What is AI Shopping Analytics?

AI Shopping Analytics helps brands understand where their products appear across AI-generated shopping results. It measures product visibility, shopping card activity, competitor presence, merchants, regions, and the prompts that trigger product recommendations.

How does Ansvisor track product visibility in AI Shopping?

Ansvisor monitors AI-generated shopping cards across supported platforms and connects surfaced products with prompts, brands, competitors, merchants, regions, prices, and visibility metrics.

Which AI Shopping metrics can I measure with Ansvisor?

You can measure Shopping Card Rate, Trigger Rate, products surfaced, Shopping Share of Voice, top merchants, product impressions, platform visibility, regional visibility, prices, and last-seen dates.

What is Shopping Share of Voice?

Shopping Share of Voice shows the percentage of tracked AI shopping cards that feature your products compared with all products surfaced across the same monitored prompts.

Can I see which prompts generate shopping cards?

Yes. Ansvisor identifies card-eligible prompts and shows which topics, platforms, and regions are most likely to generate product cards and shopping recommendations.

Can I compare my products with competitors?

Yes. Ansvisor lets you compare competitor products, distinct products surfaced, Shopping Share of Voice, impressions, merchants, prices, platforms, regions, and recent visibility activity.

Can Ansvisor show where AI platforms send shoppers?

Yes. Ansvisor identifies the merchants and domains attached to surfaced product cards, helping you understand where AI platforms direct potential customers.

Who should use AI Shopping Analytics?

AI Shopping Analytics is designed for e-commerce brands, retailers, marketplaces, product marketing teams, SEO and GEO teams, digital agencies, and companies that want to improve product discovery across AI search platforms.

AI Shopping Analytics

See where your products appear in AI Shopping

Track the products AI platforms surface, uncover the prompts that trigger shopping cards, and compare your visibility against competitors.

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Shopping visibility

Measure your presence across AI shopping results

Understand how often AI platforms generate product cards, how many of those products belong to your brand, and where competitors are gaining visibility.

Shopping card rate

31%

Tracked prompts that returned at least one card

Trigger rate

46%

Prompts producing a shopping experience

Your products surfaced

128

Product cards matched to your brand

Shopping share of voice

24%

Your cards compared with all tracked cards

Top merchant

Amazon

Most frequent merchant for your products

Shopping card rate by platform

ChatGPT

Copilot

Perplexity

Google

Your shopping presence — last 30 days

What you can analyze

Everything you need to understand AI Shopping visibility

Discover card-generating prompts

See which tracked prompts generate shopping cards and understand the topics, platforms and regions driving product discovery.

Overview Card-eligible prompts My Products

Best premium sneakers for everyday use Sneaker comparisons 232

Which running shoes offer the best support? Performance footwear 127

Best minimalist fashion brands to consider Premium fashion 96

Compare modern and retro sneaker models Product research 48

Durable sportswear products for winter Seasonal shopping 30

Benchmark shopping competitors

Compare distinct products and Shopping Share of Voice across the brands competing for the same AI-generated placements.

Overview My Products Competitors

Nike nike.com

Distinct products 84 Shopping SOV 31%

Adidas adidas.com

Distinct products 67 Shopping SOV 24%

New Balance newbalance.com

Distinct products 38 Shopping SOV 14%

Puma puma.com

Distinct products 22 Shopping SOV 8%

Track your surfaced products

Identify the products matched to your brand and see how frequently each item appears across card-bearing answers.

Overview My Products Competitors

Performance Sneaker

74% +11%

Everyday Runner

81% +6%

Trail Collection

68% -3%

Analyze merchants, regions and prices

Understand where AI platforms send shoppers and inspect the merchants, prices, regions and impressions attached to each result.

Product Platform Impressions Merchant

Classic White Sneaker

18 Amazon

Retro Running Shoe

12 Zalando

Performance Trainer

9 Foot Locker

Minimalist Leather Shoe

7 Nordstrom

Everyday Walking Shoe

5 Selfridges

Turn AI Shopping visibility into measurable growth

Discover where your products appear, which competitors are winning, and which prompts create the greatest shopping opportunity.