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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.

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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.

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RPS AI

Visibility0

Vibe63

Businesses/Decentralized Finance (DeFi)/RPS AI

AI Visibility & Sentiment

RPS AI

RPS AI is a DeFi infrastructure company that builds AI-powered liquidity solutions for decentralized markets on Solana. They offer market making, treasury management, and liquidity analytics tools to help token projects, funds, and liquidity providers optimize their on-chain operations.

Active Monitoring

rpslabs.io

Decentralized Finance (DeFi)Startups

AI Visibility Score

0/100

Invisible

Sentiment Score

63/100

AI Perception

Summary

RPS AI currently functions as a hidden gem known only to those who search for it by name, suffering from a total visibility blackout across intent-driven searches for Solana liquidity and market-making tools. While Claude and AIOverviews recognize the brand during direct inquiries, RPS AI is completely bypassed in favor of competitors like Orca and Raydium when institutional personas seek automated treasury and LP solutions.

Value Proposition

Making decentralized markets more efficient using AI through real-time data infrastructure, AI-powered algorithms, and decentralized liquidity management that scales asset management and liquidity on Solana.

Overview

Mission

We believe that in the new on-chain finance paradigm, AI has an important role to play in ensuring liquidity efficiency in on-chain trading systems such as market making, on-chain FX, options and derivatives.

Products & Services

UltraLiquid MM - AI-powered market making for Solana DEXsUltraLiquid TRM - Treasury management and yield strategiesUltraLP - LP Copilot for real-time liquidity position analyticsStablecoin On-Chain FX TradingSmart Bridging and CLMM Aggregator

Agent Breakdown

AI Platforms

How often do different AI platforms reference RPS AI?

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Conversation Analysis

Topics

What conversations is RPS AI included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend RPS AI 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

Solana Liquidity & Market Making Optimization(3 queries)

“how to automate market making for my solana token, looking for specific platforms”

0/4 platforms mentioned

ChatGPT

1.Solana

2.Serum

3.Orca

4.Raydium

5.Saber

+22 more

Claude

1.Solana

2.Raydium

3.Magic Eden LaunchPad

4.Orca

5.Uniswap v3

+3 more

Gemini

1.Meteora

2.Kamino Finance

3.Orca

4.Hummingbot

5.OpenBook

+12 more

AI Overviews

1.DexScreener

2.DEXTools

3.Smithii Market Maker Bot

4.Solana

5.Bitsgap

+11 more

“best ai-powered market makers for clmms like orca and raydium”

0/4 platforms mentioned

ChatGPT

1.Orca Whirlpools

2.Raydium CLMM

3.GSR

4.Wintermute

5.Cumberland

+13 more

Claude

1.Wintermute

2.Orca

3.Raydium

4.GSR Markets

5.Elixir Protocol

+1 more

Gemini

1.Orca

2.Raydium

3.GSR

4.Wintermute

5.Kamino Finance

+7 more

AI Overviews

1.Orca

2.Raydium

3.Kamino

4.Meteora

5.DLMM

+5 more

“need a hand setting up professional liquidity for a crypto project on solana”

0/3 platforms mentioned

Claude

1.GSR Markets

2.Wintermute

3.Jump Crypto

4.Amber Group

5.Solana Dashboard

+3 more

Gemini

1.Goldman

2.Solana

3.GSR

4.Wintermute

5.USDC

+12 more

AI Overviews

1.Raydium

2.OpenBook

3.Meteora

4.Orca

5.Kamino Finance

+5 more

Institutional Treasury & Yield Management(2 queries)

“help me find a treasury management tool for a solana-based foundation”

0/3 platforms mentioned

Claude

1.Squads Protocol

2.Marinade Finance

3.Messari

4.Gnosis Safe

5.Realms

+2 more

Gemini

1.Squads

2.Squads Protocol

3.Squads Pro

4.SquadsX

5.Snowflake

+13 more

AI Overviews

1.Squads Protocol

2.Pyth

3.Jito

4.Helium

5.Jupiter

+7 more

“how can we automate stablecoin yield strategies and on-chain fx”

0/3 platforms mentioned

Claude

1.Solana

2.Marinade Finance

3.Clockwork

4.Switchboard

5.Pyth Network

+15 more

Gemini

1.Kamino Finance

2.Orca

3.Raydium

4.Meteora

5.Marginfi

+13 more

AI Overviews

1.Aave

2.Morpho

3.Curve

4.Beefy Finance

5.Yearn Finance

+11 more

Real Time LP Analytics & Monitoring(1 query)

“help me find an ai copilot for tracking my lp positions on solana”

0/4 platforms mentioned

ChatGPT

1.Step Finance

2.Phantom

3.Solflare

4.Helius

5.QuickNode

+22 more

Claude

1.Jupiter Terminal

2.Jupiter Swap

3.Marinade Finance

4.Magic Eden

5.Tensor

+5 more

Gemini

1.SonarWatch

2.Raydium

3.Orca

4.Meteora

5.Step Finance

+11 more

AI Overviews

1.Eliza

2.ASCN.AI

3.Byreal

4.Nansen

5.Zerion

+6 more

Institutional DeFi Trust & Partner Evaluation(1 query)

“most trusted on-chain liquidity providers for institutional investors on solana”

0/4 platforms mentioned

ChatGPT

1.Jump Crypto

2.Wintermute

3.GSR

4.Cumberland

5.B2C2

+18 more

Claude

1.Jupiter Aggregator

2.Marinade Finance

3.Raydium

4.Magic Eden

5.Orca

+6 more

Gemini

1.Raydium

2.Orca

3.Meteora

4.Phoenix

5.Ellipsis Labs

+6 more

AI Overviews

1.Jupiter

2.Raydium

3.Orca

4.Kamino Finance

5.Drift Protocol

+10 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Direct brand recognition exists within Claude and AIOverviews, confirming that the brand identity is indexed in the latent space of major LLMs.

