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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Rayy

Visibility14

Vibe53

Businesses/Blockchain & Web3/Rayy

AI Visibility & Sentiment

Rayy

Rayy is a blockchain-powered decentralized protocol designed to revolutionize the sharing economy. It provides an open network infrastructure that enables sharing platforms and marketplaces to achieve interoperability, allowing suppliers and consumers to transact seamlessly across multiple applications.

Active Monitoring

rayy.tech

Blockchain & Web3 Startups

AI Visibility Score

14/100

Invisible

Sentiment Score

53/100

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 Rayy today.

Rayy exhibits a polarized AI presence, securing high-authority rankings on Claude and Gemini for technical marketplace infrastructure while remaining entirely invisible on ChatGPT and Google AI Overviews. The brand's 38% mention rate among Web3 Marketplace Founders reveals a potent but under-leveraged technical authority that is currently overshadowed by legacy giants like Polygon and IPFS.

Working in your favor

High-ranking mentions on Claude and Gemini for specific technical queries such as 'syncing rental inventory' and 'building decentralized marketplaces.'

Strong resonance with the 'Web3 Marketplace Founder' persona, where it achieves an average position of 5.6, outperforming its baseline visibility.

Effective positioning on Claude for brand-specific 'vibe checks,' indicating that its core identity is well-understood by Anthropic's model.

Gaps to close

Complete 0% mention rate across ChatGPT and Google AI Overviews, representing a total loss of visibility on the two most used AI discovery platforms.

Zero footprint in the 'Web3 Monetization and Tokenomics' category, leaving the financial narrative entirely to competitors like Ethereum and USDC.

Failure to capture any visibility with the 'Cross-Platform Power Host' persona, missing a critical segment of the decentralized sharing economy.

Opportunities

Target the 'inventory syncing' niche where Rayy already shows traction to displace lower-ranking competitors like Kleros and OpenZeppelin in broader tech-stack queries.

Leverage existing high positions on Gemini for 'Identity and Reputation' to create a more comprehensive narrative around decentralized trust, a clear gap in the current market.

Highest-Impact Actions

Initiate a technical documentation and SDK indexing campaign specifically formatted for OpenAI's GPT-4o crawlers.

Rayy's 0% visibility on ChatGPT is a critical failure point that prevents it from being included in developer-led strategic planning and platform selection.

Restructure existing 'how-to' guides for decentralized marketplace building using clear semantic headers and Schema.org markup.

The brand ranks well on Claude for these topics but fails on AI Overviews; better structured data will help Google's RAG system identify Rayy as a citation source.

Develop and publish thought leadership content specifically targeting 'Tokenomics for Sharing Economies.'

Currently, Rayy is excluded from all monetization-related queries, allowing competitors to define the economic standards of the industry.

Value Proposition

The world's first community-powered blockchain protocol that breaks down platform silos in the sharing economy, enabling interoperability between sharing applications and providing suppliers with broader distribution reach through decentralized infrastructure

Overview

Mission

Sharing goods and services should be as easy as sharing information. We leverage the power of blockchain technology and distributed computing to build a decentralized protocol that benefits all stakeholders within the Sharing Economy.

Products & Services

Heracles Protocol - blockchain-based inventory distribution networkRentalcoins - ERC-20 token for network transactionsCanvas - decentralized identity and reputation managementRayySearch - decentralized metasearch engine for sharing platformsAtlas - ecosystem component (coming soon)

Current State

Visibility Landscape

A high-level view of how Rayy 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	70	97	70	70
“What do you know about Rayy? What do they do and what's their reputation?”	Yes	#1	Yes	Yes
Core3q Product/service category queries	0	47	53	0
“what's the best tech stack for a peer-to-peer rental app right now, specific protocols please”	No	#19	No	No
“help me find tools for syncing rental inventory across multiple decentralized platforms”	No	#3	#2	No
“what are the best decentralized identity protocols for marketplace trust”	No	No	#14	No
Growth Areas4q Adjacent, aspirational & visionary	0	59	75	0
“how do I build a decentralized marketplace like airbnb without a middleman”	No	#2	#2	No
“how can I manage user reputation if I'm building a web3 sharing app”	—	No	#2	No
“how do I use crypto tokens to reward users in my sharing economy app”	No	No	No	No
“who are the most trusted companies building decentralized sharing economy infrastructure”	No	#2	#4	No

