Percent vs Alpaca

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

Percent leads in AI visibility (77 vs 72)
Percent logo

Percent

LeaderFinance

General

NYC YC W20 private credit investment marketplace with $1B+ in deals funded at up to 20% returns; democratizing institutional private debt access for accredited investors as global private debt fundraising hit $196B in 2024.

AI VisibilityBeta
Overall Score
B77
Category Rank
#75 of 682
AI Consensus
79%
Trend
stable
Per Platform
ChatGPT
78
Perplexity
82
Gemini
73

About

Percent is a New York City-based private credit investment marketplace — backed by Y Combinator (W20) — providing accredited investors and institutions with access to private credit investment opportunities (asset-backed lending, corporate credit, structured products) that have historically been accessible only to large institutional investors, having facilitated over $1 billion in total deal funding with potential annualized returns of up to 20%. Founded in 2018, Percent operates in the rapidly growing alternative investments market where private debt fundraising reached $196.1 billion globally in 2024, democratizing access to an asset class that represents 50% of asset management industry revenue despite comprising less than 20% of assets under management.

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

77
Overall Score
72
#75
Category Rank
#169
79
AI Consensus
76
stable
Trend
stable
78
ChatGPT
67
82
Perplexity
77
73
Gemini
69
80
Claude
71
80
Grok
74

Key Details

Category
General
Brokerage Infrastructure API Platform
Tier
Leader
Leader
Entity Type
company
brand

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