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

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Bandit Network

Visibility0

Vibe63

Businesses/Web3 Marketing Technology/Bandit Network

AI Visibility & Sentiment

Bandit Network

Bandit Network is a comprehensive Web3 growth platform that provides white-labeled marketing toolkits, analytics, and partner network solutions for blockchain projects. They help crypto and NFT projects build, grow, and measure their campaigns through quests, leaderboards, referrals, and strategic partnerships with major Web3 brands.

Active Monitoring

bandit.network

Web3 Marketing Technology Startups

AI Visibility Score

0/100

Invisible

Sentiment Score

63/100

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 Bandit Network today.

Bandit Network suffers from a significant 'relevancy gap' where AI models can identify the brand when asked directly but fail to recommend it as a solution for any functional Web3 marketing queries. While competitors like Galxe and Layer3 have successfully captured the 'Seed-Stage Founder' and 'Community Manager' personas, Bandit Network remains sidelined in critical discussions regarding points systems and quest infrastructure.

Working in your favor

Perfect performance in brand vibe checks across all major LLMs (ChatGPT, Claude, Gemini), proving the models have indexed the company's core identity.

High baseline awareness for direct brand queries, meaning the models understand 'what' Bandit is, but not 'when' to recommend it.

Gaps to close

Total absence in 'Community Loyalty & Gamification' queries, failing to appear for high-intent searches like 'best way to set up a points system'.

Zero visibility for the 'White-Label Growth Infrastructure' category, which is currently being dominated by Galxe and Zealy.

Underperformance across all tested personas, particularly the 'Enterprise DeFi Growth Lead' who receives recommendations for Intract and Guild.xyz instead of Bandit.

Opportunities

Exploit the high visibility of Galxe (40 mentions) and Layer3 (36 mentions) by creating comparison content that forces AI models to associate Bandit with these category leaders.

Optimize technical documentation and public-facing content specifically around 'Points SDK' and 'Leaderboard tools' to capture technical intent from developers and founders.

Highest-Impact Actions

Implement a semantic SEO strategy targeting 'Points System SDK' and 'Web3 Quest White-Label'.

The data shows zero mentions for these specific solution-oriented queries despite high user demand, representing the quickest path to visibility.

Develop and publish detailed 'Alternative to' and 'Competitor Comparison' pages for Galxe and Zealy.

Competitors are currently dominating the share of voice; establishing a direct semantic link between Bandit and these leaders is essential for inclusion in recommendation sets.

Refresh technical documentation to explicitly use 'Web3 Distribution' and 'Referral Growth' terminology.

The models clearly recognize the brand but lack the associative data to connect Bandit to the 'Strategic Web3 Distribution' query category.

Value Proposition

The complete Web3 growth suite that enables projects to create white-labeled campaigns in minutes, leverage a powerful partner ecosystem including Brave, Bonk, and Astar, and access comprehensive analytics to drive engagement and conversions.

Overview

Mission

Empowering Web3 projects with the growth toolkit they need to build, grow, and measure their success in the decentralized ecosystem.

Products & Services

White-labeled Quest PlatformLeaderboard & Referral ToolkitsGrowth Network & Partner EcosystemCampaign Analytics & ReportingPoints SDK for Gamification

Current State

Visibility Landscape

A high-level view of how Bandit Network 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 Bandit Network? What do they do and what's their reputation?”	#1	#1	#1	#1
Core3q Product/service category queries	0	0	0	0
“best white-label quest platforms for crypto projects that want to use their own domain”	No	No	No	No
“most trusted web3 growth and engagement platforms right now”	No	No	No	No
“help me find a points sdk or leaderboard tool for a crypto gaming dApp”	No	No	No	No
Growth Areas4q Adjacent, aspirational & visionary	0	0	0	0
“what's the best way to set up a points system for my web3 app to reward active users”	No	—	No	No
“how to get my new blockchain project in front of more users through partnerships”	No	No	No	No
“give me ideas for running a gamified community campaign for an nft collection”	No	No	No	No
“how to track and report on referral growth for a web3 startup, what tools should i use”	No	No	No	No

