What does "AI visibility" mean for my business?

When someone asks ChatGPT, Claude, or Gemini "what is the best..." or "where can I find...", AI gives specific recommendations. AI visibility is a measure of how often — and how positively — these AI platforms mention your business. It's the new version of being on the first page of Google, except now there are no pages — just one answer.

Which AI platforms do you monitor?

Pendium monitors ChatGPT, Claude, Gemini, Grok, Perplexity, DeepSeek, and Google AI Overviews — seven major AI platforms that consumers use to research local services. We run real queries that your customers actually ask and analyze the responses for mentions of your business, competitors, and industry topics.

How does Pendium improve my visibility?

Three ways. First, we identify the exact queries and topics where you're invisible. Second, we generate AI-optimized content — articles, guides, social posts — designed to help AI agents understand your business and recommend your services to the right people. Third, we continuously monitor to track improvement and find new opportunities. Most clients see measurable improvement within 60 days.

How long until I see results?

You'll get your first visibility report within minutes of signing up. Actual visibility improvement varies, but our clients typically see a 47% average improvement within 60 days. Some see results faster — it depends on your current online presence and how competitive your local market is.

Do I need to be technical to use this?

Not at all. Enter your website URL and Pendium handles everything: scanning AI platforms, analyzing your visibility, generating content, and tracking improvement. The dashboard is designed for business owners, not engineers. If you can check your email, you can use Pendium.

What makes this different from SEO?

Traditional SEO optimizes for Google's search rankings — blue links on a results page. AI visibility is different: AI doesn't show links, it gives direct answers. Even if you rank #1 on Google, ChatGPT might recommend a competitor. Pendium optimizes for the new paradigm — making sure AI platforms know about, trust, and recommend your business.

Pricing

Get a demo

Harper

Visibility0

Vibe63

Businesses/Insurance Technology (InsurTech)/Harper

AI Visibility & Sentiment

Harper

Harper is a commercial insurance technology company that combines human expertise with AI to deliver smarter, faster, and more affordable business insurance. They leverage data and deep market access to match businesses with the right coverage at competitive prices across diverse industries.

Active Monitoring

harperinsure.com

Insurance Technology (InsurTech)

AI Visibility Score

0/100

Invisible

Sentiment Score

63/100

AI Perception

Summary

Harper currently maintains a ghost-like presence in the AI ecosystem, failing to capture any mindshare across critical commercial insurance decision-making queries. While the brand is recognized when explicitly queried, it completely forfeits the opportunity to be cited as an expert solution when potential customers search for essential business risk management and digital quoting tools.

Value Proposition

Data-driven commercial insurance that's smarter, faster, and cheaper—combining AI-powered matching with human expertise to find the right coverage at the best price.

Overview

Mission

To build the future of commercial insurance by making it smarter, faster, and more affordable for businesses of all types.

Products & Services

General Liability InsuranceProfessional Liability InsuranceCommercial Auto InsuranceCyber InsuranceBonds and Surety

Agent Breakdown

AI Platforms

How often do different AI platforms reference Harper?

Loading explorer...

Conversation Analysis

Topics

What conversations is Harper included in — or excluded from?

Loading explorer...

Buyer Personas

Personas

Who does each AI platform recommend Harper to, and when?

Loading explorer...

Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPT

Claude

Gemini

AI Overviews

Small Business Risk Management & Insurance Basics(2 queries)

“what kind of insurance do I actually need for a small trucking business, what should I look for”

0/4 platforms mentioned

ChatGPT

1.Progressive Commercial

2.Marsh

3.Arthur J. Gallagher

4.Trucking Insurance Services

Claude

No brands listed

Gemini

1.Progressive Commercial

2.Nationwide Truckers Insurance Agency, Inc.

