Close Cookie Popup
Cookie settings
By clicking "Accept all cookies", you agree to storing cookies on your device to enhance site navigation, analyze site usage and assist in our marketing efforts as outlined in our privacy policy.
Accept all cookiesCookie settings
Close Cookie Preference Manager
Cookie settings
By clicking 'Accept all cookies', you agree to storing cookies on your device to enhance site navigation, analyze site usage and assist in our marketing efforts as outlined in our privacy policy.
Strictly necessary (always active)
Cookies required to enable basic website functionality.
Accept all cookiesSave settings
Templates

AI Visibility Analysis

See how AI assistants rank your products, and where competitors win.

Use this template

What this does

  • Measures how often AI search and shopping tools surface your products
  • Shows where competitors win attention for the queries that matter
  • Traces visibility gaps back to the content causing them
  • Prioritizes the fixes with the biggest visibility upside
  • Every score links to the queries and results behind it, so findings are verifiable

How to use this template

  1. Connect your product catalog
  2. Select the categories and markets to measure
  3. Run the visibility analysis
  4. Review gaps and prioritized recommendations

Best for: brands and retailers competing for AI recommendations, primarily B2C.

Data Source

Connect Catalog

Connect your product catalog and select the categories and markets to measure.

Query

Run Buyer Queries

Test how AI search and shopping tools answer real buyer questions.

Measure

Score Visibility

Measure how often your products surface and where competitors win.

Diagnose

Trace Gaps

Trace visibility gaps back to the content causing them.

Prioritize

Rank Fixes

Prioritize the fixes with the biggest visibility upside.

Output

Export Findings

Deliver scored results linked to the queries and evidence behind them.

More templates to explore.

Taxonomy Optimization

Build a category and attribute structure that scales.

Catalog Structure & Taxonomy

Competitor Content Benchmark

See where competitor product pages outperform yours, attribute by attribute.

Competitive & Market Intelligence

Data Quality

Find and fix gaps, conflicts, and errors across your catalog.

Product Data Quality & Governance

Assortment Watch

Track competitor launches, delistings, and range gaps as they happen.

Competitive & Market Intelligence

Ready to try a template?

Start building with Trustana at scale.
Book a demo today
Explore features