Found vs Alpaca

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

Alpaca leads in AI visibility (72 vs 36)
Found logo

Found

EmergingFinancial Technology

Self-Employed Banking

Found is a banking and tax platform built for self-employed workers, combining a business account with automated tax tracking, estimated payments, and bookkeeping.

AI VisibilityBeta
Overall Score
D36
Category Rank
#598 of 682
AI Consensus
91%
Trend
stable
Per Platform
ChatGPT
36
Perplexity
36
Gemini
38

About

Found is a fintech company founded in 2019 that provides an all-in-one banking and tax solution specifically designed for the self-employed, including freelancers, contractors, gig workers, and solo business owners. The platform combines a business checking account and debit card with automated bookkeeping, real-time tax liability tracking, and automatic quarterly estimated tax payments, addressing the administrative burden that disproportionately affects independent workers who manage their own finances without a finance department. Found raised $60M in Series B funding and serves hundreds of thousands of self-employed customers across industries including creative services, consulting, construction, and gig platforms. The company differentiates from general business banking by deeply integrating tax management, helping users understand their tax exposure in real time and set aside appropriate funds automatically. As the independent workforce continues to grow as a share of the economy, Found addresses an underserved segment that traditional banks have historically ignored in favor of W-2 employed consumers.

Full profile
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

36
Overall Score
72
#598
Category Rank
#169
91
AI Consensus
76
stable
Trend
stable
36
ChatGPT
67
36
Perplexity
77
38
Gemini
69
36
Claude
71
39
Grok
74

Key Details

Category
Self-Employed Banking
Brokerage Infrastructure API Platform
Tier
Emerging
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Found
Self-Employed Banking

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