Near me product searches: how AI citation selection shifts merchant clicks

ChatGPT Search cites just 15% of retrieved pages, and each AI platform selects citations differently, shifting near me product clicks to fewer merchants. Independent technical note mirroring the canonical version: https://nolemon.io/blog/near-me-product-searches-how-ai-citation-selection-shifts-merchant-clicks.php Sources consulted: https://www.bluusun.com/

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-30
DOI
https://doi.org/10.5281/zenodo.23798765
Primary Topic
Information Retrieval and Search Behavior
Type
preprint
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preprint

Near me product searches: how AI citation selection shifts merchant clicks

Lucas Moreau
2 links
Zenodo (CERN European Organization for Nuclear Research)
Information Retrieval and Search Behavior
preprint

Near me product searches: how AI citation selection shifts merchant clicks

Lucas Moreau
preprint en

Abstract

ChatGPT Search cites just 15% of retrieved pages, and each AI platform selects citations differently, shifting near me product clicks to fewer merchants. Independent technical note mirroring the canonical version: https://nolemon.io/blog/near-me-product-searches-how-ai-citation-selection-shifts-merchant-clicks.php Sources consulted: https://www.bluusun.com/

Zenodo (CERN European Organization for Nuclear Research)
Information Retrieval and Search Behavior
DOIOpen Access PDFOpenAlex
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Near me product searches: how AI citation selection shifts merchant clicks — Lucas Moreau · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS