Harper

Harper

AI-native commercial insurance brokerage for non-standard small business risks

62/100MonitorCustom pricingContact Sales

Harper is worth a call when your risk is non-standard — tech E&O without AI exclusions, garage liability, restaurant liquor liability, childcare abuse coverage — and you're tired of brokers who say no. The pairing of AI carrier matching with one dedicated specialist is the real draw: you talk, they shop every market, and you get options in plain language. It also carries real traction signals: 6,000+ customers, a 98.78% renewal rate, and $47M raised as of February 2026. But if you want an instant self-serve quote on a simple BOP, or you'd rather not talk to anyone, a DIY online broker is a better fit. Harper hasn't published its rates, so you can't compare price before the call.

Verified 11d ago · liveness 62/100 · cite: rightaichoice.com/tools/harper

Best for
  • Businesses with non-standard risks like tech E&O, garage liability, or liquor liability
  • Construction contractors needing certificates and builders risk on a same-week timeline
  • Auto dealers and repair shops requiring garage liability and dealer bonds
  • Childcare and adult care providers needing state-license compliance and abuse coverage
Not ideal for
  • Sole proprietors who want a DIY online quote without talking to anyone
  • Low-risk businesses shopping only on the cheapest possible simple BOP
  • Companies that prefer minimal interaction and pure self-service workflows
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IntermediateFirst value arrives on the first call: a specialist gathers your operation in one conversation, and Harper's matching runs from there. Harper reports same-week turnaround on quotes versus the industry's two-week average, and certificate support including same-day needs. Budget the call itself — roughly the length of a thorough intake conversation — plus the time to review options.WebNo public APIVerified 11d ago
Pricing
Custom pricing
Contact Sales1 hidden cost
Learning curve
Intermediate
First value arrives on the first call: a specialist gathers your operation in one conversation, and Harper's matching runs from there. Harper reports same-week turnaround on quotes versus the industry's two-week average, and certificate support including same-day needs. Budget the call itself — roughly the length of a thorough intake conversation — plus the time to review options.
Runs on
Web
No public API
Who it's for
Contractor whose certificate deadline is days awayDaycare or adult care operator facing a state license requirementAI startup that keeps getting declined for tech E&O
Live sentiment
Is Harper actually worth it?

We scan live Reddit threads, YouTube comments, X posts, G2 reviews and other communities — and hand you an honest verdict in under a minute.

  • Honest verdict, not marketing
  • Real pros & cons from real users
  • Attributed quotes with receipts
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Skip it if

Skip Harper if you want an instant self-serve quote on a simple low-risk policy and would rather not spend a call with a specialist before seeing numbers.

The 30-second take
Biggest gripe

The site doesn't publish rates, so the number that matters — your premium — only appears after the quote call, which makes comparison shopping harder to do on your own schedule.

Price reality

Harper's site doesn't publish rates; you get a quote after the call, so budget fit is something you judge against the options brought back rather than against a posted price. Traditional retail brokers with a big commercial book typically charge more for the same non-standard risk, while the cheapest DIY online brokers undercut everyone but rarely write tech E&O, garage liability, liquor liability, or childcare abuse coverage. Harper sits between those two — priced like a specialist brokerage,

In short

Harper — AI-native commercial insurance brokerage for non-standard small business risks. Best for Businesses with non-standard risks like tech E&O, garage liability, or liquor liability, Construction contractors needing certificates and builders risk on a same-week timeline, Auto dealers and repair shops requiring garage liability and dealer bonds. Contact Sales pricing.

What's new in Harper

Checked 3 days ago

Across the latest 1 update: 1 news mention.

What people actually say about Harper — is it worth it?

We scanned public community sources for Harper on Jul 3, 2026 and could not establish that the discussion we found is about this tool rather than something else sharing its name. Our own analysis of that scan says the posts were off-subject. Rather than publish a sentiment score built on the wrong subject, we publish nothing here and re-run the scan.

