Digits vs Alpaca

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

Alpaca leads in AI visibility (72 vs 53)
Digits logo

Digits

ChallengerFinancial Services

AI Accounting & Bookkeeping

Digits is an AI-native accounting platform for US tech startups, offering the world's first Autonomous General Ledger; raised ~$100M from Benchmark, GV, and SoftBank; valued at $565M post Series C; Xero co-founder joined in 2025.

AI VisibilityBeta
Overall Score
C53
Category Rank
#328 of 682
AI Consensus
75%
Trend
stable
Per Platform
ChatGPT
59
Perplexity
52
Gemini
48

About

Digits is an AI-first automated accounting platform designed for U.S.-based technology startups. Founded by Jeff Seibert and Wayne Chang, Digits spent five years in stealth before launching publicly at the HumanX Conference in Las Vegas in March 2025 with what it calls the world''s first Autonomous General Ledger (AGL) — an AI system that performs continuous bookkeeping, financial analysis, and reconciliation without human data entry. Key features include AI Bookkeeping, AI Bill Pay, real-time financial dashboards, and payroll connectivity, all backed by bank-grade data security and SOC 2 Type 2 certification.

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Alpaca logo

Alpaca

LeaderFinancial Services

Brokerage Infrastructure API Platform

Alpaca is a self-clearing broker-dealer and global leader in brokerage infrastructure APIs for stocks, ETFs, options, and fixed income; raised $52M Series C in April 2025 totaling $170M;

AI VisibilityBeta
Overall Score
B72
Category Rank
#169 of 682
AI Consensus
76%
Trend
stable
Per Platform
ChatGPT
67
Perplexity
77
Gemini
69

About

Alpaca is a developer-first brokerage infrastructure company founded in 2015 and headquartered in San Mateo, California. It operates as a fully self-clearing broker-dealer with DTCC, Nasdaq, OCC, and FICC memberships — enabling it to provide end-to-end brokerage infrastructure for stocks, ETFs, options, fixed income, and cryptocurrency without requiring partners to manage their own clearing relationships. Alpaca's Broker API allows fintech companies, neobrokerages, robo-advisors, and wealth management platforms to embed multi-asset trading into their applications with a single integration.

Full profile

AI Visibility Head-to-Head

53
Overall Score
72
#328
Category Rank
#169
75
AI Consensus
76
stable
Trend
stable
59
ChatGPT
67
52
Perplexity
77
48
Gemini
69
50
Claude
71
53
Grok
74

Key Details

Category
AI Accounting & Bookkeeping
Brokerage Infrastructure API Platform
Tier
Challenger
Leader
Entity Type
brand
brand

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