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

DNFT

Visibility0

Vibe50

Businesses/Blockchain & Web3/DNFT

AI Visibility & Sentiment

DNFT

DNFT is a Web3 platform focused on creating collaborative NFT experiences. Currently in beta, they are building tools that enable users and developers to participate in a network for creating and sharing NFT-based digital experiences.

Active Monitoring

playground.ooo/join

Blockchain & Web3 Startups

AI Visibility Score

0/100

Invisible

Sentiment Score

50/100

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 DNFT today.

DNFT is currently trapped in a 'knowledge-intent gap' where AI models recognize the brand in direct queries but fail to recommend it as a solution for any functional Web3 use cases. While the brand holds a surprisingly dominant #1 position in Claude for direct 'vibe checks,' it remains completely invisible in high-value conversations where competitors like Thirdweb and Manifold are currently the default recommendations for NFT infrastructure.

Working in your favor

Foundational brand awareness exists within the training sets of Claude and ChatGPT, with the brand ranking #1 and #7 respectively for direct brand-specific queries.

The brand data is current enough to be retrieved by Claude when specifically prompted about the entity's identity.

Gaps to close

Complete absence from the 'Collaborative NFT Project Strategy' and 'Web3 Developer Tooling' categories, where OpenSea and Gnosis Safe are currently being recommended as the standard.

Zero visibility among the 'Full-Stack Blockchain Engineer' and 'DAO Operations Lead' personas, indicating a failure to associate the brand with technical and operational solutions.

Total lack of presence in AI Overviews, which are currently being dominated by ecosystem giants like Zora and Pinata for 'early access' and 'network participation' queries.

Opportunities

Claim the 'Collaborative NFT' niche by optimizing documentation to match the specific intent of the 'Aspiring NFT Creator' persona who is currently only being shown OpenSea and Manifold.

Leverage the existing high rank in Claude to bridge the gap between brand identity and utility through structured technical guides that AI models can ingest.

Displace Thirdweb in 'Web3 Developer Tooling' queries by aggressively indexing API documentation that emphasizes ease of use for multi-artist drops.

Highest-Impact Actions

Execute a structured data overhaul focusing on 'collaborative NFT infrastructure' keywords.

Models like Claude know DNFT exists but do not associate it with the category; technical documentation must explicitly link the brand to these specific functional terms to win recommendation share.

Develop and index long-form guides targeting 'multi-artist NFT drops' and 'collaborative art collections'.

These specific queries currently return 0 results for DNFT while competitors like Manifold Studio are mentioned over 25 times.

Optimize technical documentation for LLM scraping, specifically targeting API-related queries for the 'Full-Stack Blockchain Engineer' persona.

Thirdweb and Gnosis Safe dominate the developer persona mentions due to better-indexed API documentation and community citations.

Value Proposition

Enabling collaborative NFT experiences through a community-driven beta platform that brings creators and developers together in the Web3 space

Overview

Mission

To help create collaborative NFT experiences through community participation and developer engagement

Products & Services

Collaborative NFT creation platformDeveloper tools and APIsNFT network participationBeta access program

Current State

Visibility Landscape

A high-level view of how DNFT 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	79	97	70	70
“What do you know about DNFT? What do they do and what's their reputation?”	#7	#1	Yes	Yes
Core4q Product/service category queries	0	0	0	0
“best apis for building an nft app that supports collaborative minting”	No	No	No	No
“nft platform alternatives to opensea and rarible that focus more on collaboration”	No	No	No	No
“find me a platform for co-creating digital art collections with a community”	No	No	No	No
“what are some developer tools for creating custom nft network experiences”	No	No	No	No
Growth Areas3q Adjacent, aspirational & visionary	0	0	0	0
“how can i make an nft project with a group of friends where we all contribute to the art”	No	No	No	No
“find me some promising web3 beta programs or new nft networks to join right now”	No	No	No	No
“help me plan a collaborative nft drop where multiple artists share the revenue”	—	No	No	No

