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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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

AI Perception

Summary

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.

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

Agent Breakdown

AI Platforms

How often do different AI platforms reference DNFT?

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Conversation Analysis

Topics

What conversations is DNFT included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend DNFT to, and when?

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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

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

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

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

Web3 Developer Tooling(2 queries)

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

0/4 platforms mentioned

ChatGPT

1.Alchemy

2.QuickNode

3.Infura

4.Thirdweb

5.Manifold

+28 more

Claude

1.Thirdweb

2.Alchemy

3.Infura

4.IPFS

5.OpenZeppelin

+5 more

Gemini

1.Safe

2.Gnosis Safe

3.Snapshot

4.Thirdweb Engine

5.Thirdweb

+17 more

AI Overviews

1.Mesh SDK

2.Crossmint Minting API

3.Immutable Minting API

4.0xSplits

5.Alchemy

+4 more

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

0/4 platforms mentioned

ChatGPT

1.Hardhat

2.Foundry

3.Remix

4.OpenZeppelin Contracts

5.Manifold

+45 more

Claude

1.OpenZeppelin

2.Hardhat

3.Thirdweb

4.Manifold Studio

5.Collab.Land

+6 more

Gemini

1.Procreate

2.Illustrator

3.OpenSea

4.Manifold Studio

5.Manifold Gallery

+16 more

AI Overviews

1.Hardhat

2.Truffle Suite

3.OpenZeppelin

4.Foundry

5.Thirdweb

+8 more

Early Access & Network Participation(1 query)

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

0/4 platforms mentioned

ChatGPT

1.zkSync Era

2.zkSync

3.Polygon zkEVM

4.Polygon

5.Immutable

+31 more

Claude

1.Arbitrum Nova

2.Optimism

3.Polygon zkEVM

4.Magic Eden

5.Jupiter

+10 more

Gemini

1.Berachain

2.Artio Testnet

3.Monad

4.Abstract Chain

5.Pudgy Penguins

+22 more

AI Overviews

1.TheAlley V2

2.ApolloNFT Marketplace

3.MegaETH

4.Miden

5.Arc

+15 more

Trust & Platform Evaluation(1 query)

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

0/4 platforms mentioned

ChatGPT

1.OpenSea

2.Rarible

3.Async Art

4.Async Music

5.Zora

+15 more

Claude

1.Foundation

2.Catalog

3.SuperRare

4.Mirror

5.Zora

+3 more

Gemini

1.OpenSea

2.Rarible

3.Async Art

4.Manifold

5.Manifold Studio

+10 more

AI Overviews

1.OpenSea

2.Rarible

3.Async Art

4.Foundation

5.Zus Network

+5 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

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.

Gap

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.

Gap

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.

Opportunity

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.

Opportunity

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.

Opportunity

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

Technical Health

Site Health for AI Visibility

How well DNFT's website is optimized for AI agent discovery and comprehension.

89/100

19 passed 1 warnings 2 issues

Audited 3/2/2026

Crawlability100

Can AI bots find your pages?

Technical100

SSL, mobile, doctype basics

On-Page SEO84

Titles, descriptions, headings

Content Quality60

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG100

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Critical Issues

Page has no H1 heading

Add a single H1 tag as the main page heading.

Content is too thin

Expand your content to at least 300-500 words with valuable information.

Warnings

Few headings on page

Add more H2 and H3 headings to organize content into sections.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

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

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of DNFT

OpenSea34 mentions

Thirdweb30 mentions

Gnosis Safe28 mentions

Manifold26 mentions

Manifold Studio26 mentions

Pinata25 mentions

Zora21 mentions

NFT.Storage20 mentions

IPFS18 mentions

Snapshot18 mentions

DNFT0 mentions

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

Build Multi-Signature Minting Transactions | Mesh SDK

https://meshjs.dev/guides/multisig-minting

Referenced in 1 query

Review

Minting API | Immutable Documentation

https://docs.immutable.com/build/typescript/usage/minting/minting-api/

Referenced in 1 query

Review

NFT Marketplace and Royalty Setup - Crossmint Docs

https://docs.crossmint.com/minting/nfts/integrate/list-for-sale

Referenced in 1 query

Review

Can NFT’s generate royalties - Medium

https://medium.com/metapherse/can-nfts-generate-royalties-cc652dd432a9

Referenced in 1 query

Review

Alchemy NFT API - NFT Tools

https://www.alchemy.com/dapps/alchemy-nft-api

Referenced in 1 query

Review

List of 44 NFT APIs (2025) - Alchemy

https://www.alchemy.com/dapps/best/nft-apis

Referenced in 1 query

Review

How to Deploy an NFT Collection via API | Crossmint Docs

https://docs.crossmint.com/minting/nfts/integrate/create-collections

Referenced in 1 query

Review

Wallet Management for Game Studios | Immutable Documentation

https://docs.immutable.com/build/unity/operational-guides/wallet-management-studios/

Referenced in 1 query

Review

Optimism NFT API - Everything You Need to Known - Alchemy

https://www.alchemy.com/overviews/optimism-nft-api

Referenced in 1 query

Review

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

https://altfins.com/knowledge-base/best-crypto-api-in-2026/

Referenced in 1 query

Review

Best NFT Minting API Software • February 2026 - F6S

https://www.f6s.com/software/category/nft-minting-api

Referenced in 1 query

Review

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

https://www.taiwannews.com.tw/en/news/6312250

Referenced in 1 query

Review

Content Engineering

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.

Impact: High

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.

Impact: High

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.

Impact: Medium

Initiate an ecosystem-focused PR campaign to increase citations in Web3-specific news sources.

OpenSea and NFT.Storage maintain high visibility because they are frequently cited in the third-party training data that Gemini and ChatGPT use for 'trust' and 'evaluation' queries.

Impact: Medium

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