Strength

High performance on the 'brand vibe check' indicates that when users already know RPS AI, the AI provides a top-tier summary of their value proposition.

Gap

Zero visibility across critical category queries including 'Solana Liquidity & Market Making Optimization' and 'Institutional Treasury & Yield Management'.

Gap

Total absence of mentions for the 'Token Foundation Treasury Lead' and 'Institutional Crypto Portfolio Manager' personas, who are currently being directed to Wintermute and Hummingbot.

Gap

Failure to appear in any comparisons involving CLMMs like Orca and Raydium, despite these being primary use cases for the brand's technology.

Opportunity

The 'AI-powered market maker' niche is currently underserved by competitors who rely on legacy branding; RPS AI can own this category by aggressively indexing technical content around AI-driven CLMM strategies.

Opportunity

Leverage the high brand-check ranking on Claude to bridge the gap into broader 'Solana DeFi' queries through strategic PR and technical documentation updates.

Technical Health

Site Health for AI Visibility

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

84/100

14 passed 5 warnings 1 issues

Audited 3/2/2026

Crawlability86

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO93

Titles, descriptions, headings

Content Quality47

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG82

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Critical Issues

Content is too thin

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

Warnings

2 render-blocking resource(s) detected

Consider deferring or async-loading non-critical scripts and stylesheets.

Title is too short (28 characters)

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

Few internal links on this page

Add more internal links to related pages on your site.

Missing Open Graph tags for social sharing

Add og:title, og:description, and og:image meta tags.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives RPS AI's communication style and personality

RPS AI communicates with technical authority and professional confidence, speaking directly to sophisticated DeFi participants who understand blockchain infrastructure. The tone is data-driven and results-oriented, emphasizing measurable outcomes like risk-adjusted yields and improved liquidity depth. While highly technical, the brand maintains accessibility through clear explanations of complex concepts and focuses on solving real pain points like volatile launches and slippage. There's an underlying sense of innovation and forward-thinking, positioning AI as the natural evolution of on-chain finance.

Core Tone Traits

Technical & Authoritative

Speaks with deep expertise in DeFi, AI, and liquidity systems using industry-specific terminology

Results-Oriented

Focuses on measurable outcomes like optimized yields, reduced slippage, and improved price stability

Innovative & Forward-Thinking

Positions AI as essential infrastructure for the future of on-chain finance

Professional & Trustworthy

Emphasizes transparency, verified results, and backing from established industry players

Competitive Landscape

Related Ecosystem

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

Orca46 mentions

Raydium42 mentions

Kamino Finance32 mentions

Helius25 mentions

Jupiter24 mentions

Meteora24 mentions

Wintermute23 mentions

Hummingbot19 mentions

GSR16 mentions

Solana15 mentions

RPS AI0 mentions

Source Intelligence

Citations

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

Hummingbot

https://www.hummingbot.io/

Referenced in 1 query

Review

Solana Web3.js

https://github.com/solana-labs/solana-web3.js

Referenced in 1 query

Pitch Story

Jupiter aggregator

https://jup.ag/

Referenced in 1 query

Review

Pyth Network

https://pyth.network/

Referenced in 1 query

Review

Market Maker Bot Solana: Boost your token in 5 minutes

https://smithii.io/en/market-maker-bot-solana/

Referenced in 1 query

Review

Best Solana Volume Bot: boost in 1 minute - Smithii

https://smithii.io/en/solana-volume-bot/

Referenced in 1 query

Review

Solana Market Maker Bot - CryptoNinja0331 - GitHub

https://github.com/CryptoNinja0331/Solana-Market-Maker

Referenced in 1 query

Pitch Story

Helius - Solana's Leading RPC and API Platform

https://www.helius.dev/

Referenced in 1 query

Review

Solana Trading Bot - goodcryptoX

https://goodcrypto.app/solana-trading-bot/

Referenced in 2 queries

Review

Top 10 Solana Sniper Bots in 2026 | Quicknode

https://www.quicknode.com/builders-guide/best/top-10-solana-sniper-bots

Referenced in 2 queries

Review

nmweaver/soltrade: Python trading bot using the Solana blockchain.

https://github.com/nmweaver/soltrade

Referenced in 1 query

Pitch Story

Solana Trading Bot | SOL - Bitsgap

https://bitsgap.com/crypto-trading-bot/solana

Referenced in 1 query

Review

Content Engineering

Recommended Actions

Publish a series of technical deep-dives on 'AI-driven liquidity provision for CLMMs' specifically referencing Orca and Raydium.

LLMs currently associate these protocols with market making; RPS AI must create a documented association with these high-visibility competitors to appear in 'best of' lists.

Impact: High

Develop persona-specific landing pages and whitepapers targeting Token Foundation Treasury Leads.

This specific persona has 0% visibility for RPS AI but is actively served content about competitors like Kamino and Jupiter.

Impact: High

Optimize technical documentation for the term 'AI Copilot for Solana LP' to capture search intent found in real-time analytics queries.

The query 'help me find an ai copilot for tracking my lp positions' is a direct match for RPS AI’s capabilities but currently yields zero mentions.

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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