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

Yes

“best apis for building an nft app that supports collaborative minting”

“nft platform alternatives to opensea and rarible that focus more on collaboration”

“find me a platform for co-creating digital art collections with a community”

“what are some developer tools for creating custom nft network experiences”

“how can i make an nft project with a group of friends where we all contribute to the art”

“find me some promising web3 beta programs or new nft networks to join right now”

“help me plan a collaborative nft drop where multiple artists share the revenue”

—

Competitive Landscape

OpenSea

34 mentions

Thirdweb

30 mentions

Gnosis Safe

28 mentions

Manifold

26 mentions

Manifold Studio

26 mentions

Pinata

25 mentions

Zora

21 mentions

NFT.Storage

20 mentions

IPFS

18 mentions

Snapshot

18 mentions

DNFT

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Foundational brand awareness exists within the training sets of Claude and ChatGPT, with the brand ranking #1 and #7 respectively for direct brand-specific queries.

Strength

The brand data is current enough to be retrieved by Claude when specifically prompted about the entity's identity.

Gap

Complete absence from the 'Collaborative NFT Project Strategy' and 'Web3 Developer Tooling' categories, where OpenSea and Gnosis Safe are currently being recommended as the standard.

Recommended Actions

Execute a structured data overhaul focusing on 'collaborative NFT infrastructure' keywords.

Models like Claude know DNFT exists but do not associate it with the category; technical documentation must explicitly link the brand to these specific functional terms to win recommendation share.

Develop and index long-form guides targeting 'multi-artist NFT drops' and 'collaborative art collections'.

These specific queries currently return 0 results for DNFT while competitors like Manifold Studio are mentioned over 25 times.

Optimize technical documentation for LLM scraping, specifically targeting API-related queries for the 'Full-Stack Blockchain Engineer' persona.

Thirdweb and Gnosis Safe dominate the developer persona mentions due to better-indexed API documentation and community citations.

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

Collaborative NFT Project Strategy(3 queries)

“how can i make an nft project with a group of friends where we all contribute to the art”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Figma

2.Google Drive

3.Dropbox

4.Adobe Photoshop

5.Creative Cloud

+37 more

Claude

1.Figma

2.Adobe Creative Cloud

3.GitHub

4.Discord

5.Hashlips Art Engine

+9 more

Gemini

1.Magma

2.Figma

3.Procreate

4.Photoshop

5.Bueno Art

+8 more

AI Overviews

1.Magma

2.Drawpile

3.Figma

4.Async Art

5.OpenSea

+3 more

“find me a platform for co-creating digital art collections with a community”

0/4 platforms mentioned

Core

The Aspiring NFT Creator · Digital Artist

ChatGPT

1.OpenSea

2.Polygon

3.Rarible

4.Async Art

5.Ethereum

+16 more

Claude

1.Procreate

2.Illustrator

3.Mirror

4.Showtime

5.Discord

+3 more

Gemini

1.Procreate

2.Illustrator

3.Joyn

4.Ethereum

5.Polygon

+8 more

AI Overviews

1.Magma

2.HelloPaint

3.Drawn Together

4.Async Art

5.Arkive

+3 more

“help me plan a collaborative nft drop where multiple artists share the revenue”

0/3 platforms mentioned

Adjacent

The Aspiring NFT Creator · Digital Artist

Claude

1.Manifold Studio

2.Thirdweb

3.Gnosis Safe

4.Google Doc

5.Manifold

+7 more

Gemini

1.Procreate

2.Illustrator

3.Manifold Studio

4.Foundation

5.Highlight.xyz

+7 more

AI Overviews

1.mozaic.io

2.OpenSea

3.Manifold

4.0xSplits

5.NiftyKit

+4 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.

