Enterprise AI Audit Checklist: 10 Questions Every CMO Must Answer to Protect Brand Visibility in AI Search

Generative AI assistants such as ChatGPT, Gemini, Claude, and Perplexity are rapidly becoming the first stop in consumer decision-making. Instead of ten blue links, these systems return one or two brand names as direct answers. For enterprises, absence or misrepresentation in those answers translates into lost market share, erosion of brand trust, and increased governance exposure.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-12-12
DOI
https://doi.org/10.5281/zenodo.17104019
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
0.00
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article

Enterprise AI Audit Checklist: 10 Questions Every CMO Must Answer to Protect Brand Visibility in AI Search

Zenodo (CERN European Organization for Nuclear Research)
Geochemistry and Geologic Mapping
article

Enterprise AI Audit Checklist: 10 Questions Every CMO Must Answer to Protect Brand Visibility in AI Search

article en

Abstract

Generative AI assistants such as ChatGPT, Gemini, Claude, and Perplexity are rapidly becoming the first stop in consumer decision-making. Instead of ten blue links, these systems return one or two brand names as direct answers. For enterprises, absence or misrepresentation in those answers translates into lost market share, erosion of brand trust, and increased governance exposure.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Openalex Percentile: Top 44%
Geochemistry and Geologic Mapping
DOIOpen Access PDFOpenAlex
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Enterprise AI Audit Checklist: 10 Questions Every CMO Must Answer to Protect Brand Visibility in AI Search · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS