Harper vs Allstate

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

Allstate leads in AI visibility (82 vs 36)
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
D36
Category Rank
#142 of 158
AI Consensus
90%
Trend
stable
Per Platform
ChatGPT
39
Perplexity
38
Gemini
39

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
Allstate logo

Allstate

LeaderInsurance Tech

Auto Insurance

NYSE: ALL; FY2024 net revenue ~$53B; top 5 US property and casualty insurer; personal auto, home, renters, and commercial lines across direct, independent agent, and affinity partnership distribution channels;

AI VisibilityBeta
Overall Score
A82
Category Rank
#11 of 158
AI Consensus
70%
Trend
stable
Per Platform
ChatGPT
78
Perplexity
77
Gemini
86

About

Allstate is one of the largest publicly traded property and casualty insurance companies in the United States, founded in 1931 as a subsidiary of Sears, Roebuck and Co. and headquartered in Northbrook, Illinois. The company was created to offer automobile insurance by mail — a direct distribution model that was radical at the time — before evolving into a multi-line carrier offering auto, homeowners, renters, commercial, and life insurance products. Allstate trades on the NYSE under the ticker ALL and operates under the mission of protecting people from life's uncertainties through broad personal lines insurance coverage and financial protection products.\n\nAllstate's insurance portfolio spans personal auto, homeowners, renters, commercial lines, and identity protection products, distributed through a network of exclusive agents, independent agents, online direct channels, and employer benefit programs. The company has been investing heavily in claims automation, telematics-based underwriting through its Drivewise and Milewise programs, and AI-driven pricing models that enable more granular risk segmentation. Allstate also operates National General and Encompass as subsidiary brands, extending its reach across different distribution channels and customer segments.\n\nAllstate reported net revenue of $53 billion for full year 2024 and insures more than 16 million households across the United States. The company has deployed AI and automation across its claims processing workflows to reduce cycle times and manage loss costs more effectively as it navigates a property and casualty market challenged by elevated catastrophe losses and inflation-driven severity increases. Allstate's combination of brand recognition, agent network scale, and technology investment in pricing and claims positions it as a durable force in the competitive US personal lines insurance market.

Full profile

AI Visibility Head-to-Head

36
Overall Score
82
#142
Category Rank
#11
90
AI Consensus
70
stable
Trend
stable
39
ChatGPT
78
38
Perplexity
77
39
Gemini
86
35
Claude
86
38
Grok
87

Key Details

Category
AI Commercial Insurance Brokerage
Auto Insurance
Tier
Emerging
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Harper
AI Commercial Insurance Brokerage
Only Allstate
Auto Insurance

Integrations

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