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.

Roadmap Pricing

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thirdweb

Visibility40

Vibe98

Businesses/Software Development/thirdweb

AI Visibility & Sentiment

thirdweb

thirdweb is a comprehensive web3 development platform that provides a full suite of tools for building, launching, and managing decentralized applications. It simplifies complex blockchain tasks like token creation, bridging, and wallet integration for developers across EVM-compatible chains and Solana.

Active Monitoring

thirdweb.com

Software Development Startups

AI Visibility Score

40/100

Moderate

Sentiment Score

98/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe thirdweb today.

thirdweb has successfully established itself as a top-tier authority in smart contract deployment, frequently commanding the lead position across AI search engines for speed and efficiency. While the brand is a clear favorite for early-stage infrastructure, its visibility weakens in complex technical implementation scenarios, creating a distinct growth corridor in cross-chain and advanced dApp development.

Working in your favor

Dominance in the 'Fast-tracking Smart Contract Development' category, specifically regarding ERC-721 contract deployment.

High brand recall and authority within the 'Web3 Startup Incubator' persona, securing average position #2.1.

Strong performance in 'Evaluating Web3 Infrastructure Providers' queries across ChatGPT and Claude.

Gaps to close

Complete lack of visibility in 'Cross-Chain Integration and Scaling' queries, a critical area for mature dApp developers.

Poor performance for starter templates and boilerplate requirements, where developer interest is high but thirdweb is missing.

Weak presence for 'Enterprise Developer' persona, where positions currently lag behind more specialized infrastructure tooling.

Opportunities

Capitalize on the existing high-intent traffic for ERC-721 deployment by creating advanced 'pro-user' documentation that bridges to cross-chain capabilities.

Develop specific content assets targeting cross-chain swap integration to capture the technical queries currently yielding no results.

Improve the SEO and documentation mapping for 'starter templates' to improve rankings against frameworks like Hardhat and OpenZeppelin.

Highest-Impact Actions

Develop comprehensive technical content for cross-chain swap integration.

Data shows this is a recurring blind spot; addressing it prevents users from abandoning the ecosystem when moving from prototype to production.

Optimize starter template documentation and metadata.

Currently, thirdweb is losing ground to competitors in the 'starter template' space; optimizing these assets is critical to capturing the high-volume developer entry point.

Create enterprise-specific 'Use Case' guides.

The Enterprise Developer persona represents a significant cohort where thirdweb's average position is currently low, limiting capture of higher-value professional projects.

Value Proposition

A unified, all-in-one platform that removes the complexity of web3 development, enabling faster deployment of smart contracts, tokens, and blockchain-integrated features.

Overview

Mission

Build the next generation of internet products.

Products & Services

Smart contract development and deployment toolsToken and NFT creation suiteCross-chain bridging and swapping infrastructureWallet and authentication SDKsAI-powered blockchain development tools

Current State

Visibility Landscape

A high-level view of how thirdweb 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 thirdweb? What do they do and what's their reputation?”	#1	#1	#1	#1
Core3q Product/service category queries	48	50	69	81
“what's the fastest way to deploy a custom ERC-721 contract without writing everything from scratch?”	#1	#2	#2	#1
“best way to handle user login for a crypto app that feels like a standard email login?”	No	No	#3	#4
“i need a starter template for a decentralized app with integrated wallet login, what frameworks should I use?”	#18	#16	No	#14
Growth Areas2q Adjacent, aspirational & visionary	62	62	62	62
“what are the best all-in-one web3 development platforms that support both EVM and Solana?”	#1	#1	#1	#1
“how do I set up a cross-chain swap feature for my dApp, what tools make this easiest?”	No	No	No	No

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

“what's the fastest way to deploy a custom ERC-721 contract without writing everything from scratch?”

“best way to handle user login for a crypto app that feels like a standard email login?”

“i need a starter template for a decentralized app with integrated wallet login, what frameworks should I use?”

#18

#16

#14

“what are the best all-in-one web3 development platforms that support both EVM and Solana?”

“how do I set up a cross-chain swap feature for my dApp, what tools make this easiest?”

Competitive Landscape

thirdweb

25 mentions

Hardhat

22 mentions

MetaMask

21 mentions

Foundry

16 mentions

OpenZeppelin

15 mentions

WalletConnect

13 mentions

Alchemy

12 mentions

Next.js

12 mentions

Wagmi

12 mentions

Web3Auth

11 mentions

Ethers.js

10 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Dominance in the 'Fast-tracking Smart Contract Development' category, specifically regarding ERC-721 contract deployment.

Strength

High brand recall and authority within the 'Web3 Startup Incubator' persona, securing average position #2.1.

Strength

Strong performance in 'Evaluating Web3 Infrastructure Providers' queries across ChatGPT and Claude.

Recommended Actions

Develop comprehensive technical content for cross-chain swap integration.

Data shows this is a recurring blind spot; addressing it prevents users from abandoning the ecosystem when moving from prototype to production.

Optimize starter template documentation and metadata.

Currently, thirdweb is losing ground to competitors in the 'starter template' space; optimizing these assets is critical to capturing the high-volume developer entry point.

Create enterprise-specific 'Use Case' guides.

The Enterprise Developer persona represents a significant cohort where thirdweb's average position is currently low, limiting capture of higher-value professional projects.

Content Engineering

Content Ideas

Content designed to help AI agents learn about your category and recommend your brand.

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

Fast Tracking Smart Contract Development(2 queries)

“what's the fastest way to deploy a custom ERC-721 contract without writing everything from scratch?”

4/4 platforms mentioned

Core

ChatGPT

1.thirdweb

2.OpenZeppelin

3.Remix

4.Hardhat

5.Foundry

+1 more

Claude

1.OpenZeppelin

2.thirdweb

3.Ethereum

4.Polygon

5.Arbitrum

+4 more

Gemini

1.OpenZeppelin

2.thirdweb

3.Remix IDE

4.OpenZeppelin Wizard

5.ChainGPT

AI Overviews

1.OpenZeppelin

2.Remix IDE

3.thirdweb

4.MetaMask

5.OpenSea Studio

“i need a starter template for a decentralized app with integrated wallet login, what frameworks should I use?”

0/4 platforms mentioned

Core

The Technical Founder · Chief Technology Officer

ChatGPT

1.Next.js

2.React

3.Wagmi

4.RainbowKit

5.WalletConnect

+12 more

Claude

1.Next.js

2.React

3.wagmi

4.viem

5.ethers.js

+10 more

Gemini

1.Next.js

2.React

3.web3-react

4.wagmi

5.MetaMask

+6 more

AI Overviews

1.Next.js

2.Wagmi

3.RainbowKit

4.Viem

5.Scaffold-ETH 2

+7 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.

Nft Drop

portal.thirdweb.com

thirdweb

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Software Development

Start gettingrecommended by AI.

Frequently asked questions

thirdweb

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Software Development

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.