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Geneo
AI Visibility Report
12/15/2025
Live Analysis:
ChatGPT_

AI Visibility Report for
whatisheadlesscommercearchitecture

Are you in the answers when your customers ask AI?

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Brand Performance Across AI Platforms
All 13 brands referenced across AI platforms for this prompt
Adobe
6
2
Sentiment:
Score:95
Shopify
2
1
Sentiment:
Score:75
Salesforce
0
2
Sentiment:
Score:63
4Microsoft
0
1
Sentiment:
Score:56
5BigCommerce
0
1
Sentiment:
Score:56
Referenced Domains Analysis
All 14 domains referenced across AI platforms for this prompt
ChatGPT
Perplexity
Google AIO
#1salesforce.com faviconsalesforce.com
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
#2cloud.google.com faviconcloud.google.com
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
#3business.adobe.com faviconbusiness.adobe.com
ChatGPT:
1
Perplexity:
0
Google AIO:
1
2
#4alokai.com faviconalokai.com
ChatGPT:
0
Perplexity:
1
Google AIO:
0
1
#5plytix.com faviconplytix.com
ChatGPT:
0
Perplexity:
1
Google AIO:
0
1

AI Search Engine Responses

Compare how different AI search engines respond to this query

ChatGPT

2353 Characters

BRAND (13)

Shopify
Adobe
Salesforce
Microsoft
BigCommerce
Elastic Path
Alokai
commercetools
Plytix
BetterCommerce
Contentstack
Hydrogen
Oxygen

SUMMARY

ChatGPT provides a structured educational explanation of headless commerce, defining it as an architecture that separates front-end from back-end commerce functionality. The response emphasizes business benefits like flexibility and agility for personalized customer experiences across channels, and begins to outline key components including front-end customer-facing layers and back-end operations.

Perplexity

2960 Characters

BRAND (13)

Shopify
Adobe
Salesforce
Microsoft
BigCommerce
Elastic Path
Alokai
commercetools
Plytix
BetterCommerce
Contentstack
Hydrogen
Oxygen

SUMMARY

Perplexity delivers a technical definition focusing on the decoupled architecture where frontend and backend communicate via APIs for independent development and scaling. The response emphasizes the API-first approach and provides detailed context about how backends expose functionality through REST/GraphQL APIs to support multiple frontend experiences across various channels and devices.

Google AIO

1822 Characters

BRAND (13)

Shopify
Adobe
Salesforce
Microsoft
BigCommerce
Elastic Path
Alokai
commercetools
Plytix
BetterCommerce
Contentstack
Hydrogen
Oxygen

SUMMARY

Google AIO offers a comprehensive overview explaining headless commerce as an API-first architecture that separates customer experience from commerce engine. The response covers flexibility benefits, faster innovation capabilities, and outlines key components including back-end commerce engine, front-end interfaces, and the crucial API connections that enable the architecture.

Strategic Insights & Recommendations

Dominant Brand

Adobe dominates in ChatGPT responses while Shopify appears in Google AIO, but overall brand mentions are minimal across platforms.

Platform Gap

ChatGPT focuses on business benefits and Adobe integration, Perplexity emphasizes technical API details, while Google AIO provides balanced coverage of both business and technical aspects.

Link Opportunity

All platforms provide external links with Google AIO and Perplexity offering more diverse link sources compared to ChatGPT's single Adobe reference.

Key Takeaways for This Prompt

All platforms consistently define headless commerce as separating front-end from back-end through API connections.

Technical depth varies significantly with Perplexity providing the most detailed API-focused explanation.

Business benefits like flexibility and omnichannel capabilities are emphasized across all responses.

Brand mentions are surprisingly low for such a competitive e-commerce technology space.

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