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.

Businesses/Geospatial Technology & Mapping/Hivemapper

AI Visibility & Sentiment

Hivemapper

Hivemapper is a decentralized mapping network built on blockchain technology that enables contributors worldwide to collect street-level imagery using dashcams and earn HONEY tokens as rewards. The platform creates fresh, real-time map data used by enterprise customers like Lyft, Volkswagen, and TomTom.

Active Monitoring

hivemapper.com

Geospatial Technology & Mapping Startups

AI Visibility Score

55/100

Moderate

Sentiment Score

97/100

Score by Reach

How often this business is recommended to users across different types of conversations — from direct product queries to broader open-ended conversations where AI could recommend this company's products and services

core

adjacent

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Hivemapper today.

Hivemapper has successfully captured the 'DePIN' and 'passive income' narratives across AI platforms, yet it remains a ghost in high-value enterprise mapping and fleet intelligence conversations. While Gemini and AI Overviews position the brand as the definitive leader for crypto-earning dashcams, the data reveals a critical failure to transition this momentum into the lucrative logistics and professional mapping data sectors.

Value Proposition

Build the world's freshest map together through a decentralized network where contributors earn cryptocurrency rewards for collecting real-time street-level imagery, creating map data that's more current and cost-effective than traditional mapping solutions.

Overview

Mission

Map the world together through a decentralized network of people, cameras, and apps mapping the world in real time.

Products & Services

Hivemapper Dashcam (Bee) - hardware device for collecting map imageryHONEY Token - cryptocurrency rewards for network contributorsBee Maps - developer tools and APIs for geospatial dataBeekeeper - AI-powered fleet intelligence softwareHivemapper Network - decentralized mapping infrastructure

Current State

Visibility Landscape

A high-level view of how Hivemapper performs across AI platforms, broken down by strategic reach level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	40	55	76	49
Core Topics Product/service category queries	44	62	62	0
Growth Areas Adjacent, aspirational & visionary	59	59	93	0

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

Competitive Landscape

DIMO

17 mentions

Wrapify

13 mentions

Carvertise

12 mentions

Mapbox

12 mentions

Mapillary

11 mentions

Solana

11 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Hivemapper's AI visibility.

Key Findings

Strength

Dominant visibility in the 'Passive Income for Drivers' category, frequently securing the #1 position on Claude, ChatGPT, and AI Overviews.

Strength

Exceptional resonance with the 'DePIN Enthusiast' (83% mention rate) and 'Gig Economy Maximizer' (80% mention rate) personas.

Strength

High trust and positive sentiment on Gemini with an 80% mention rate and an average position of 2.4.

Recommended Actions

Optimize technical content for 'Enterprise Mapping API' and 'Street-Level Imagery' keywords.

Hivemapper is currently missing from high-intent enterprise queries where competitors like Mapillary and Mapbox are gaining traction.

Launch a targeted campaign to improve the 'Logistics Data Architect' persona visibility.

At a 36% mention rate, the brand is failing to reach the primary buyers of its mapping data, limiting its market value to a hardware-only play.

Address the 'Mixed Sentiment' on Claude through detailed whitepapers on data verification and utility.

Claude's influence on technical researchers is high; neutral or mixed sentiment here can derail adoption by data scientists and developers.

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

Passive Income For Drivers(3 queries)

“i drive a lot for work how can i make passive income with my car, specific apps or hardware please”

1/4 platforms mentioned

Aspirational

ChatGPT

1.Wrapify

2.Carvertise

3.StickerRide

4.Adverttu

5.Firefly

+25 more

Claude

1.Uber

2.Lyft

3.DoorDash

4.Instacart

5.Uber Eats

+9 more

Gemini

1.Wrapify

2.Carvertise

3.Nickelytics

4.Hivemapper

5.HONEY

+6 more

AI Overviews

1.Wrapify

2.Carvertise

3.Nickelytics

4.Firefly

5.Indy Auto Man

+5 more

“help me find a dashcam that earns rewards or crypto for driving”

