AI Search Intelligence Platform

AI Shopping Product Visibility

See which products appear in AI shopping cards, where they rank, and which prices, retailers, and source pages appear with them.

Enter your brand and choose a market

  • Free check, no login required
  • Data across 12,000+ niche markets
  • Results in 5 seconds

01 / UNDERSTAND THE FEATURE

Separate product mentions, shopping cards, retailer offers, and citations

An AI answer can name a product without showing a shopping card. A shopping card can list a retailer without citing its page as a source. Dageno records these separately. None of them proves a sale or sponsorship.

AI Shopping Product VisibilityWhat to look for
  1. 01

    Text Mention

    The answer names the product.

  2. 02

    Product Card Appearance

    Shows whether the product appears, where it ranks, and how appearances change

  3. 03

    Offer Channel

    A listed offer does not confirm current stock, a sale, sponsorship, or a partnership.

  4. 04

    Cited Source

    The page is cited as a source.

02 / PRODUCT VIEW

See which brands appear in shopping results

Compare brands shown in product-card answers for the selected market. Product visibility measures observed appearances, not sales or a guarantee that an offer is available.

About the data and original record

Based on Dageno backend data

This is a saved observation. It does not measure sales or prove why an AI answer included a brand.

Market overviewSmart Watches
Observed products
588
Your brand’s product count
236
Brands observed
87
#BrandVisibility
  1. 1Garmin48.7%
  2. 2Apple31.4%
  3. 3Samsung21.2%
  4. 4Coros11.0%
  5. 5Amazfit7.6%
  6. 6Fitbit5.9%
  7. 7Google5.1%
  8. 8Fossil4.7%
  9. 9Huawei3.8%
  10. 10Spacetalk3.4%

03 / PRODUCT VIEW

Explore an individual product from the market overview

Review a product’s appearance rate, best rank, and recorded offers. Check the currency, variant, merchant, and payment terms before treating prices as comparable.

About the data and original record

Based on Dageno backend data

This is a saved observation. It does not measure sales or prove why an AI answer included a brand.

Apple Watch Ultra 3AppleRecommended in 5 responsesBest rank #1
Rating
☆ 4.7
From price
EUR 799
Best rank
#1
Appearance rate
2.1%

Daily recommendation trend

Aug 10Aug 12Aug 17

04 / PRACTICAL GUIDANCE

Connect every shopping result to its question, product, and source

Dageno records the shopping cards, retailer offers, and citations it can access for the selected market. Check data availability before interpreting a missing result. Absence from this data is not a product-quality judgment.

More guidance

Track results over time Compare product appearances, rankings, listed prices, and cited pages across dates. Keep the product, model, and region consistent.

AI Shopping Product VisibilityKeep the comparison consistent
  1. 01

    Choose the products and questions

    Choose the market, brand, products and variants, AI model, region, shopping questions, and dates.

  2. 02

    Identify each product

    Read product names, brands, models, and specifications from shopping cards and answers.

  3. 03

    Compare product appearances and ranks

    Count appearances in shopping cards.

  4. 04

    Separate retailers from cited sources

    Record retailer offers and source citations separately.

05 / PRACTICAL GUIDANCE

Decide what to improve when your products do not appear in AI results

Confirm the product name and model, then read the relevant shopping answers. Check for missing product information and differences between retailer listings before deciding what to update.

More guidance

Compare later shopping results After making changes, compare periods of equal length using the same supported model, region, and shopping questions. Check cards, rankings, retailer offers, and citations.

AI Shopping Product VisibilityChoose the next improvement
  1. 01

    Use consistent product names

    Keep the brand, product name, stock-keeping unit (SKU), model, and version consistent across pages.

  2. 02

    Publish clear product details

    Publish accurate specifications, compatibility, prices, availability, and return policies.

  3. 03

    Check retailer details for conflicts

    Compare product names, models, prices, and availability across your website, retailer pages, and other sales channels.

  4. 04

    Answer the questions shoppers ask

    Answer shoppers' questions with clear comparisons, FAQs, verified customer examples, and relevant independent reviews.

AI Shopping & AI Ads

AI search is becoming a new gateway to products and advertising

AI SHOPPING

Where do your products appear in AI Shopping?

See which products appear, why competitors get selected, and which product data to improve.

AI ADS

New ad placements. New growth opportunities.

See what competitors are actually running, compare differences in their selling points, and decide where your budget should go.

DAGENO DATA FOUNDATION

Built onreal AI search data

Dageno standardizes AI search data daily across models, markets, and channels. It connects answers, citations, products, ads, and search signals into one traceable foundation for market decisions.

5 M+

Advertising data

Ads, advertisers, and placements across ChatGPT and Google AI.

100 M+

Product data

Products, prices, reviews, merchants, and citations across AI shopping.

12K+

Market segment data

Market data across 12,000+ market categories.

10+

Mainstream AI models

Supports leading models including ChatGPT, Gemini, Google AI Overview, Perplexity, Grok, and more.

Frequently asked questions

AI shopping visibility questions

What can I measure with Dageno AI Shopping Product Visibility?

You can check which products appear in shopping cards, where they rank, and which prices and retailers are listed. Open the original answers and linked pages. Compare results using the same market, model, region, and questions.

How is a product mention different from a shopping card?

A mention is just the product name in the answer text. A shopping card is a structured product listing. Dageno measures the two separately.

Does higher AI shopping visibility mean higher sales?

No. It measures appearances in the selected AI shopping results, not sales, revenue, market share, current stock, or completed purchases.

Does a retailer listing mean Dageno has a partnership with it?

No. It means the AI result lists that retailer or page with price or availability information. It does not confirm a partnership, sponsorship, purchase, or current stock.