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

Sapien Network

Visibility3

Vibe75

Businesses/Web3 & Blockchain/Sapien Network

AI Visibility & Sentiment

Sapien Network

Sapien Network is a Web3 social platform building infrastructure for decentralized autonomous organizations (DAOs). They are creating a 'Network State' and Republic of DAOs called the Sapien Nation, providing tools for communities to govern themselves, mint tokens, and own collective assets through NFT Passports and blockchain technology.

Active Monitoring

sapien.network

Web3 & Blockchain Startups

AI Visibility Score

3/100

Invisible

Sentiment Score

75/100

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 Sapien Network today.

Sapien Network currently exists as a ghost in the AI landscape, recognized when prompted directly by name but completely ignored when users seek actual DAO or identity solutions. While Gemini shows a slight preference for the brand within visionary founder personas, the total absence across ChatGPT and Claude suggests a massive disconnect between the brand's self-identity and its perceived functional utility.

Working in your favor

Gemini recognizes Sapien for high-level infrastructure queries, notably reaching the #7 spot for 'Trust & Choosing Web3 Infrastructure.'

The brand maintains a perfect 100% mention rate on '_brand_vibe_check' queries, indicating that its core name and mission are indexed in the training data.

Moderate traction with 'The Visionary DAO Founder' persona on Gemini (22% mention rate) shows the brand's high-level philosophy resonates with specific AI-generated archetypes.

Gaps to close

Total lack of visibility on ChatGPT and Claude across all functional and category-based queries, leaving the brand invisible to the majority of LLM users.

Negative sentiment among 'The Fractional Community Manager' persona indicates that AI models perceive friction or lack of utility for the actual implementers of the technology.

Zero presence in the 'Sovereign Social Infrastructure' and 'Web3 Identity' categories, which are critical growth areas where competitors like Snapshot and Collab.Land are currently dominant.

Opportunities

Capitalize on the #7 ranking for 'Network State' infrastructure on Gemini to become the definitive authority in that niche.

Aggressively target the 'Web3 Identity' narrative to fill the current 0% visibility void and differentiate from governance-only competitors.

Leverage the positive brand sentiment from the 'vibe check' to bridge into 'How-To' and 'Tools-For' recommendations.

Highest-Impact Actions

Optimize technical documentation for ChatGPT and Claude crawlers.

Sapien's 0% mention rate on the world's most popular LLMs means it is effectively excluded from the consideration set of every developer and founder using these tools.

Implement a sentiment-repair campaign targeting Community Manager personas.

Negative sentiment from the Fractional Community Manager persona is a critical blocker, as these are the primary users who influence DAO platform adoption.

Create content specifically addressing 'Sovereign Social Infrastructure'.

This category is currently a total gap in visibility; by defining this space, Sapien can leapfrog governance competitors who are fighting over the same narrow set of voting queries.

Value Proposition

Building the infrastructure to unite and empower DAOs through a social network powered by NFT Passports, enabling communities to govern autonomously, issue soulbound tokens, and scale their impact through network effects

Overview

Mission

Our mission is to build the infraculture to unite & empower DAOs.

Products & Services

NFT Passport digital identity systemDAO governance and voting toolsSoulbound Token (SBT) badge systemWeb3 social networking platformCommunity treasury management

Current State

Visibility Landscape

A high-level view of how Sapien 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
“What do you know about Sapien Network? What do they do and what's their reputation?”	#1	—	#1	#1
Core4q Product/service category queries	0	—	35	0
“i'm starting a dao and need tools for voting and managing a shared treasury, what should i use?”	No	—	#15	No
“recommend some tools for web3 digital identity or nft passports to verify my community members”	No	—	#15	No
“help me find a web3 social network that lets communities own their assets and govern themselves instead of just posting content”	No	—	No	No
“best dao governance and voting tools for a community that's outgrown discord and needs real on-chain rules”	No	—	No	No
Growth Areas3q Adjacent, aspirational & visionary	0	—	50	0
“most trusted platforms for building a network state or a republic of daos right now”	No	—	#7	No
“how do i set up a decentralized community where members actually have a say in decisions and own assets together?”	No	—	#11	No
“how can i give out non-transferable badges or soulbound tokens to reward active members in my community?”	No	—	No	No

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

—

“i'm starting a dao and need tools for voting and managing a shared treasury, what should i use?”

