Cardboard vs Decimal

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

Cardboard leads in AI visibility (44 vs 18)
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; reduces manual video editing to autonomous AI-directed sequencing and pacing.

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
Decimal logo

Decimal

EmergingFintech

Tech-Enabled Bookkeeping

Tech-enabled bookkeeping pairing dedicated accountants with proprietary automation; flat monthly subscription; founded 2020 in Fishers, Indiana; faster close with full client transparency.

AI VisibilityBeta
Overall Score
D18
Category Rank
#1 of 1
AI Consensus
84%
Trend
up
Per Platform
ChatGPT
21
Perplexity
17
Gemini
23

About

Decimal is a Fishers, Indiana-based technology-enabled bookkeeping company that provides small businesses with a dedicated accounting team and a modern software platform for a flat monthly subscription. Founded in 2020, Decimal was built to address the most common frustration of small business owners who have outgrown DIY bookkeeping but find traditional bookkeeping firms slow, expensive, and opaque. Decimal pairs each client with a dedicated bookkeeper and accounting team who are supported by proprietary software that automates routine transaction processing, exception identification, and reporting, allowing the human team to focus on accuracy review, month-end close, and client communication rather than manual data entry.\n\nDecimal's product experience centers on transparency and responsiveness. Clients access their books through a web portal with real-time financial dashboards showing cash position, profit and loss, and accounts receivable and payable balances. The platform includes a communication thread for each question or task, giving small business owners visibility into the status of their bookkeeping without email chains or phone tag. Decimal's pricing model is a flat monthly subscription based on business complexity rather than hours worked, making costs predictable and removing the billing anxiety that characterizes traditional bookkeeping relationships.\n\nDecimal targets small businesses with $500,000 to $10 million in annual revenue that need accurate, timely books and periodic financial guidance but are not yet ready for a full-time accounting hire or a CFO-level engagement. The company operates as a fully remote team and serves clients across the United States in industries including professional services, e-commerce, retail, and service businesses. Decimal competes with Bench, Pilot, and Botkeeper in the technology-enabled bookkeeping market, differentiating on its dedicated team model, the quality of its software-plus-human integration, and its Midwestern operational roots that keep its cost structure competitive.

Full profile

AI Visibility Head-to-Head

44
Overall Score
18
#1
Category Rank
#1
74
AI Consensus
84
up
Trend
up
52
ChatGPT
21
54
Perplexity
17
43
Gemini
23
48
Claude
18
47
Grok
22

Key Details

Category
AI video editing
Tech-Enabled Bookkeeping
Tier
Emerging
Emerging
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Cardboard
AI video editing
Only Decimal
Tech-Enabled Bookkeeping

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