StackAdapt vs CAKE

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

CAKE leads in AI visibility (94 vs 48)
StackAdapt logo

StackAdapt

ChallengerAdTech

Programmatic Advertising AI (DSP)

Raised $235M led by Teachers' Pension Fund (2025). Fastest-growing independent DSP. AI-native alternative to The Trade Desk. Pension fund backing signals IPO trajectory.

AI VisibilityBeta
Overall Score
C48
Category Rank
#1 of 1
AI Consensus
65%
Trend
up
Per Platform
ChatGPT
44
Perplexity
56
Gemini
49

About

StackAdapt is the fastest-growing independent demand-side platform (DSP), positioning itself as the AI-native alternative to The Trade Desk for programmatic advertising across display, video, CTV, audio, and digital out-of-home. The company raised $235 million led by the Ontario Teachers' Pension Plan in 2025, with pension fund participation at that scale signaling an IPO trajectory for one of the most under-discussed large-scale AdTech companies.

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

48
Overall Score
94
#1
Category Rank
#1
65
AI Consensus
62
up
Trend
up
44
ChatGPT
99
56
Perplexity
87
49
Gemini
88
45
Claude
99
56
Grok
99

Key Details

Category
Programmatic Advertising AI (DSP)
SaaS Marketing Attribution & Partner Management
Tier
Challenger
Leader
Entity Type
brand
product

Capabilities & Ecosystem

Capabilities

Only StackAdapt
Programmatic Advertising AI (DSP)
Only CAKE
SaaS Marketing Attribution & Partner Management

Integrations

Only StackAdapt
CAKE is classified as product.

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