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

Yes

“what's the best tech stack for a peer-to-peer rental app right now, specific protocols please”

#19

“help me find tools for syncing rental inventory across multiple decentralized platforms”

“what are the best decentralized identity protocols for marketplace trust”

#14

“how do I build a decentralized marketplace like airbnb without a middleman”

“how can I manage user reputation if I'm building a web3 sharing app”

—

“how do I use crypto tokens to reward users in my sharing economy app”

“who are the most trusted companies building decentralized sharing economy infrastructure”

Competitive Landscape

Polygon

39 mentions

IPFS

32 mentions

Ethereum

28 mentions

The Graph

25 mentions

Airbnb

24 mentions

Kleros

22 mentions

USDC

21 mentions

OpenZeppelin

19 mentions

Filecoin

19 mentions

Chainlink

19 mentions

Rayy

11 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High-ranking mentions on Claude and Gemini for specific technical queries such as 'syncing rental inventory' and 'building decentralized marketplaces.'

Strength

Strong resonance with the 'Web3 Marketplace Founder' persona, where it achieves an average position of 5.6, outperforming its baseline visibility.

Strength

Effective positioning on Claude for brand-specific 'vibe checks,' indicating that its core identity is well-understood by Anthropic's model.

Recommended Actions

Initiate a technical documentation and SDK indexing campaign specifically formatted for OpenAI's GPT-4o crawlers.

Rayy's 0% visibility on ChatGPT is a critical failure point that prevents it from being included in developer-led strategic planning and platform selection.

Restructure existing 'how-to' guides for decentralized marketplace building using clear semantic headers and Schema.org markup.

The brand ranks well on Claude for these topics but fails on AI Overviews; better structured data will help Google's RAG system identify Rayy as a citation source.

Develop and publish thought leadership content specifically targeting 'Tokenomics for Sharing Economies.'

Currently, Rayy is excluded from all monetization-related queries, allowing competitors to define the economic standards of the industry.

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

Building Decentralized Marketplaces(3 queries)

“how do I build a decentralized marketplace like airbnb without a middleman”

0/4 platforms mentioned

Aspirational

ChatGPT

1.Ethereum

2.Polygon

3.Optimism

4.IPFS

5.Arweave

+55 more

Claude

1.Airbnb

2.Ethereum

3.Polygon

4.Solana

5.OpenZeppelin

+18 more

Gemini

1.Airbnb

2.Ethereum

3.Polygon

4.Solana

5.IPFS

+17 more

AI Overviews

1.Airbnb

2.MDPI

3.ScienceSoft

4.Ethereum

5.Arbitrum

+7 more

“what's the best tech stack for a peer-to-peer rental app right now, specific protocols please”

1/4 platforms mentioned

Core

The Web3 Marketplace Founder · CEO & Technical Lead

ChatGPT

1.zkSync Era

2.Polygon zkEVM

3.Linea

4.ERC-4907

5.USDC

+48 more

Claude

1.Arbitrum

2.Optimism

3.Aave

4.The Graph

5.Envio

19.Rayy

+13 more

Gemini

1.Base

2.Arbitrum One

3.Coinbase

4.OP Stack

5.LINK

+16 more

AI Overviews

1.Flutter

2.Turo

3.Airbnb

4.Next.js

5.React Server Components

+19 more

“help me find tools for syncing rental inventory across multiple decentralized platforms”

2/4 platforms mentioned

Core

The Web3 Marketplace Founder · CEO & Technical Lead

ChatGPT

1.LayerZero

2.Connext

3.Hyperlane

4.The Graph

5.Moralis Streams

+23 more

Claude

1.The Graph

2.Origin Protocol

3.Rayy

4.Covalent API

5.IPFS

+4 more

Gemini

1.Origin Protocol

2.Rayy

3.Envio

4.HyperIndex

5.Goldsky

+6 more

AI Overviews

1.Lodgify

2.Hostaway

3.Dtravel

4.Guesty

5.Guesty Lite

+6 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.

Blockchain-Based Decentralized Marketplace - ScienceSoft

scnsoft.com

Rayy

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

Rayy

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.