Boost your product visibility in ChatGPT Shopping
Discover how ChatGPT is recommending, describing, and placing your products. Use that data to rank higher in shopping results and turn AI-driven discovery into real sales.
Shopping visibility
Shopping Mode Rate
Brand share by merchant
Top shopping prompts
Attribute accuracy
Shopping Visibility
Track your baseline product visibility across ChatGPT Shopping-triggered responses.
Attribute Accuracy
See how Answer Engines are categorizing and describing your products in shopping results.
Shopper Sentiment
Understand how AI-generated shopping descriptions influence buyer perception.
SKU-Level Analysis
Analyze individual SKUs to see related citations and keywords.
Used by companies of all sizes
Flowgen shows you how your products perform across ChatGPT Shopping — from which queries trigger results to who controls your checkout options.
Turn insights into action
Flowgen highlights the specific actions you can take to improve product placement and drive more conversions from ChatGPT Shopping.
- Product Feed & Structured DataFix the feed fields and structured markup that determine whether ChatGPT correctly identifies, describes, and tiles your products.
- Merchant OptimizationDirect catalog updates and listing improvements toward the retail partners driving your highest ChatGPT Shopping placement.
- Competitive TargetingSee which product types and queries return competitor results but not yours — and use that list to brief new pages or optimize existing ones.
- Add “weight” to product feed (12 SKUs)
- Fix Product schema on /collections/trail
Frequently asked questions
How do I find out where my products rank in ChatGPT shopping?
Flowgen’s Shopping dashboard tracks your product placement within ChatGPT Shopping results. You can see your visibility score across shopping-triggered prompts, compare your ranking against competitors, and drill into specific categories to understand where you dominate and where you’re being outranked. All of this updates regularly so you’re always working with current data.
How do I see which of my products are actually appearing in AI shopping results?
The Product Analysis view in Flowgen lets you track individual SKUs to see which products ChatGPT is surfacing, how often they appear, and in response to which prompts. You can also see how ChatGPT is describing your product attributes, so you know whether the AI is representing your products accurately or getting details wrong.
Which retailers are controlling my brand’s checkout experience in AI shopping?
Flowgen’s Merchant Layer shows you which third-party retailers and direct stores own the checkout options when your products appear in ChatGPT Shopping. You can track your brand share by merchant and identify where a competitor’s retailer is capturing the sale instead of yours. This gives you the insight to prioritize the merchant relationships driving the most value for your brand.
What can I do to improve my product placement in AI shopping?
Flowgen highlights specific, actionable levers to improve your placement in AI shopping: optimizing your product feed so ChatGPT pulls the right attributes, managing merchant relationships to control your checkout experience, and implementing structured product data so your products display correctly in shopping tiles. The platform shows you where the issues are so you know which actions will have the biggest impact.
How do I know which prompts are triggering AI shopping experiences for my category?
Flowgen tracks Shopping Mode Rate, which measures how often prompts in your category trigger ChatGPT’s in-chat shopping experience versus a standard text response. You can see which keywords and topics consistently activate shopping tiles and tailor your content strategy to target those high-value prompts.
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