3.OOIDA

4.Sentry Insurance

AI Overviews

1.TruckSmarter

2.Select Risk Insurance Group

“explain the difference between general liability and professional liability, are there companies that make this easy to bundle”

0/4 platforms mentioned

ChatGPT

1.Next Insurance

2.Hiscox

3.Embroker

4.Aon

5.CoverWallet

Claude

1.Hiscox

2.The Hartford

3.GEICO Insurance Agency

4.Progressive Commercial

Gemini

1.The Hartford

2.Hiscox

3.Next Insurance

4.State Farm

5.Travelers

AI Overviews

1.NEXT Insurance

2.Hiscox

3.Thimble

4.Chubb

Digital Transformation Of Business Services(2 queries)

“how can I get business insurance quotes online without waiting days for a broker to call me back”

0/4 platforms mentioned

ChatGPT

1.Insureon

2.Next Insurance

3.Hiscox

4.Embroker

5.The Hartford

+3 more

Claude

1.Insureon

2.Hiscox

3.ERGO NEXT Insurance

4.biBerk

5.BizInsure

+4 more

Gemini

1.Insureon

2.HUB International

3.Hiscox

4.biBERK

5.Berkshire Hathaway

+6 more

AI Overviews

1.Simply Business

2.NEXT Insurance

3.Insureon

4.biBerk

5.Berkshire Hathaway

+2 more

“best ways to get commercial cyber insurance coverage quickly for a tech startup, what services are recommended”

0/4 platforms mentioned

ChatGPT

1.Embroker

2.Coalition

3.Cowbell

4.Hiscox

5.Marsh

+12 more

Claude

1.Insureon

2.Corgi Insurance

3.Vouch

4.Swiss Re Corporate Solutions

5.Chubb

+3 more

Gemini

1.Next Insurance

2.Cloverleaf Insurance

3.Coalition

4.Lemonade

5.CyberPolicy

+2 more

AI Overviews

1.CNBC

2.NEXT Insurance

3.Vouch

4.Coalition

5.At-Bay

+5 more

Selecting Reliable Commercial Insurance Providers(1 query)

“what are the best reviewed commercial insurance companies for small businesses in 2026, looking for ones that are actually good at service”

0/4 platforms mentioned

ChatGPT

1.Erie Insurance

2.Cincinnati Insurance

3.Philadelphia Insurance Companies

4.The Hartford

5.Nationwide

+8 more

Claude

1.ERGO NEXT

2.NEXT Insurance

3.State Farm

4.J.D. Power

5.AM Best

+5 more

Gemini

1.The Hartford

2.Allstate

3.Next Insurance

4.Chubb

5.Hiscox

+4 more

AI Overviews

1.The Hartford

2.State Farm

3.Travelers

4.CNA

5.Erie Insurance

+1 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Successful brand recognition and positive sentiment when explicitly searched by name across ChatGPT, Gemini, and AI Overviews.

Gap

Total absence in high-intent commercial insurance categories including small business risk management, digital quoting workflows, and professional liability education.

Gap

Failure to position as a thought leader for specific personas like trucking fleet owners and software startup founders, allowing competitors like Hiscox and Next Insurance to dominate the conversation.

Opportunity

Capitalize on the transition to digital-first commercial insurance by aligning content with specific 'how-to' queries for cyber coverage and fast quoting.

Opportunity

Establish authority in the small business segment by directly addressing the common confusion between general liability and professional liability insurance.

Technical Health

Site Health for AI Visibility

How well Harper's website is optimized for AI agent discovery and comprehension.

91/100

17 passed 4 warnings

Audited 3/5/2026

Crawlability86

Can AI bots find your pages?

Technical90

SSL, mobile, doctype basics

On-Page SEO98

Titles, descriptions, headings

Content Quality87

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG87

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Warnings

No robots.txt file found

Create a robots.txt file at your domain root. Optional but recommended.

6 render-blocking resources are slowing initial render

Defer non-critical JS with async/defer. Inline critical CSS. Move stylesheets to load asynchronously.

Meta description may be truncated (216 characters)

Shorten to under 160 characters.