Build Multi-Signature Minting Transactions | Mesh SDK

meshjs.dev

Web1 ref

Minting API | Immutable Documentation

docs.immutable.com

Web1 ref

NFT Marketplace and Royalty Setup - Crossmint Docs

docs.crossmint.com

Web1 ref

Can NFT’s generate royalties - Medium

medium.com

Blog1 ref

Alchemy NFT API - NFT Tools

alchemy.com

Web1 ref

List of 44 NFT APIs (2025) - Alchemy

alchemy.com

Web1 ref

How to Deploy an NFT Collection via API | Crossmint Docs

docs.crossmint.com

Web1 ref

Wallet Management for Game Studios | Immutable Documentation

docs.immutable.com

Web1 ref

Optimism NFT API - Everything You Need to Known - Alchemy

alchemy.com

Web1 ref

11 Best Crypto APIs for 2026: Comparison, Pricing & Features

altfins.com

Web1 ref

Best NFT Minting API Software • February 2026 - F6S

f6s.com

Web1 ref

BLAQclouds, Inc. Announces the Expanded Launch of ApolloNFT Marketplace and Upcoming V2 Release of theAlley SocialFi Platform

taiwannews.com.tw

Web1 ref

Five crypto airdrops to watch for in 2026 - DL News

dlnews.com

Web1 ref

Watch This Altcoin In March 2026 - ASTER

youtube.com

Video1 ref

The only Crypto Gaming Project built to last in 2026

youtube.com

Video1 ref

Brand Identity

Brand Voice & Style

How AI perceives DNFT's communication style and personality

DNFT communicates with an innovative, community-focused voice that balances technical credibility with approachability. The brand speaks directly to early adopters and builders, using inclusive language that invites participation rather than exclusivity. There's an underlying sense of excitement about building something new together, while maintaining a professional, forward-thinking tone appropriate for the Web3 space.

Core Tone Traits

Innovative & Forward-Thinking

Emphasizes cutting-edge technology and the future of digital collaboration

Community-Driven & Inclusive

Uses welcoming language that invites participation and values user input

Professional yet Approachable

Maintains credibility while being accessible to newcomers

Builder-Focused & Collaborative

Speaks to creators and developers as partners in building the platform

Visual Identity

Primary

#000000

Secondary

#90EE90

Accent

#F5F5DC

Background

#FFFFFF

Foreground

#111111

Backing

Investors

Orange Fund

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.

Explore Blockchain & Web3

Start getting
recommended by AI.

Enter your website to see exactly what ChatGPT, Claude, and Gemini say about your business. Free, instant, and eye-opening.

Free visibility scanResults in 2 minutesNo credit card required

Frequently asked questions

Don't see your question? Book a demo and we'll walk you through it.

Businesses/Blockchain & Web3/DNFT

AI Visibility & Sentiment

DNFT

Active Monitoring

playground.ooo/join

Blockchain & Web3 Startups

AI Visibility Score

0/100

Invisible

Sentiment Score

50/100

Score by Priority

core

adjacent

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe DNFT today.

Working in your favor

Foundational brand awareness exists within the training sets of Claude and ChatGPT, with the brand ranking #1 and #7 respectively for direct brand-specific queries.

The brand data is current enough to be retrieved by Claude when specifically prompted about the entity's identity.

Gaps to close

Complete absence from the 'Collaborative NFT Project Strategy' and 'Web3 Developer Tooling' categories, where OpenSea and Gnosis Safe are currently being recommended as the standard.

Zero visibility among the 'Full-Stack Blockchain Engineer' and 'DAO Operations Lead' personas, indicating a failure to associate the brand with technical and operational solutions.

Total lack of presence in AI Overviews, which are currently being dominated by ecosystem giants like Zora and Pinata for 'early access' and 'network participation' queries.

Opportunities

Claim the 'Collaborative NFT' niche by optimizing documentation to match the specific intent of the 'Aspiring NFT Creator' persona who is currently only being shown OpenSea and Manifold.

Leverage the existing high rank in Claude to bridge the gap between brand identity and utility through structured technical guides that AI models can ingest.

Displace Thirdweb in 'Web3 Developer Tooling' queries by aggressively indexing API documentation that emphasizes ease of use for multi-artist drops.

Highest-Impact Actions

Execute a structured data overhaul focusing on 'collaborative NFT infrastructure' keywords.

