Harper vs Stripe

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

Stripe leads in AI visibility (88 vs 26)
Harper logo

Harper

EmergingInsurTech

AI Commercial Insurance Brokerage

Raised $47M combined seed + Series A (Feb 2026) led by Emergence Capital. YC W25. 5,000+ customers. Largest publicly disclosed Series A by a Black founder. Mostly autonomous licensed commercial insurance agency.

AI VisibilityBeta
Overall Score
D26
Category Rank
#1 of 1
AI Consensus
70%
Trend
up
Per Platform
ChatGPT
28
Perplexity
21
Gemini
18

About

Harper is an AI-native commercial insurance brokerage that is nearly fully autonomous — matching SMBs to coverage across 160+ carriers, routing quotes, processing documents, and following up with underwriters without requiring human broker involvement for most transactions. The company raised $47 million across seed and Series A financing in February 2026 led by Emergence Capital, following its Y Combinator W25 graduation. Harper serves 5,000+ customers and represents the largest publicly disclosed Series A by a Black founder.

Full profile
Stripe logo

Stripe

LeaderE-commerce

Payment Processing

Global payments infrastructure founded by Patrick and John Collison (YC W10); $1.4T payments volume in 2024; $18B+ revenue; $106.7B valuation as of Sept 2025; powers everything from startups to Fortune 500 companies with developer-first API design.

AI VisibilityBeta
Overall Score
A88
Category Rank
#1 of 3
AI Consensus
41%
Trend
stable
Per Platform
ChatGPT
79
Perplexity
98
Gemini
81

About

Stripe is a global payments infrastructure company founded in 2010 by Irish brothers Patrick and John Collison, headquartered in San Francisco, California and Dublin, Ireland. Stripe was born from the insight that accepting payments online was unnecessarily complex for developers, and that a well-designed API could unlock an entire generation of internet businesses. The company went through Y Combinator's Winter 2010 batch and grew to become the defining payments infrastructure layer of the modern internet economy, processing payments for businesses in virtually every industry worldwide.\n\nStripe's platform provides payment processing, fraud prevention via Stripe Radar, subscription billing, revenue recognition, banking-as-a-service through Stripe Treasury, corporate card issuance, identity verification, and tax compliance tools. It serves a spectrum from early-stage startups to publicly traded enterprises including Amazon, Google, Salesforce, and Shopify. Stripe's developer-first philosophy — comprehensive documentation, SDKs in every major language, and a sandbox testing environment — created an ecosystem of millions of businesses built entirely on its infrastructure.\n\nStripe processed $1.4 trillion in total payment volume in 2024 and generates over $18 billion in annual revenue, with a valuation of $106.7 billion as of September 2025. The company has remained private longer than most comparably sized technology companies, giving it flexibility to invest in long-term product expansion. An April 2024 partnership with Apple Pay extended Stripe's reach further into mobile and in-store commerce. Stripe competes with Adyen, Braintree (PayPal), and Square, but its developer ecosystem depth and global infrastructure make it the default payments platform for a generation of technology companies.

Full profile

AI Visibility Head-to-Head

26
Overall Score
88
#1
Category Rank
#1
70
AI Consensus
41
up
Trend
stable
28
ChatGPT
79
21
Perplexity
98
18
Gemini
81
23
Claude
80
30
Grok
98

Capabilities & Ecosystem

Capabilities

Only Harper
AI Commercial Insurance Brokerage
Only Stripe
Payment Processing
Stripe is classified as company.

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