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

“best white-label quest platforms for crypto projects that want to use their own domain”

“most trusted web3 growth and engagement platforms right now”

“help me find a points sdk or leaderboard tool for a crypto gaming dApp”

“what's the best way to set up a points system for my web3 app to reward active users”

—

“how to get my new blockchain project in front of more users through partnerships”

“give me ideas for running a gamified community campaign for an nft collection”

“how to track and report on referral growth for a web3 startup, what tools should i use”

Competitive Landscape

Galxe

40 mentions

Layer3

36 mentions

Zealy

33 mentions

QuestN

19 mentions

Guild.xyz

19 mentions

Intract

16 mentions

Dune Analytics

15 mentions

Polygon

14 mentions

Arbitrum

13 mentions

Thirdweb

13 mentions

Bandit Network

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Perfect performance in brand vibe checks across all major LLMs (ChatGPT, Claude, Gemini), proving the models have indexed the company's core identity.

Strength

High baseline awareness for direct brand queries, meaning the models understand 'what' Bandit is, but not 'when' to recommend it.

Gap

Total absence in 'Community Loyalty & Gamification' queries, failing to appear for high-intent searches like 'best way to set up a points system'.

Recommended Actions

Implement a semantic SEO strategy targeting 'Points System SDK' and 'Web3 Quest White-Label'.

The data shows zero mentions for these specific solution-oriented queries despite high user demand, representing the quickest path to visibility.

Develop and publish detailed 'Alternative to' and 'Competitor Comparison' pages for Galxe and Zealy.

Competitors are currently dominating the share of voice; establishing a direct semantic link between Bandit and these leaders is essential for inclusion in recommendation sets.

Refresh technical documentation to explicitly use 'Web3 Distribution' and 'Referral Growth' terminology.

The models clearly recognize the brand but lack the associative data to connect Bandit to the 'Strategic Web3 Distribution' query category.

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

Community Loyalty & Gamification(3 queries)

“what's the best way to set up a points system for my web3 app to reward active users”

0/3 platforms mentioned

Adjacent

ChatGPT

1.BrightID

2.Worldcoin

3.WorldID

4.Proof of Humanity

5.Postgres

+39 more

Gemini

1.The Graph

2.Stack

3.Galxe

4.Layer3

5.Gitcoin Passport

+8 more

AI Overviews

1.Defiprime

2.Wripple

3.Magic

4.Mintology

5.Enable3

“give me ideas for running a gamified community campaign for an nft collection”

0/4 platforms mentioned

Adjacent

The Seed-Stage Web3 Founder · CEO / Founder

ChatGPT

1.Zealy

2.Guild.xyz

3.Collab.Land

4.POAP

5.WalletConnect

+16 more

Claude

1.Galxe

2.Zealy

3.Farcaster Frames

4.Warpcast

5.Discord.py

+2 more

Gemini

1.Warpcast

2.Ponder

3.Bountycaster

4.Zealy

5.Galxe

+10 more

AI Overviews

1.Mee6

2.Zealy

3.Starbucks Odyssey

“help me find a points sdk or leaderboard tool for a crypto gaming dApp”

0/4 platforms mentioned

Core

The Seed-Stage Web3 Founder · CEO / Founder

ChatGPT

1.Zealy

2.Crew3

3.Galxe

4.Moralis

5.Thirdweb

+18 more

Claude

1.Thirdweb

2.Playermon

3.Gelato Network

4.Dune Analytics

5.Orca

+3 more

Gemini

1.Stack

2.Beam SDK

3.Merit Circle

4.Avalanche

5.OpenFormat

+3 more

AI Overviews

1.Galxe Loyalty Points

2.Layer3

3.Moralis

4.Tinybird

5.VIVERSE Leaderboard SDK

+1 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.

Web3 Loyalty Program Guide: How to Build Rewards That Work

blog.mintology.app

Bandit Network

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

Bandit Network

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.