Viability Score

62/100
Monitor

How well maintained and how widely used is Harper? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this

Recent activity
90
Traction
100
Site health
95
User sentiment
40
What the vendor publishes
0

Last calculated: October 2026

How we score →

Key Features

  • AI-powered carrier matching built from 1M+ quotes and policies studied
  • Dedicated human specialist consultation instead of an online form
  • Quote intelligence across admitted, E&S, and specialty carriers
  • General liability with certificates for landlords and contracts
  • Professional liability including tech E&O written without AI exclusions
  • Garage liability for dealers, repair shops, detailers, and towing
  • Commercial auto for a single work truck or a full fleet
  • Commercial property covering buildings, equipment, and inventory
  • Cyber insurance for data breach and card payment cleanup
  • Umbrella coverage above your primary policy limits
  • Surety bonds for licenses and customer contract requirements
  • Industry programs across 10+ verticals including construction and childcare
  • Same-week quote turnaround vs. the industry two-week average
  • End-to-end placement handled by one person
  • Certificate issuance support, including same-day needs

About Harper

Contact SalesIntermediateNo APIWeb

Harper is an AI-native commercial insurance brokerage built for businesses that standard policies don't fit. You make one call, a specialist learns your operation, and Harper's technology works admitted, E&S, and specialty markets to bring back options explained in plain terms. It's aimed at owners in construction, restaurants, auto sales, garage and auto services, childcare, adult care, manufacturing, hospitality, security, and transportation — verticals where other brokers often say no or overcharge. The stated edge is data: Harper says it has studied 1M+ quotes and policies and 100k+ conversations with business owners, so it knows which carriers write work like yours and what a fair price looks like. Coverage lines include general liability, professional liability (tech E&O written without AI exclusions), garage liability, commercial auto, commercial property, cyber, umbrella, and surety bonds — all handled by one person end to end. Harper reports 6,000+ business customers, a 98.78% renewal rate, and $47M in combined Seed and Series A funding announced in February 2026. Against DIY online brokers, Harper trades self-service speed for human expertise: no forms, no chasing carriers, and a specialist on the phone at (415) 573-3877. The vendor does not publish rates, so quotes are handled by request.

Behind the Verdict

Harper sits in an odd but useful spot between a traditional retail broker and a DIY online quote engine. The homepage is explicit that the workflow is human-first: "You make one call, we make the rest." A specialist takes down your operation, then Harper's technology identifies which carriers can write it — including specialty markets the site says most agents can't reach — and you pick from options explained in plain words. That's the opposite of the forms-first experience you get from self-serve online brokers, and for a garage, a daycare, or a contractor with a tricky certificate deadline, that trade is often the right one. The claim that separates Harper from a generic brokerage is data scale: 1M+ quotes and policies studied plus 100k+ owner conversations, used to predict which insurers say yes and what a fair price looks like. Harper says that compresses a typical two-week wait into a same-week answer, and that certificates needed same-day can be handled. Reported traction — 6,000+ business customers and a 98.78% renewal rate — is the sort of number that's hard to fake in a brokerage, and the $47M combined Seed and Series A announced February 2026 gives them runway to keep building the matching platform. Coverage breadth is genuinely wide for a startup brokerage: general liability, professional liability including tech E&O written without AI exclusions, garage liability, commercial auto (one truck through full fleet), commercial property, cyber, umbrella, and surety bonds for licenses and customer contracts. Ten-plus named verticals include construction, restaurants, auto sales, garage and auto services, childcare, adult care, manufacturing, hospitality, security, and transportation. Everything is placed by one person end to end, which matters when a claim or a certificate question comes up months later. Where it doesn't fit: if you're a sole proprietor who just wants the cheapest instant quote on a simple BOP, the consultation step is friction, not value. If you insist on zero human interaction, this isn't the product. And the site doesn't publish rates, so budget comparison has to happen on the call rather than on a pricing page. Harper also doesn't name the specific AI models behind its carrier matching anywhere in the material we could review, so we can't speak to that layer. Judged on what the buyer actually experiences — a person who learns your business plus a system that knows where your risk gets written — Harper is a credible answer for the risks that get turned down everywhere else.

