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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Shape

Visibility38

Vibe85

Businesses/Blockchain & Web3/Shape

AI Visibility & Sentiment

Shape

Shape is an Ethereum Layer 2 network purpose-built for NFTs with decentralization at its core. The platform enables programmable onchain objects that can store data, execute logic, and interact with each other, creating the foundation for an agentic economy where autonomous agents can create, trade, and coordinate at machine speed.

Active Monitoring

shape.network

Blockchain & Web3

AI Visibility Score

38/100

Low

Sentiment Score

85/100

Score by Reach

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 Shape today.

Shape shows strong visibility for brand-specific queries where it frequently holds the top position, but it is nearly invisible in broader category discovery and developer-centric searches. While it has established a presence among 'Decentralization-First Collectors,' it fails to appear in high-intent queries regarding NFT launch planning and L2 development tools.

Value Proposition

The only Ethereum L2 specifically designed for NFTs, offering true decentralization, programmable onchain objects, and a community-first approach with 70% of $SHAPE tokens allocated to creators and collectors

Overview

Mission

To be the home for all onchain objects where culture thrives, enabling a permissionless, composable, and unstoppable digital ecosystem that's accessible to anyone, censorable by no one, and trusted by everyone

Products & Services

Ethereum Layer 2 blockchain network for NFTsProgrammable onchain objects infrastructure$SHAPE token ecosystemStack minting (onchain achievement tracker)Developer tools and APIs for building on Shape

Current State

Visibility Landscape

A high-level view of how Shape performs across AI platforms, broken down by strategic reach level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	38	38	40	35
Core Topics Product/service category queries	18	0	0	0
Growth Areas Adjacent, aspirational & visionary	0	0	0	18

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

Competitive Landscape

Base

77 mentions

Ethereum

73 mentions

Zora

68 mentions

Optimism

53 mentions

Arbitrum

51 mentions

OP Stack

48 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Excellent performance on brand reputation queries such as 'is shape network legit' and 'Shape vs Zora' across all platforms.

Strength

High average positions on Gemini (1.1) and Claude (1.3) when mentioned.

Strength

Strong relevance to the 'Decentralization-First Collector' persona with a 57% mention rate.

Recommended Actions

Optimize technical documentation and blogs for 'NFT launch planning' and 'low gas' keywords.

Shape is currently ignored by AI models for non-branded searches related to NFT deployment, a core use case.

Create and distribute content specifically comparing Shape's developer tools to the OP Stack and Base.

Competitors like Base and Optimism have far higher mention rates in developer-focused queries; Shape needs to be part of the 'best dev tools' conversation.

Develop thought-leadership content around 'agentic economies' and 'onchain achievements'.

These are emerging niche topics where Shape can establish an early-mover advantage in AI training sets compared to established L2s.

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

NFT Collection Launch Planning(3 queries)

“best ethereum l2 to launch an nft collection right now”

0/4 platforms mentioned

Core

ChatGPT

1.Ethereum

2.Base

3.Coinbase

4.Zora

5.Manifold

+9 more

Claude

1.Ethereum

2.Base

3.Coinbase

4.Zora

5.OpenSea

+16 more

Gemini

1.Ethereum

2.Base

3.Coinbase

4.OP Stack

5.OpenSea

+23 more

AI Overviews

1.Ethereum

2.Polygon

3.Optimism

4.Arbitrum

5.OpenSea

+8 more

“cheapest ways to mint nfts without huge gas fees”

0/4 platforms mentioned

Core

ChatGPT

1.Ethereum

2.Polygon

3.MATIC

4.OpenSea

5.Rarible

+12 more

Claude

1.Ethereum

2.Polygon

3.OpenSea

4.Rarible

5.Magic Eden

+9 more

Gemini

1.Ethereum Mainnet

2.OpenSea

3.Polygon

4.Rarible

5.Matic

+21 more

AI Overviews

1.Zora

2.Base

3.Zora Network

4.Rarible

5.Mintable

+1 more

“platforms like zora or manifold for an artist”

0/4 platforms mentioned

Core

ChatGPT

1.Zora

2.Manifold

3.Foundation

4.Ethereum

5.SuperRare

+10 more

Claude

1.Zora

2.Manifold

3.Foundation

4.SuperRare

5.KnownOrigin

+7 more

Gemini

1.Zora

2.Manifold

3.Highlight

4.Base

5.Optimism

+22 more

AI Overviews

1.Manifold

2.Zora

3.MetaZone

4.Fair.xyz

5.Mintology

+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.

Top Ethereum Layer-2 Crypto Projects to Know in 2025

kucoin.com

Web1 ref

Top 14 NFT Marketplaces to Buy and Sell Non-Fungible ...

zipmex.com

Social1 ref

Top 10 Layer 2 Tokens in 2026

phemex.com

Social1 ref

What Are the Best Layer-2 Blockchains for NFTs

dappradar.com

Web1 ref

What Are the Top Ethereum Layer-2 Projects of 2026?

bingx.com

Social1 ref

Lazy Minting: A Complete Guide To Free NFT Minting

zipmex.com

Social1 ref

Discussion, which chain has the cheapest NFT mint and ...

reddit.com

Forum1 ref

How to Mint an NFT for Free? Broke People Edition

coinmarketcap.com

Web1 ref

Say Goodbye to Gas Fees: Mint NFTs on Ethereum for Free ...

editorial.mintable.com

Web1 ref

How to Sell Generative NFTs Without Paying Gas Fees

blog.mintology.app

Web1 ref

etherscan.io/gastracker

etherscan.io

Web1 ref

gasnow.org

Web1 ref

Manifold.xyz

manifold.xyz

Web1 ref

Taiko.xyz

taiko.xyz

Web1 ref

Zora.co

zora.co

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Shape.

Base77 mentions

Ethereum73 mentions

Zora68 mentions

Optimism53 mentions

Arbitrum51 mentions

OP Stack48 mentions

Zora Network40 mentions

Coinbase38 mentions

Manifold38 mentions

OpenSea35 mentions

Shape24 mentions

Brand Identity

Brand Voice & Style

How AI perceives Shape's communication style and personality

Shape communicates with a visionary yet accessible tone, blending technical sophistication with community warmth. The brand speaks as a movement leader, emphasizing collective ownership and cultural significance while maintaining credibility through clear explanations of complex blockchain concepts. There's an underlying sense of optimism and pioneering spirit, positioning Shape as building something fundamentally new rather than iterating on existing solutions.

Core Tone Traits

Visionary & Forward-Thinking

Speaks about the future of digital ownership and agentic economies with conviction and excitement

Community-Centric & Inclusive

Emphasizes collective ownership, creator empowerment, and the 'shapers' community

Technically Credible

Demonstrates deep understanding of blockchain infrastructure while remaining accessible

Bold & Pioneering

Positions as building something fundamentally new with confidence and purpose

Backing

Investors

Patron

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 February 15, 2026.