower price, more customer reviews, and faster standard shipping.”
PriceHigher than the top-ranked option
ReviewsFewer verified ratings
ShippingSlower delivery window
3 fixable gaps found on your lowest-ranked product
Know exactly why ChatGPT ranked you lower.
Price, features, reviews, shipping. The dimensions ChatGPT cited against your product, surfaced and fixable.
Find ranking gapsInvisible in AI? Here's why.
A missing llms.txt or a broken sitemap keeps ChatGPT from reading your pages. Find the blocker, fix it, watch the shelf fill.
Audit your storefrontAI Search Readiness
What's keeping ChatGPT from reading your pages
0%ready
Product pages crawlable
Structured product data
llms.txt available
Shopping sitemap valid
Missing llms.txt is likely blocking carousel visibility
Products · Exportable ViewSort: Appearances ↓
CloudRun Pro12 appearances#1Tempo Flex7 appearances#3StreetLite4 appearances#5Your data, one click out.
Sort by appearances, newest, or position. Export anytime.
Explore Shopping AnalyzerWho Pierview helps the most
Ecommerce and D2C
Get your products recommended, not just ranked.
Retail Marketing Teams
Protect shelf share as AI shopping grows.
In-house SEO teams
Connect shopping visibility to technical AI readiness.
Personas
AgenciesEcommerce and D2CRetail Marketing TeamsIn-house SEO teams
How Pierview compares
Prompt-Level Brand Tracking
Pierview
Searchable
Peec AI
Ahrefs & SEMrushNone
All LLMs Included (Zero Add-On Fees)
Pierview
SearchableLimited
Peec AILimited
Ahrefs & SEMrushNone
Hyper-Local Persona Simulation
Pierview
SearchableLimited
Peec AILimited
Ahrefs & SEMrushNone
End-to-End Content Execution
Pierview
Searchable
Peec AINone
Ahrefs & SEMrushNone
Conversational Dashboard (Ask Pierview)
Pierview
SearchableText Only
Peec AINone
Ahrefs & SEMrushNone
Personalized Onboarding & Training
Pierview
SearchableSelf-Serve
Peec AISelf-Serve
Ahrefs & SEMrushSelf-Serve
Frequently asked questions
Ask ChatGPT for a product recommendation and it answers with a carousel of product cards, each with a photo, price, and buy link. Pierview tracks whether your products appear in those carousels, in what position, and alongside which competitors.