4/4 platforms mentioned

Core

The Gig Economy Maximizer · Full-time Rideshare Driver

ChatGPT

1.Hivemapper

2.DIMO

3.Hivemapper token

4.HONEY

5.Helium

+11 more

Claude

1.Hivemapper

2.HM Token

3.Viomi

4.Coinbase

5.Helium Mobile

+3 more

Gemini

1.Solana

2.Hivemapper

3.Hivemapper Bee

4.Rexing

5.HONEY

+13 more

AI Overviews

1.HONEY

2.Hivemapper

3.Bee

4.Volkswagen

5.ADMT

+7 more

“what are some legitimate ways to get paid for sharing driving data”

3/4 platforms mentioned

Core

The Gig Economy Maximizer · Full-time Rideshare Driver

ChatGPT

1.Hivemapper

2.Streamr

3.DATA

4.Nodle

5.Otonomo

+15 more

Claude

1.Hivemapper

2.HONEY

3.Helium

4.Metromile

5.Inshur

+3 more

Gemini

1.Solana

2.Rexing

3.Hivemapper

4.HONEY

5.Hivemapper Bee

+15 more

AI Overviews

1.Nationwide SmartRide

2.State Farm Drive Safe and Save

3.Progressive Snapshot

4.Allstate Drivewise

5.Tapestri

+12 more

Source Intelligence

Citations

The sources AI platforms cite when recommending this brand. Pendium reverse-engineers what's already proven to be catnip to AI agents, then engineers content that fills gaps and helps agents do their job — which means more citations for you.

Firefly

fireflyon.com

Web1 ref

Expanding Access to Public Street-Level Imagery in the US

blog.mapillary.com

Web1 ref

Integrations | Cyclomedia

cyclomedia.com

Web1 ref

Capturing and processing data - Cyclomedia

cyclomedia.com

Web1 ref

Street View Insights coverage details - Google for Developers

developers.google.com

Web1 ref

Mapillary

mapillary.com

Web1 ref

From Satellite to Street-Level: How MapSwipe's New Mapillary ...

blog.mapillary.com

Web1 ref

An Introduction to Mapillary

help.mapillary.com

Web1 ref

How Often Does Google Maps Update? - Elite Legal Marketing

elitelegalmarketing.com

Web1 ref

How often does Google Maps update Street View? - Pocket-lint

pocket-lint.com

Web1 ref

Method for Applying Crowdsourced Street-Level Imagery Data to ...

mdpi.com

Web1 ref

API Documentation - Mapillary

mapillary.com

Web1 ref

Getting Started with the new Mapillary API v4

blog.mapillary.com

Web1 ref

Street Smart API - Cyclomedia Developer Portal

developer.cyclomedia.com

Web1 ref

How Often Should You Update Google Street View? - LCP Media

lcpmedia.com

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Hivemapper.

Hivemapper28 mentions

DIMO17 mentions

Wrapify13 mentions

Carvertise12 mentions

Mapbox12 mentions

Mapillary11 mentions

Solana11 mentions

NATIX Network11 mentions

HERE Technologies10 mentions

Uber9 mentions

TomTom9 mentions

Brand Identity

Brand Voice & Style

How AI perceives Hivemapper's communication style and personality

Hivemapper communicates with an innovative, community-driven voice that balances technical credibility with accessible enthusiasm. The brand emphasizes collective achievement and the power of decentralization, using clear language to explain complex blockchain and mapping concepts. There's an underlying excitement about disrupting traditional mapping monopolies while maintaining professionalism that appeals to both crypto-native audiences and enterprise customers. The tone celebrates contributors as essential partners in a shared mission rather than mere users.

Core Tone Traits

Community-Powered & Collaborative

Emphasizes collective achievement with language like 'do it together' and 'powered by people'

Innovative & Forward-Thinking

Positions as cutting-edge technology disrupting traditional mapping with blockchain and decentralization

Accessible & Educational

Breaks down complex DePIN and crypto concepts into understandable terms for mainstream audiences

Confident & Mission-Driven

Speaks with conviction about building the world's freshest map and rewarding contributors fairly

Backing

Investors

Homebrew

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned March 2, 2026.

Hivemapper

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Competitive Landscape

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start getting recommended by AI

Frequently asked questions