Models like Claude know DNFT exists but do not associate it with the category; technical documentation must explicitly link the brand to these specific functional terms to win recommendation share.

Develop and index long-form guides targeting 'multi-artist NFT drops' and 'collaborative art collections'.

These specific queries currently return 0 results for DNFT while competitors like Manifold Studio are mentioned over 25 times.

Optimize technical documentation for LLM scraping, specifically targeting API-related queries for the 'Full-Stack Blockchain Engineer' persona.

Thirdweb and Gnosis Safe dominate the developer persona mentions due to better-indexed API documentation and community citations.

Value Proposition

Enabling collaborative NFT experiences through a community-driven beta platform that brings creators and developers together in the Web3 space

Overview

Mission

To help create collaborative NFT experiences through community participation and developer engagement

Products & Services

Collaborative NFT creation platformDeveloper tools and APIsNFT network participationBeta access program

Current State

Visibility Landscape

A high-level view of how DNFT 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	79	97	70	70
“What do you know about DNFT? What do they do and what's their reputation?”	#7	#1	Yes	Yes
Core4q Product/service category queries	0	0	0	0
“best apis for building an nft app that supports collaborative minting”	No	No	No	No
“nft platform alternatives to opensea and rarible that focus more on collaboration”	No	No	No	No
“find me a platform for co-creating digital art collections with a community”	No	No	No	No
“what are some developer tools for creating custom nft network experiences”	No	No	No	No
Growth Areas3q Adjacent, aspirational & visionary	0	0	0	0
“how can i make an nft project with a group of friends where we all contribute to the art”	No	No	No	No
“find me some promising web3 beta programs or new nft networks to join right now”	No	No	No	No
“help me plan a collaborative nft drop where multiple artists share the revenue”	—	No	No	No

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

Yes

“best apis for building an nft app that supports collaborative minting”

“nft platform alternatives to opensea and rarible that focus more on collaboration”

“find me a platform for co-creating digital art collections with a community”

“what are some developer tools for creating custom nft network experiences”

“how can i make an nft project with a group of friends where we all contribute to the art”

“find me some promising web3 beta programs or new nft networks to join right now”

“help me plan a collaborative nft drop where multiple artists share the revenue”

—

Competitive Landscape

OpenSea

34 mentions

Thirdweb

30 mentions

Gnosis Safe

28 mentions

Manifold

26 mentions

Manifold Studio

26 mentions

Pinata

25 mentions

Zora

21 mentions

NFT.Storage

20 mentions

IPFS

18 mentions

Snapshot

18 mentions

DNFT

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Foundational brand awareness exists within the training sets of Claude and ChatGPT, with the brand ranking #1 and #7 respectively for direct brand-specific queries.

Strength

The brand data is current enough to be retrieved by Claude when specifically prompted about the entity's identity.

Gap

Complete absence from the 'Collaborative NFT Project Strategy' and 'Web3 Developer Tooling' categories, where OpenSea and Gnosis Safe are currently being recommended as the standard.

Recommended Actions

Execute a structured data overhaul focusing on 'collaborative NFT infrastructure' keywords.

Models like Claude know DNFT exists but do not associate it with the category; technical documentation must explicitly link the brand to these specific functional terms to win recommendation share.

Develop and index long-form guides targeting 'multi-artist NFT drops' and 'collaborative art collections'.

These specific queries currently return 0 results for DNFT while competitors like Manifold Studio are mentioned over 25 times.

Optimize technical documentation for LLM scraping, specifically targeting API-related queries for the 'Full-Stack Blockchain Engineer' persona.

Thirdweb and Gnosis Safe dominate the developer persona mentions due to better-indexed API documentation and community citations.