Missing Open Graph tags for social sharing

Add og:title, og:description, and og:image meta tags.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Harper's communication style and personality

Harper communicates with confident expertise while remaining approachable and straightforward. Their voice balances data-driven credibility with human warmth, emphasizing outcomes over jargon. They position themselves as the smart choice for business owners who want insurance handled efficiently without the traditional industry friction. The tone is modern, direct, and reassuring—conveying that they understand both the technology and the human side of protecting a business.

Core Tone Traits

Confident & Data-Driven

Leads with metrics and outcomes to establish credibility and trust

Approachable & Straightforward

Avoids insurance jargon, speaks plainly to business owners

Modern & Efficient

Emphasizes speed and smart technology without being cold

Reassuring & Expert

Conveys deep industry knowledge that makes clients feel protected

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Harper

Hiscox34 mentions

Next Insurance30 mentions

The Hartford25 mentions

Chubb18 mentions

Insureon17 mentions

Travelers17 mentions

Progressive Commercial13 mentions

Embroker11 mentions

Nationwide11 mentions

Thimble10 mentions

Harper0 mentions

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

fmcsa.dot.gov

https://www.fmcsa.dot.gov/registration/insurance-filing-requirements-0

Referenced in 1 query

Review

truckinginsuranceservices.com

https://www.truckinginsuranceservices.com/coverage/commercial-truck-insurance/

Referenced in 1 query

Review

sba.gov

https://www.sba.gov/blog/rethinking-insurance-coverage

Referenced in 1 query

Review

compare.com

https://www.compare.com/commercial-auto-insurance/coverage/commercial-truck

Referenced in 1 query

Review

Trucking Insurance Requirements by State 2026 (Save Big) - Compliant Drivers Program 2026

https://compliantdriversprogram.com/trucking-insurance-requirements/

Referenced in 1 query

Review

How Much Is Insurance for a Semi‑Truck or Commercial Truck in 2026?

https://www.proinsgrp.com/blog/how-much-is-commercial-truck-insurance-2026

Referenced in 1 query

Review

Trucking & FMCSA Insurance Requirements (2026 Guide) | Freightwaves Checkpoint

https://www.freightwaves.com/checkpoint/commercial-truck-insurance-requirements/

Referenced in 1 query

Review

Commercial Truck Insurance Requirements (FMCSA + State Minimums) — 2026 Guide - Logrock

https://www.logrock.com/commercial-truck-insurance/commercial-truck-insurance-requirements/

Referenced in 1 query

Review

FMCSA spotlights trucking’s multi-million dollar insurance gap - FreightWaves

https://www.freightwaves.com/news/fmcsa-spotlights-truckings-multi-million-dollar-insurance-gap

Referenced in 1 query

Review

Trucking Company Insurance Cost (2026): Monthly, Annual & Per‑Mile Benchmarks - Logrock

https://www.logrock.com/uncategorized/trucking-company-insurance-cost/

Referenced in 1 query

Review

How to Get Truck Insurance for New Authority (2026 Guide)

https://driveradvantage.com/how-to-get-truck-insurance-for-new-authority-complete-2026-guide/

Referenced in 1 query

Review

Business Truck Insurance Quotes (2026): Costs, Requirements & How to Compare - Logrock

https://www.logrock.com/uncategorized/business-truck-insurance-quotes/

Referenced in 1 query

Review

Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use Harper's resources to help users.

Dominate Commercial Insurance Educational Content Space

Address the critical gap in mid-funnel content where Harper is losing relevance for commercial insurance intent queries. Create comprehensive, SEO-optimized educational content covering insurance types, procurement processes, and buying guides that AI assistants will reference when users research commercial coverage options. Amplify this content through social media to build topical authority and increase citation likelihood in AI responses.

