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Notes on how AI picks its answers.

What ChatGPT, Claude and Gemini recommend, why, and what changes their mind. Plus the catalog work behind it.

Latest Blog posts

How to join the OpenAI merchant program in 2026, and get picked
October 28, 2026
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How to join the OpenAI merchant program in 2026, and get picked

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AI assistants cite buying guides, not product pages. 54 of 54
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AI assistants cite buying guides, not product pages. 54 of 54

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One store gets 6 in 10 AI answers in sports retail
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One store gets 6 in 10 AI answers in sports retail

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Your GTINs are the cheapest attribute you're not checking
October 7, 2026
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Your GTINs are the cheapest attribute you're not checking

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Google's new Q&A field will show which attributes you're missing
October 2, 2026
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Google's new Q&A field will show which attributes you're missing

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From 30 Minutes to 30 Seconds Per Wine
July 6, 2026
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From 30 Minutes to 30 Seconds Per Wine

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One Person, One Week: Farma2Go’s New Vertical Launch with Semantico AI
February 18, 2026
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One Person, One Week: Farma2Go’s New Vertical Launch with Semantico AI

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Google's Universal Commerce Protocol is Here: Your Product Data is Now Your Storefront
January 14, 2026
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Google's Universal Commerce Protocol is Here: Your Product Data is Now Your Storefront

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How to Get Your E-Commerce Brand Mentioned by AI in 2025
November 19, 2025
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How to Get Your E-Commerce Brand Mentioned by AI in 2025

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AI Shopping Is Here – Is Your Product Catalog Ready?
October 2, 2025
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AI Shopping Is Here – Is Your Product Catalog Ready?

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New Product Data Upload Flow: Bring Your Own Catalog, Boost Your Content
October 1, 2025
Product Update

New Product Data Upload Flow: Bring Your Own Catalog, Boost Your Content

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Manual Product Classification & Attribute Normalization: The Hidden Pain for Multi‑Brand Retailers (and How AI Can Help)
September 30, 2025
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Manual Product Classification & Attribute Normalization: The Hidden Pain for Multi‑Brand Retailers (and How AI Can Help)

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Manual vs. AI-Generated Product Listings: A Cost-Benefit Analysis
September 26, 2025
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Manual vs. AI-Generated Product Listings: A Cost-Benefit Analysis

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How AI Generates Product Listings in Seconds
September 26, 2025
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How AI Generates Product Listings in Seconds

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From Spreadsheets to Speed: Logiscenter’s 10x Catalog Boost with Semantico’s AI
September 24, 2025
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From Spreadsheets to Speed: Logiscenter’s 10x Catalog Boost with Semantico’s AI

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Introducing Semantico’s AI Product Catalog Builder: From SKU to Product Listings in Minutes
September 24, 2025
Product Update

Introducing Semantico’s AI Product Catalog Builder: From SKU to Product Listings in Minutes

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Data Foundations for the AI Era: Turning Your Product Catalog into a Growth Engine
September 22, 2025
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Data Foundations for the AI Era: Turning Your Product Catalog into a Growth Engine

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The Ecommerce Catalog Crisis: How AI is Solving the Product Listing Bottleneck
September 15, 2025
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The Ecommerce Catalog Crisis: How AI is Solving the Product Listing Bottleneck

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5 Catalog Mistakes Costing You Traffic and Conversions
July 31, 2025
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5 Catalog Mistakes Costing You Traffic and Conversions

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AI That Builds Your Product Catalog So You Don't Have To
May 1, 2025
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AI That Builds Your Product Catalog So You Don't Have To

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In their words.

“Semantico automates and enhances product data management, improves search relevance, and ensures consistency across multiple listings.

We save time, reduce errors, and improve customer experience—all of which contribute to better conversions and sales.”

Read how Logiscenter got there
Tibaire Morao, eCommerce Catalog Manager at Logiscenter