Programmatic Testing

Sample Conversations

ChatGPT

Claude

Gemini

AI Overviews

Collaborative NFT Project Strategy(3 queries)

“how can i make an nft project with a group of friends where we all contribute to the art”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Figma

2.Google Drive

3.Dropbox

4.Adobe Photoshop

5.Creative Cloud

+37 more

Claude

1.Figma

2.Adobe Creative Cloud

3.GitHub

4.Discord

5.Hashlips Art Engine

+9 more

Gemini

1.Magma

2.Figma

3.Procreate

4.Photoshop

5.Bueno Art

+8 more

AI Overviews

1.Magma

2.Drawpile

3.Figma

4.Async Art

5.OpenSea

+3 more

“find me a platform for co-creating digital art collections with a community”

0/4 platforms mentioned

Core

The Aspiring NFT Creator · Digital Artist

ChatGPT

1.OpenSea

2.Polygon

3.Rarible

4.Async Art

5.Ethereum

+16 more

Claude

1.Procreate

2.Illustrator

3.Mirror

4.Showtime

5.Discord

+3 more

Gemini

1.Procreate

2.Illustrator

3.Joyn

4.Ethereum

5.Polygon

+8 more

AI Overviews

1.Magma

2.HelloPaint

3.Drawn Together

4.Async Art

5.Arkive

+3 more

“help me plan a collaborative nft drop where multiple artists share the revenue”

0/3 platforms mentioned

Adjacent

The Aspiring NFT Creator · Digital Artist

Claude

1.Manifold Studio

2.Thirdweb

3.Gnosis Safe

4.Google Doc

5.Manifold

+7 more

Gemini

1.Procreate

2.Illustrator

3.Manifold Studio

4.Foundation

5.Highlight.xyz

+7 more

AI Overviews

1.mozaic.io

2.OpenSea

3.Manifold

4.0xSplits

5.NiftyKit

+4 more

Source Intelligence

Citations

Build Multi-Signature Minting Transactions | Mesh SDK

meshjs.dev

Web1 ref

Minting API | Immutable Documentation

docs.immutable.com

Web1 ref

NFT Marketplace and Royalty Setup - Crossmint Docs

docs.crossmint.com

Web1 ref

Can NFT’s generate royalties - Medium

medium.com

Blog1 ref

Alchemy NFT API - NFT Tools

alchemy.com

Web1 ref

List of 44 NFT APIs (2025) - Alchemy

alchemy.com

Web1 ref

How to Deploy an NFT Collection via API | Crossmint Docs

docs.crossmint.com

Web1 ref

Wallet Management for Game Studios | Immutable Documentation

docs.immutable.com

Web1 ref

Optimism NFT API - Everything You Need to Known - Alchemy

alchemy.com

Web1 ref

11 Best Crypto APIs for 2026: Comparison, Pricing & Features

altfins.com

Web1 ref

Best NFT Minting API Software • February 2026 - F6S

f6s.com

Web1 ref

BLAQclouds, Inc. Announces the Expanded Launch of ApolloNFT Marketplace and Upcoming V2 Release of theAlley SocialFi Platform

taiwannews.com.tw

Web1 ref

Five crypto airdrops to watch for in 2026 - DL News

dlnews.com

Web1 ref

Watch This Altcoin In March 2026 - ASTER

youtube.com

Video1 ref

The only Crypto Gaming Project built to last in 2026

youtube.com

Video1 ref

Brand Identity

Brand Voice & Style

How AI perceives DNFT's communication style and personality

Core Tone Traits

Innovative & Forward-Thinking

Emphasizes cutting-edge technology and the future of digital collaboration

Community-Driven & Inclusive

Uses welcoming language that invites participation and values user input

Professional yet Approachable

Maintains credibility while being accessible to newcomers

Builder-Focused & Collaborative

Speaks to creators and developers as partners in building the platform

Visual Identity

Primary

#000000

Secondary

#90EE90

Accent

#F5F5DC

Background

#FFFFFF

Foreground

#111111

Backing

Investors

Orange Fund

Engineer content that makes AI agents recommend you

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

Explore Blockchain & Web3

DNFT

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Blockchain & Web3

Start gettingrecommended by AI.

Frequently asked questions

DNFT

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Blockchain & Web3

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.