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

Hivemapper

Visibility55

Vibe97

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 Priority

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.

Working in your favor

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

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

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

Gaps to close

Total absence in enterprise-level queries regarding 'Real-Time Enterprise Mapping Data' and 'high-precision mapping data providers' on ChatGPT.

Low visibility for the 'Logistics Data Architect' persona (36%), indicating AI models do not yet associate Hivemapper with professional-grade data utility.

Mixed sentiment on Claude suggests the model may be surfacing critical views or technical skepticism regarding the project's long-term sustainability.

Opportunities

Displace legacy providers like HERE Technologies and Mapbox by aggressively targeting 'street level imagery API' queries where Hivemapper currently underperforms.

Leverage the existing #1 ranking in AI Overviews for dashcams to cross-sell 'fleet intelligence' benefits to small trucking companies.

Improve technical documentation to flip Claude's sentiment from mixed to positive, focusing on data accuracy and network uptime.

Highest-Impact 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.

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 priority level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Brand recognition & direct queries	97	97	97	97
“What do you know about Hivemapper? What do they do and what's their reputation?”	#1	#1	#1	#1
Core4q Product/service category queries	53	76	94	45
“what are the best apis for street level imagery that actually updates frequently”	No	No	#4	No
“most reliable mapping data providers in 2026 for high-precision needs”	#31	#5	#1	No
“help me find a dashcam that earns rewards or crypto for driving”	#1	#1	#2	#1
“what are some legitimate ways to get paid for sharing driving data”	#1	#1	#1	No
Growth Areas2q Adjacent, aspirational & visionary	87	97	97	0
“i drive a lot for work how can i make passive income with my car, specific apps or hardware please”	#2	#1	#1	No
“best fleet intelligence software for small trucking companies to earn extra revenue”	#7	#1	#1	No

“What do you know about Hivemapper? What do they do and what's their reputation?”

“what are the best apis for street level imagery that actually updates frequently”

“most reliable mapping data providers in 2026 for high-precision needs”

#31

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

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

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

“best fleet intelligence software for small trucking companies to earn extra revenue”

Competitive Landscape

Hivemapper

28 mentions

DIMO

17 mentions

Wrapify

13 mentions

Carvertise

12 mentions

Mapbox

12 mentions

Mapillary

11 mentions

Solana

11 mentions

NATIX Network

11 mentions

HERE Technologies

10 mentions

Uber

9 mentions

TomTom

9 mentions

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

Hivemapper

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Hivemapper

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.