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Shoppers ask AI. Make your products the answer.

The assistant advises, trust decides. Where AI helps shoppers find and buy, how it forecasts, prices and fills the shelf, and which rules apply.

v1.0 · 40 pages · 27 Oct 2026 · Edition

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Shoppers ask AI. Make your products the answer. · EN · v1.0
Global edition · EN · v1.0

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Good_AI_Prism_Sector_Brief_Retail_Consumer_EN_v1.0_20261027.pdf · Edition 1.0

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Global edition · EN · v1.0

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Authorship, rights and AI assistance

Sten Franke & ETHORITY

© 2026 ETHORITY & STEN.AI LLC. Text and exhibits may be quoted with source attribution. Good AI Prism artwork: CC BY-NC-ND 4.0 (artwork only; data, software and third-party marks not covered); commercial use by licence on request: https://ethority.ai/products/research-licensing

Produced with AI assistance: research compilation, drafting, German and English language work, layout and rendering were carried out with AI systems (OSIRIS) under ETHORITY editorial direction (Sten Franke). Figures carry their cited sources.

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961 AI offerings. One map. Decide now what you will use in 2027. · EN · v2.6

Global edition · EN

961 AI offerings. One map. Decide now what you will use in 2027.

The Good AI Prism helps you find useful AI and compare the evidence behind your options. For organisations already using AI, the question is moving from whether to use AI to which AI, how safely and whether it pays. This Global edition brings together 961 AI offerings across 24 topic areas, 8 data types and 6 technology layers, with sources, dates and limits to guide your next decision.

Version 2.6 · 90 pages

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