The Complete Guide to Choosing Commercial Insurance for Your Growing Business

7 Questions Every Business Owner Should Ask Before Buying Commercial Coverage

Understanding Commercial Insurance: From General Liability to Cyber Protection

How Digital Insurance Procurement Is Changing the Way Businesses Get Covered

The Hidden Costs of Underinsuring Your Business—And How to Avoid Them

Establish Trucking Fleet Insurance Authority

Directly counter competitors who have anchored themselves to trucking fleet buyer personas by developing and distributing technical, persona-specific content. Create authoritative guides and resources that demonstrate Harper's deep expertise in fleet insurance, positioning the brand as the go-to expert that AI systems will recommend for trucking-related insurance queries.

Fleet Insurance 101: What Every Trucking Company Owner Needs to Know

5 Coverage Gaps That Put Trucking Fleets at Risk

How Trucking Companies Can Reduce Insurance Costs Without Sacrificing Protection

The Real Cost of DOT Compliance Failures and How Insurance Helps

Case Study: How a 50-Truck Fleet Saved 30% on Their Annual Coverage

Become the Go-To Resource for Startup Cyber Insurance

Capture the software startup persona by creating technical educational content specifically addressing their unique cyber insurance needs. Develop guides that speak directly to startup founders and CTOs, establishing Harper as the niche expert AI assistants will cite when users ask about cyber coverage for tech companies.

Cyber Insurance for Startups: What Series A Founders Need to Know

The Top 5 Cyber Risks Software Companies Underestimate

How Much Cyber Insurance Does Your Startup Actually Need?

Data Breach Response: Why Your Startup's Insurance Policy Matters

Tech Founder's Checklist: Essential Coverage Before Your Next Funding Round

Optimize Digital Presence for Instant Quote Queries

Capture high-intent searches for fast commercial insurance quotes by optimizing Harper's digital infrastructure and content for speed-related keywords. Create content highlighting Harper's quick-quote capabilities and digital-first approach to compete with Insurtech rivals in AI recommendation hierarchies for users seeking efficient insurance procurement.

Get Commercial Insurance in Minutes: How Digital Quoting Actually Works

Why Business Owners Are Ditching Traditional Brokers for Instant Quotes

Fast Cyber Insurance: Protecting Your Business Without the Paperwork

The 10-Minute Insurance Quote: What Modern Business Coverage Looks Like

Speed vs. Coverage: Why You Don't Have to Choose With Digital Insurance

Build Cross-Platform Authority for AI Discovery

Expand Harper's digital footprint across platforms and directories that AI systems reference when making insurance recommendations. Syndicate expert content to industry publications, optimize business listings, and maintain active social presence to increase the likelihood of appearing in AI-generated answers about commercial insurance solutions.

3 Ways AI Is Making Commercial Insurance Smarter for Small Businesses

The Data-Driven Approach to Finding the Right Business Coverage

Why Human Expertise Still Matters in the Age of Insurance AI

Small Business Insurance Myths That Cost Owners Thousands

How Harper Matches Businesses With Coverage 5X Faster Than Traditional Brokers

Content Engineering

Recommended Actions

Execute a comprehensive semantic content audit focusing on high-volume commercial insurance intent queries.

Harper is currently losing the battle for relevance in the 'middle of the funnel' where users are actively learning about insurance types and seeking digital procurement channels.

Impact: High

Develop and syndicate technical, persona-specific educational guides for trucking fleets and software startups.

Competitors are successfully anchoring themselves to these specific buyer personas; Harper needs to demonstrate niche expertise to displace them in AI response hierarchies.

Impact: High

Optimize digital infrastructure for 'instant quote' and 'fast commercial cyber insurance' search intents.

The data shows significant user interest in digital transformation and speed; capturing these queries is essential to compete with agile Insurtech rivals like Next Insurance and Embroker.

Impact: Medium

Is this your business? We can help you improve your AI visibility.

Book a Free Strategy Session

Data generated by Pendium.ai AI visibility scanning. Last scanned March 5, 2026.