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

Visibility15

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

15/100

Invisible

Sentiment Score

53/100

AI Perception

Summary

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.

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)

Agent Breakdown

AI Platforms

How often do different AI platforms reference Rayy?

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Conversation Analysis

Topics

What conversations is Rayy included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Rayy 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

Building Decentralized Marketplaces(3 queries)

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

0/4 platforms mentioned

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

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

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

Identity And Reputation Management(2 queries)

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

0/3 platforms mentioned

Claude

1.Ethereum

2.Polygon

3.Uniswap

4.Aave

5.Ceramic Network

+8 more

Gemini

1.Gitcoin Passport

2.World ID

3.Worldcoin

4.Holonym

5.Ethereum Attestation Service

+11 more

AI Overviews

1.Ceramic Network

2.SpruceID

3.Gitcoin Passport

4.Orange Protocol

5.Nomis

+2 more

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

1/4 platforms mentioned

ChatGPT

1.SIWE

2.WorldID

3.BrightID

4.Semaphore

5.Ceramic

+14 more

Claude

1.ENS

2.Ethereum

3.Gitcoin Passport

4.Spruce ID

5.SpruceKit

+5 more

Gemini

1.Leica

2.Red Raptor

3.SpruceID

4.SSX

5.DIDKit

14.Rayy

+8 more

AI Overviews

1.Xobee Networks

2.Microsoft Entra Verified ID

3.Polygon ID

4.Civic

5.Civic Pass

+5 more

Web3 Monetization And Tokenomics(1 query)

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

0/4 platforms mentioned

ChatGPT

1.Magic

2.Torus

3.Polygon

4.Arbitrum

5.Optimism

+28 more

Claude

1.OpenZeppelin

2.Hardhat

3.Ethereum

4.Polygon

5.Arbitrum

+13 more

Gemini

1.Polygon

2.Ethereum

3.Solana

4.Base

5.Coinbase

+13 more

AI Overviews

1.Polygon

2.Solana

3.Avalanche

Trust & Reviews For Sharing Economy Infrastructure(1 query)

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

0/4 platforms mentioned

ChatGPT

1.Origin Protocol

2.ShareRing

3.Ceramic Network

4.3Box Labs

5.Textile

+20 more

Claude

1.Filecoin

2.Protocol Labs

3.Arweave

4.IPFS

5.Helium

+3 more

Gemini

1.Uber

2.Airbnb

3.DIMO

4.Teleport

5.TRIP Protocol

+22 more

AI Overviews

1.Helium Inc.

2.Helium

3.Protocol Labs

4.Filecoin

5.Hivemapper Inc.

+16 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

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.

Gap

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

Gap

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

Gap

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

Opportunity

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

Opportunity

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.

Technical Health

Site Health for AI Visibility

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

88/100

16 passed 6 warnings

Audited 3/2/2026

Crawlability86

Can AI bots find your pages?

Technical90

SSL, mobile, doctype basics

On-Page SEO80

Titles, descriptions, headings

Content Quality87

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

Warnings

No robots.txt file found

Create a robots.txt file at your domain root. Optional but recommended.

9 render-blocking resources are slowing initial render

Defer non-critical JS with async/defer. Inline critical CSS. Move stylesheets to load asynchronously.

Title is too short (13 characters)

Expand the title to 50-60 characters with descriptive keywords.

Meta description is too short (13 characters)

Expand the description to 150-160 characters with a clear value proposition.

H3 used without H2 — heading levels are skipped

Use headings in order (H1 → H2 → H3). Don't skip levels.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Rayy's communication style and personality

Rayy communicates with a visionary yet technically grounded voice that balances blockchain expertise with accessible explanations of complex concepts. The brand adopts an educational tone, positioning itself as a thought leader solving fundamental problems in the sharing economy. While forward-thinking and ambitious about transforming global markets, the messaging remains professional and substantive, avoiding hype in favor of clear articulation of technical architecture and real-world benefits.

Core Tone Traits

Visionary & Forward-Thinking

Speaks confidently about transforming the sharing economy paradigm and building the future of decentralized commerce

Technical yet Accessible

Explains complex blockchain concepts clearly while maintaining credibility with technical audiences

Educational & Thought Leadership

Positions content as informative resources that help audiences understand both problems and solutions

Professional & Substantive

Avoids crypto hype, focusing on real infrastructure value and practical applications

Competitive Landscape

Related Ecosystem

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

Polygon39 mentions

IPFS32 mentions

Ethereum28 mentions

The Graph25 mentions

Airbnb24 mentions

Kleros22 mentions

USDC21 mentions

OpenZeppelin19 mentions

Filecoin19 mentions

Chainlink19 mentions

Rayy11 mentions

Source Intelligence

Citations

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

Blockchain-Based Decentralized Marketplace - ScienceSoft

https://www.scnsoft.com/blockchain/decentralized-marketplace

Referenced in 1 query

Review

Towards a Trustworthy Rental Market: A Blockchain-Based Housing ...

https://www.mdpi.com/2079-9292/14/15/3121

Referenced in 1 query

Review

How Founders Are Using Blockchain for Payments, Identity ...

https://www.startsmartcounsel.com/resource-center/how-founders-are-using-blockchain-for-payments-identity-amp-more

Referenced in 1 query

Review

Beginner's Decentralized Identity Guide for 2025 - Dev.to

https://dev.to/everycred/beginners-decentralized-identity-guide-for-2025-3l51

Referenced in 2 queries

Review

Top 10 Best Blockchain Platforms 2026: Comparison Guide

https://eakdigital.com/top-10-best-blockchain-platforms-2026-comparison/

Referenced in 1 query

Review

Web3 Peer-to-Peer Marketplace: Transforming Digital Commerce

https://metana.io/blog/web3-peer-to-peer-marketplace-transforming-digital-commerce/

Referenced in 1 query

Review

A Deeper Dive Into Blockchain and Storage Capabilities - Wedbush

https://www.wedbush.com/a-deeper-dive-into-blockchain-and-storage-capabilities-a-new-frontier/

Referenced in 1 query

Review

Beyond Airbnb: Exploring Decentralized Short-Term Rentals ...

https://www.researchgate.net/publication/395210987_Beyond_Airbnb_Exploring_Decentralized_Short-Term_Rentals_with_Ethereum_and_IOTA

Referenced in 1 query

Review

Blockchain Supply Chain DApp Project | Beginner to ...

https://www.youtube.com/watch?v=U_ATqUeVm2g

Referenced in 1 query

Pitch Story

Decentralized Identifiers: The Future of Digital Identity - Lightspark

https://www.lightspark.com/glossary/decentralized-identifier-

Referenced in 1 query

Review

Top Blockchain Development Companies in 2026

https://xchange.avixa.org/posts/top-blockchain-development-companies-in-2026

Referenced in 2 queries

Review

2026 STR Market Outlook: The Next Airbnb Growth Cycle - Rabbu

https://rabbu.com/blog/2026-str-market-outlook-why-short-term-rentals-are-entering-their-next-growth-cycle

Referenced in 1 query

Review

Content Engineering

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.

Impact: High

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.

Impact: High

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.

Impact: Medium

Create a dedicated 'Power Host' resource hub to capture the 0% visibility persona segment.

The Cross-Platform Power Host is a high-value user segment that the AI currently does not associate with Rayy's solution set.

Impact: Medium

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Backing

Investors

Orange Fund

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

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