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Real-world workflow fit

Concrete scenarios for the personas Harper actually fits — and what changes day-one when you adopt it.

Contractor whose certificate deadline is days away

Call Harper's line, walk a specialist through jobsite work and contract requirements, then let Harper shop admitted and specialty markets that can write builders risk and issue certificates.

Outcome: Options come back explained in plain terms the same week, and a certificate can be issued on the timeline the project requires.

Daycare or adult care operator facing a state license requirement

Speak with one specialist about licensing rules, required abuse coverage, and facility details; Harper maps that to carriers that write childcare and adult care risks.

Outcome: One person handles placement end to end, so the coverage the state inspector asks for is documented without the operator chasing carriers.

AI startup that keeps getting declined for tech E&O

Explain what the company builds and ships; Harper matches it to specialty carriers whose professional liability forms are written without AI exclusions.

Outcome: You get professional liability that actually responds to AI-related claims, plus general liability and cyber from the same broker, instead of another decline.

Use Cases

Limitations

  • Getting covered at Harper runs through a human specialist rather than a self-service form, so there is a conversation before you see options.
  • The site does not publish rates — quote requests and the phone line at (415) 573-3877 are how you learn what you'd pay, which makes pre-call price comparison against other brokers difficult.
  • The material we reviewed does not name the specific AI models behind Harper's carrier-matching technology, so that layer can't be evaluated on model choice.
  • For a simple, low-risk policy where you only care about the lowest instant number, the consultation step is friction rather than value.

as of 2026-09-27

Verification history

We have re-verified Harper 7 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.

  1. — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
  2. — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
  3. — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
  4. — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
  5. — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
  6. — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it

Showing the 6 most recent of 7 verification passes.

Free to cite with attribution — this page re-verifies continuously.

Hidden costs & gotchas

What the public pricing page doesn't put in bold. Captured from pricing-page footnotes, contract terms, and recurring complaints.

  • The site doesn't publish rates, so the number that matters — your premium — only appears after the quote call, which makes comparison shopping harder to do on your own schedule.

Where the pricing makes sense

The company stage and team size where Harper's pricing actually pencils out — and where peers do it cheaper.

Harper's site doesn't publish rates; you get a quote after the call, so budget fit is something you judge against the options brought back rather than against a posted price. Traditional retail brokers with a big commercial book typically charge more for the same non-standard risk, while the cheapest DIY online brokers undercut everyone but rarely write tech E&O, garage liability, liquor liability, or childcare abuse coverage. Harper sits between those two — priced like a specialist brokerage,

Setup time & first value

How long it actually takes to get something useful out of Harper — broken out by persona, not the marketing-page minute.

First value arrives on the first call: a specialist gathers your operation in one conversation, and Harper's matching runs from there. Harper reports same-week turnaround on quotes versus the industry's two-week average, and certificate support including same-day needs. Budget the call itself — roughly the length of a thorough intake conversation — plus the time to review options.

Switching to or from Harper

How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.

Migrating in
  • →From a retail broker who declined your risk: call Harper with the operations details and required coverages, and let them shop E&S and specialty markets you were never shown.
  • →From a DIY online quoter: bring your current policy declarations and contract requirements to the call so Harper can match or improve limits.
  • →From an expiring carrier non-renewal: start the call well before the expiration date and let Harper work the specialty market while your current policy is still in force.
Migrating out
  • ↗To a self-serve online broker: useful only if your risk simplifies to a standard BOP and you're willing to fill out forms yourself.
  • ↗To a large national commercial broker: consider it if you need services beyond small-business lines, such as captive programs or complex loss control.

Resources & Guides

Tutorials & Learning

YouTube returned 6 videos for “Harper”, and we withheld 6: 6 could not be judged, because “Harper” is a single word that other videos use for other things. We are showing none, because we could not prove any of them are about Harper.

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Frequently Asked Questions

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