Anglera at eTail Boston
Innovation Theater: Your products are invisible to AI
Ray Iyer and Amay Aggarwal showed what an LLM actually sees when it reads a typical product page, and why gaps in attributes keep a brand out of AI answers. On the expo floor, the team ran live before-and-after diagnoses on attendees' own product pages.
Takeaways
- 1
AI shopping assistants read structure, not marketing copy. A page with a great description and missing attributes loses to a plainer page with complete specs.
- 2
Your own site search has the same problem. The zero-result queries in your search logs are a free list of the attributes your catalog is missing.
- 3
Test before you buy. Grade a real product page with the free AI readability tool before you commit to any vendor, including us.
Frequently asked questions
When was eTail Boston 2026?
August 10–12, 2026, at the Sheraton Boston Hotel.
Who runs eTail Boston?
WBR Insights, which also runs eTail Palm Springs and other eTail events.
This is an independent guide written by Anglera. We are not the organizer; for tickets, schedule changes and official policies, go to the official event site.
Sources