—

#15

“recommend some tools for web3 digital identity or nft passports to verify my community members”

—

#15

“help me find a web3 social network that lets communities own their assets and govern themselves instead of just posting content”

—

“best dao governance and voting tools for a community that's outgrown discord and needs real on-chain rules”

—

“most trusted platforms for building a network state or a republic of daos right now”

—

“how do i set up a decentralized community where members actually have a say in decisions and own assets together?”

—

#11

“how can i give out non-transferable badges or soulbound tokens to reward active members in my community?”

—

Competitive Landscape

Snapshot

42 mentions

Gnosis Safe

29 mentions

Tally

29 mentions

Aragon

27 mentions

Collab.Land

24 mentions

Guild.xyz

23 mentions

Colony

20 mentions

Safe

19 mentions

BrightID

18 mentions

Zodiac

17 mentions

Sapien Network

5 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Gemini recognizes Sapien for high-level infrastructure queries, notably reaching the #7 spot for 'Trust & Choosing Web3 Infrastructure.'

Strength

The brand maintains a perfect 100% mention rate on '_brand_vibe_check' queries, indicating that its core name and mission are indexed in the training data.

Strength

Moderate traction with 'The Visionary DAO Founder' persona on Gemini (22% mention rate) shows the brand's high-level philosophy resonates with specific AI-generated archetypes.

Recommended Actions

Optimize technical documentation for ChatGPT and Claude crawlers.

Sapien's 0% mention rate on the world's most popular LLMs means it is effectively excluded from the consideration set of every developer and founder using these tools.

Implement a sentiment-repair campaign targeting Community Manager personas.

Negative sentiment from the Fractional Community Manager persona is a critical blocker, as these are the primary users who influence DAO platform adoption.

Create content specifically addressing 'Sovereign Social Infrastructure'.

This category is currently a total gap in visibility; by defining this space, Sapien can leapfrog governance competitors who are fighting over the same narrow set of voting queries.

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

Launching And Scaling A DAO(3 queries)

“i'm starting a dao and need tools for voting and managing a shared treasury, what should i use?”

0/3 platforms mentioned

Core

ChatGPT

1.Gnosis Safe

2.Zodiac

3.Squads

4.Fireblocks

5.BitGo

+33 more

Gemini

1.Snapshot

2.IPFS

3.Safe

4.Tally

5.Uniswap

+17 more

AI Overviews

1.Snapshot

2.Tally

3.Aragon

4.Colony

5.Safe

+7 more

“how do i set up a decentralized community where members actually have a say in decisions and own assets together?”

1/3 platforms mentioned

Adjacent

The Visionary DAO Founder · Founder & Lead Strategist

ChatGPT

1.Snapshot

2.Sismo

3.Ceramic

4.3ID

5.BrightID

+32 more

Gemini

1.Discord

2.Solidity

3.Safe

4.Gnosis Safe

5.Safe Modules

16.Sapien NFT Passports

+19 more

AI Overviews

1.Hedera

2.Colony

3.Aragon

4.DAOhaus

5.XDAO

+7 more

“best dao governance and voting tools for a community that's outgrown discord and needs real on-chain rules”

0/3 platforms mentioned

Core

The Visionary DAO Founder · Founder & Lead Strategist

ChatGPT

1.Snapshot

2.Gnosis Safe

3.SafeSnap

4.OpenZeppelin Timelock

5.OpenZeppelin Governor

+29 more

Gemini

1.Discord

2.Solidity

3.Tally

4.OpenZeppelin Governor

5.Compound

+14 more

AI Overviews

1.Discord

2.Tally

3.OpenZeppelin

4.Aragon

5.Aragon OSx

+9 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.

Top 9 DAO Tools for Enhanced Management and Efficiency ...

blog.colony.io

Sapien Network

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Web3 & Blockchain

Start gettingrecommended by AI.

Frequently asked questions

Sapien Network

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Web3 & Blockchain

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.