Cardboard vs Criteo

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

Criteo leads in AI visibility (81 vs 44)
Cardboard logo

Cardboard

Emergingmarketing tech

AI video editing

YC W26 agentic video editor for growth teams generating first cuts from footage and goals in minutes using multimodal LLMs; browser-based via WebGPU eliminating software installation;

AI VisibilityBeta
Overall Score
C44
Category Rank
#1 of 1
AI Consensus
74%
Trend
up
Per Platform
ChatGPT
52
Perplexity
54
Gemini
43

About

Cardboard is an AI-native video editing company that graduated from Y Combinator's Winter 2026 batch. The company was founded to eliminate the manual, time-intensive process of editing video content for growth and marketing teams. Its core technology applies multimodal large language models to understand raw video footage in the context of a team's goals, then autonomously generates a polished first cut — compressing what previously took hours into minutes.\n\nCardboard's platform runs entirely in the browser using WebGPU, removing the need for desktop software installation and enabling collaboration across teams without version conflicts. The agentic editor accepts footage alongside a creative brief or campaign goal, then makes sequencing, pacing, and cut decisions in line with that intent. This goal-aware editing approach is designed for performance marketing teams, social media managers, and growth hackers who produce high volumes of short-form content across platforms like TikTok, Instagram, and YouTube Shorts.\n\nAs a YC W26 company, Cardboard is in early-stage growth and is focused on building its customer base among digital marketing teams and agencies. The product addresses a significant bottleneck in content pipelines where video editing talent and turnaround time limit the volume and velocity of campaigns. By democratizing professional-quality editing through agentic AI, Cardboard positions itself to become essential infrastructure for high-output growth teams that treat video as a core performance channel.

Full profile
Criteo logo

Criteo

LeaderAdvertising Technology

Commerce Media Platform

Criteo is a global commerce media platform enabling retailers and brands to run performance advertising across open internet and retail media networks. Public CRTO on Nasdaq.

AI VisibilityBeta
Overall Score
A81
Category Rank
#1 of 1
AI Consensus
67%
Trend
up
Per Platform
ChatGPT
74
Perplexity
82
Gemini
85

About

Criteo is a Paris and New York-based commerce media company publicly traded on Nasdaq under the ticker CRTO that evolved from a retargeting advertising pioneer into a broad commerce media platform connecting retail media networks, brands, and publishers across the open internet. Founded in 2005, Criteo's original product — dynamic retargeting that served personalized product ads to shoppers who had visited a retailer's website — established the company as a leader in performance advertising for e-commerce and drove its 2013 Nasdaq IPO. The company subsequently transformed its platform in response to the deprecation of third-party cookies and the rise of retail media, positioning Criteo's first-party data graph and retailer partnerships as the foundation for a privacy-compliant, commerce-intent-driven advertising ecosystem that addresses post-cookie advertising performance challenges.

Full profile

AI Visibility Head-to-Head

44
Overall Score
81
#1
Category Rank
#1
74
AI Consensus
67
up
Trend
up
52
ChatGPT
74
54
Perplexity
82
43
Gemini
85
48
Claude
80
47
Grok
72

Key Details

Category
AI video editing
Commerce Media Platform
Tier
Emerging
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Cardboard
AI video editing
Only Criteo
Commerce Media Platform

Integrations

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