Northbeam vs CAKE

Side-by-side comparison of AI visibility scores, market position, and capabilities

CAKE leads in AI visibility (94 vs 44)
Northbeam logo

Northbeam

ChallengerMarketing Technology

Marketing Attribution & Analytics

Marketing intelligence platform for ecommerce attribution. Founded 2019, El Segundo CA. Raised ~$32M total. Privacy-first cross-platform attribution using first-party data. Private.

AI VisibilityBeta
Overall Score
C44
Category Rank
#1 of 1
AI Consensus
74%
Trend
up
Per Platform
ChatGPT
43
Perplexity
46
Gemini
52

About

Northbeam is a marketing intelligence platform founded in 2019 and headquartered in El Segundo, California. Led by CEO Austin Harrison, the company helps DTC and ecommerce brands measure the true impact of advertising spend across platforms like Meta, Google, and TikTok. Its core product uses first-party data and machine learning for cross-platform attribution, media mix modeling, and incrementality testing.

Full profile
CAKE logo

CAKE

LeaderMarketing Technology

SaaS Marketing Attribution & Partner Management

CAKE is a SaaS marketing attribution and partner management platform for performance marketing networks, agencies, and brands. Headquartered in Westlake Village, California.

AI VisibilityBeta
Overall Score
A94
Category Rank
#1 of 1
AI Consensus
62%
Trend
up
Per Platform
ChatGPT
99
Perplexity
87
Gemini
88

About

CAKE is a performance marketing technology company headquartered in Westlake Village, California that provides a SaaS affiliate tracking, attribution, and partner management platform serving performance marketing networks, digital marketing agencies, and direct advertisers running performance-based acquisition programs. Originally launched as part of Accelerize Inc. and subsequently acquired by Constellation Software, CAKE has been a fixture in the performance marketing technology market since 2010 — establishing a reputation for reliability and feature depth among professional affiliate networks and performance agencies that manage high-volume, multi-advertiser performance programs requiring robust tracking infrastructure and granular reporting.

Full profile

AI Visibility Head-to-Head

44
Overall Score
94
#1
Category Rank
#1
74
AI Consensus
62
up
Trend
up
43
ChatGPT
99
46
Perplexity
87
52
Gemini
88
44
Claude
99
41
Grok
99

Key Details

Category
Marketing Attribution & Analytics
SaaS Marketing Attribution & Partner Management
Tier
Challenger
Leader
Entity Type
brand
product

Capabilities & Ecosystem

Capabilities

Only Northbeam
Marketing Attribution & Analytics
Only CAKE
SaaS Marketing Attribution & Partner Management

Integrations

Only Northbeam
CAKE is classified as product.

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