Product appearances
See which items are named for monitored shopping questions.
Shopping visibility in OuterciteBeta
See which products
AI recommends to buyers.
Connect product data and monitor shopping questions at product level. See which items appear in AI answers, which competitors are recommended and where your catalogue is missing.
ChatGPT
Claude
Gemini
AI Overviews
Perplexity
Grok
DeepSeekWhy it matters
Brand visibility can hide a product-level gap.
A shopper asks about a product, price, feature or use case. The answer may recommend a competitor item even when your brand performs well elsewhere. Product-level monitoring shows where buying intent is being won.
The process
Follow products through the questions buyers ask.
Shopping visibility is a beta capability. Access depends on your account, plan and integration setup.
- 01Connect
Bring product information from a supported ecommerce integration.
Product catalogue - 02Monitor
Link products to high-intent shopping and comparison questions.
Shopping prompts - 03Check
See which products and competitors appear in monitored AI answers.
Product visibility - 04Investigate
Open the answer and decide which product gap deserves attention.
Shopping opportunity
Inside the evidence
See the recommendation at product level.
Move from a brand-wide reading to the exact product, buying question and answer that created the gap.
OUTERCITE ASSISTANTSUPPORTING EVIDENCE OPEN
✓
Competitor products
Identify the alternatives AI recommends in the same answer.
Buying context
Review the price, feature or use-case question behind the recommendation.
What your team gets
Find demand your catalogue is missing.
Work at product level
See beyond overall brand visibility to the items customers are comparing.
Find high-intent gaps
Focus on questions where a buyer is close to choosing a product.
Keep evidence attached
Open the answer behind each appearance before deciding what to change.
Questions answered
Understand the capability before you act.
Is shopping visibility generally available?
Shopping visibility is currently labelled Beta. Access depends on account approval, plan entitlement and the required integration setup.
Which store platforms are supported?
The current app includes Shopify and WooCommerce integration paths. Availability should be confirmed for your account before planning an implementation.
Does Outercite track product prices automatically?
Price comparison is still developing. The current capability should be used for product visibility and shopping-answer evidence, with price features confirmed separately.
See your starting point
Which recommendations is your brand missing?
Start with a free visibility check, then use Outercite to investigate, act and review what changes.