Score every page
Measure product pages across multiple GEO dimensions and surface an overall Agentic Visibility Score.
Our mission
Make every product page measurably ready for AI - so the next generation of shopping happens through your catalog, not around it.
We evaluate product pages the way leading LLMs do, identify the gaps that hurt discoverability, and give teams the recommendations and reporting they need to act on them - from a single URL to an enterprise-wide catalog.
What we do
Visibility, broken down into something you can ship
Engine-specific insights
See per-engine scores, grades and recommendations for ChatGPT, Gemini and Copilot — with more AI shopping agents on the way.
Continuous monitoring
Track how page edits, schema updates and reviews move your visibility over time — and prove the lift.
Why GEO matters
The shift from search to AI-driven discovery
Shoppers are increasingly asking AI assistants what to buy instead of clicking blue links. That changes the unit of visibility: it's no longer a ranking, it's whether your product is understood well enough to be recommended.
Generative Engine Optimization (GEO) is how brands prepare for that world. We turn it into ten concrete dimensions you can measure and improve, page by page.
The ten scoring dimensions
- Structured Data
- Product Metadata
- Content Clarity
- FAQ Coverage
- Image Quality
- Review Signals
- Brand Authority
- Semantic Relevance
- Technical Accessibility
- AI Readability
Who it's for
Built for the teams shaping commerce
- Ecommerce Merchants
- Marketplace Sellers
- SEO Teams
- Digital Agencies
- Enterprise Brands
- Product Managers
- Developers
Built by Mobikasa
Engineered by an ecommerce team, for ecommerce teams
Agentic Visibility Score is built and supported by Mobikasa — a digital engineering studio that has shipped commerce experiences for global brands across Shopify, BigCommerce, Magento and custom stacks. We pair that operating experience with deep research into how LLMs read, rank and recommend products.
Ready to see your AI Visibility Score?
Run a free analysis on any product URL, or talk to us about rolling it out across your full catalog.