Stories, Insights
and Product Updates
Guides, comparisons, and best practices on AI visibility, product ranking, and e-commerce discovery in ChatGPT and other answer engines.

How to Structure Product Data So AI Search Can Actually Recommend You
AI shopping assistants recommend from structured feeds and signals, not marketing copy. Three product-data fixes plus off-site authority, for catalogs of any size.

Why Ranketta Runs on Browser Sessions Instead of Vendor APIs
Most AI visibility tools call developer APIs. Ranketta uses browser sessions on the same surface customers use. Here's why, what that unlocks, and what we give up.

The Best AI Visibility Platforms for E-commerce in 2026: A Comprehensive Guide
Compare the top AI visibility platforms for e-commerce in 2026. Ranked by product-level tracking, feed enrichment, MCP support and AI engine coverage.

9 Best Profound Alternatives for AI Visibility Tracking (2026)
Compare 9 best Profound alternatives for AI visibility tracking in 2026. Ranked by AI engine coverage, data accuracy, actionability, and pricing.

How Ranketta Measures AI Visibility
The method behind every number in Ranketta: what we sample, how we sample it, what each metric counts, and where the approach has limits.