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AI Visibility Report
01/14/2026
Live Analysis:
ChatGPT_

AI Visibility Report for
publisherallianceadinventorypooling

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Brand Performance Across AI Platforms
All 14 brands referenced across AI platforms for this prompt
PubMatic
1
2
Sentiment:
Score:95
Pangaea Alliance
2
0
Sentiment:
Score:86
The Ozone Project
2
0
Sentiment:
Score:86
4Ad Alliance
1
0
Sentiment:
Score:73
5aerospike
0
2
Sentiment:
Score:73
Referenced Domains Analysis
All 14 domains referenced across AI platforms for this prompt
ChatGPT
Perplexity
Google AIO
#1arxiv.org faviconarxiv.org
ChatGPT:
1
Perplexity:
0
Google AIO:
2
3
#2pubmatic.com faviconpubmatic.com
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
#3aerospike.com faviconaerospike.com
ChatGPT:
0
Perplexity:
1
Google AIO:
1
2
#4cool.co faviconcool.co
ChatGPT:
1
Perplexity:
0
Google AIO:
0
1
#5adjust.com faviconadjust.com
ChatGPT:
0
Perplexity:
0
Google AIO:
1
1

AI Search Engine Responses

Compare how different AI search engines respond to this query

ChatGPT

3395 Characters

BRAND (14)

Financial Times
Reuters
Digital Content Next
The Guardian
The Economist
Pangaea Alliance
CNN International
Ad Alliance
Amazon Advertising
PubMatic
aerospike
TrustX
The Ozone Project
Ad Inventory Transparency Initiative

SUMMARY

ChatGPT provides a structured educational overview of publisher alliance ad inventory pooling, focusing on the concept of multiple publishers collaborating to combine advertising inventories for better bargaining power. The response uses the Pangaea Alliance as a concrete example, highlighting major publishers like CNN International, the Guardian, the Economist, Financial Times, and Reuters working together to offer advertisers broader audience access.

Perplexity

2433 Characters

BRAND (14)

Financial Times
Reuters
Digital Content Next
The Guardian
The Economist
Pangaea Alliance
CNN International
Ad Alliance
Amazon Advertising
PubMatic
aerospike
TrustX
The Ozone Project
Ad Inventory Transparency Initiative

SUMMARY

Perplexity delivers a comprehensive analysis with clear benefits breakdown, emphasizing how publisher alliances combine digital ad inventory to compete against tech giants like Google and Facebook. The response provides detailed insights into scale advantages, efficiency gains, and leverage improvements, with specific metrics like targeting 60% of online population reach and unified analytics capabilities.

Google AIO

1843 Characters

BRAND (14)

Financial Times
Reuters
Digital Content Next
The Guardian
The Economist
Pangaea Alliance
CNN International
Ad Alliance
Amazon Advertising
PubMatic
aerospike
TrustX
The Ozone Project
Ad Inventory Transparency Initiative

SUMMARY

Google AIO takes an analytical approach, explaining both the mechanics and potential risks of ad inventory pooling. The response covers alliance formation, centralized management, and value creation while also addressing the darker side of "dark pooling" where bad actors mix high-quality inventory with low-quality sites, emphasizing the need for brand safety tools.

Strategic Insights & Recommendations

Dominant Brand

The Pangaea Alliance emerges as the most prominently featured example, representing a coalition of premium publishers including Financial Times, Reuters, The Guardian, The Economist, and CNN International.

Platform Gap

ChatGPT focuses on specific alliance examples, Perplexity emphasizes competitive positioning against tech giants, while Google AIO uniquely addresses both benefits and fraud risks in inventory pooling.

Link Opportunity

All platforms provide extensive external linking opportunities with ChatGPT offering 4 links, Google AIO providing 6 links, and Perplexity leading with 8 links to industry sources.

Key Takeaways for This Prompt

Publisher alliances pool ad inventory to increase scale and compete more effectively against dominant platforms like Google and Facebook.

The Pangaea Alliance serves as a prominent example of premium publishers collaborating to offer unified audience access to advertisers.

Benefits include improved bargaining power, operational efficiency, unified analytics, and the ability to reach broader audiences through single-bid access.

Risk management is crucial as inventory pooling can be exploited by bad actors who mix high-quality and low-quality inventory, requiring robust brand safety measures.

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