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.

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Upside OS

Visibility0

Vibe63

Businesses/Financial Technology (FinTech)/Upside OS

AI Visibility & Sentiment

Upside OS

Upside OS is the operating system for on-chain capital markets, providing compliant tokenization infrastructure, AI-driven trading, and embeddable APIs for platforms to launch digital securities and liquidity. They power tokenized assets for leading platforms including Republic's Mirror Token program for SpaceX and private equity.

Active Monitoring

upside.gg

Financial Technology (FinTech)Startups

AI Visibility Score

0/100

Invisible

Sentiment Score

63/100

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

AI Perception

Summary

Upside OS exists in a state of 'brand isolation,' where AI models can identify the company by name but fail to recommend it in any functional category or solution-based search. This total absence from high-intent queries like 'real estate tokenization' and 'mirror token programs' means the brand is effectively invisible during the critical discovery phase where competitors like Securitize and Polymath are winning.

Value Proposition

Launch compliant tokenized assets and AI trading in days not months with SEC-registered Transfer Agent infrastructure, embeddable UIs/APIs, and profitable liquidity solutions

Overview

Mission

Building the operating system for on-chain capital markets to unlock liquidity, collaboration and prosperity

Products & Services

Compliant digital securities tokenizationAI trading terminal and automated strategiesSEC-registered Transfer Agent servicesEmbeddable SDKs and APIs for platformsSmart fund tokenized vaults

Agent Breakdown

AI Platforms

How often do different AI platforms reference Upside OS?

Loading explorer...

Conversation Analysis

Key Topics

What conversations is Upside OS included in — or excluded from?

Loading explorer...

Buyer Personas

Personas

Who does each AI platform recommend Upside OS to, and when?

Loading explorer...

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

Real World Asset (RWA) Tokenization Strategy(10 queries)

“how do i tokenize real estate or private equity in the US without getting in trouble with the SEC”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Perkins Coie

2.Cooley LLP

3.Gunderson Dettmer

4.Anderson Kill

5.Ethereum

+26 more

Claude

1.Equify

2.Republic

3.Forge

4.Databox

5.Securitize

+4 more

Gemini

1.Securitize

2.Tokeny

3.T-REX

4.Vertalo

5.Republic

+12 more

AI Overviews

1.Morgan Lewis

2.Oberheiden P.C.

3.Harris Sliwoski LLP

4.Antier Solutions

5.Coinbase Custody

+4 more

“how do i tokenize real estate or private equity in the US without getting in trouble with the SEC”

0/3 platforms mentioned

Adjacent

Claude

1.Telegram

2.TON

3.Poloniex

4.Vertalo

5.Securitize

+8 more

Gemini

1.Securitize

2.KKR

3.Hamilton Lane

4.Vertalo

5.Oasis Pro

+7 more

AI Overviews

1.JD Supra

2.Dilendorf Law Firm

3.Primior

4.Foley & Lardner LLP

“how do i tokenize real estate or private equity in the US without getting in trouble with the SEC”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Securitize

2.Stripe Identity

3.CoinList

4.VerifyInvestor

5.CertiK

+18 more

Claude

1.Polymath

2.Tokeny

3.Fidelity

4.Coinbase Custody

Gemini

1.Securitize

2.Securitize iD

3.Tokeny

4.T-REX platform

5.Vertalo

+7 more

AI Overviews

1.Morgan Lewis

2.Fenwick

3.K&L Gates

4.Sidley

“how do i tokenize real estate or private equity in the US without getting in trouble with the SEC”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Jumio

2.Onfido

3.Persona

4.Securitize

5.Tokensoft

+24 more

Claude

1.Polymesh

2.Centrifuge

3.Fireblocks

4.Anchorage

5.Securitize

+11 more

Gemini

1.ERC-3643

2.T-REX Protocol

3.ERC-1404

4.Securitize

5.Securitize Markets

+10 more

AI Overviews

1.Norton Rose Fulbright

2.Harris Sliwoski LLP

3.Greenberg Traurig

4.A.CRE

5.The Block

+3 more

“what's the best way to launch a mirror token program for pre-IPO stocks like SpaceX, what platforms can help”

0/3 platforms mentioned

Adjacent

Claude

1.SpaceX

2.Securitize

3.Vertalo

Gemini

1.Securitize, Inc.

2.Vertalo

3.Oasis Pro Markets

4.Anchorage Digital

5.Mirror Protocol

+5 more

AI Overviews

1.SpaceX

2.Republic

3.rSPAX

4.MSX (Maitong)

5.ByteDance

+4 more

“what's the best way to launch a mirror token program for pre-IPO stocks like SpaceX, what platforms can help”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Securitize

2.Securitize Markets

3.Tokeny

4.T-REX

5.Tokeny Connect

+19 more

Claude

1.Polymath

2.Tokeny

3.Mirror Protocol

4.Terra

5.Ondo Finance

+6 more

Gemini

1.Securitize

2.Securitize iD

3.Securitize Markets

4.Tokeny

5.ERC-3643

+12 more

AI Overviews

1.MEXC

2.Republic

3.rSpaceX

4.MetCorp MSX

5.Securitize

+3 more

“what's the best way to launch a mirror token program for pre-IPO stocks like SpaceX, what platforms can help”

0/3 platforms mentioned

Adjacent

Claude

1.Synthetix

2.UMA Protocol

3.dYdX v4

4.Forge

5.Carta

+8 more

Gemini

1.SpaceX

2.ERC-3643

3.T-REX Protocol

4.ONCHAINID

5.ERC-1400

+19 more

AI Overviews

1.Crowdfund Insider

2.SpaceX

3.rSpaceX

4.Forge Global

5.Solana

+8 more

“help me find a compliant way to move a private fund on-chain, what specific providers should i look at”

0/3 platforms mentioned

Core

Claude

1.Securitize

2.Vertalo

3.Carta Nebula

4.Fidelity Digital Assets

5.Anchorage Digital

+3 more

Gemini

1.Securitize

2.Securitize iD

3.Vertalo

4.Vstock Transfer

5.Anchorage Digital

+13 more

AI Overviews

1.Securitize

2.BlackRock

3.BUIDL fund

4.Tokeny

5.Zoniqx

+8 more

“help me find a compliant way to move a private fund on-chain, what specific providers should i look at”

0/4 platforms mentioned

Core

ChatGPT

1.Securitize

2.Tokeny

3.TokenSoft

4.Vertalo

5.Fireblocks

+20 more

Claude

1.Securitize

2.Polymath

3.Centrifuge

4.Polkadot

5.Ondo Finance

Gemini

1.Securitize

2.Securitize ID

3.Securitize Markets

4.Tokeny

5.ERC-3643

+11 more

AI Overviews

1.Securitize

2.Tokeny

3.Centrifuge

4.Taurus

5.NAV Fund Services

+2 more

“help me find a compliant way to move a private fund on-chain, what specific providers should i look at”

0/3 platforms mentioned

Core

Claude

1.Fireblocks

2.Anchorage Digital

3.Copper

4.OpenZeppelin Governor

5.Fidelity Digital Assets

+9 more

Gemini

1.Tokeny

2.T-REX Protocol

3.ERC-3643

4.On-chainID

5.Securitize

+22 more

AI Overviews

1.XBTO

2.Securitize

3.Tokeny

4.Polymesh

5.Polymath

+7 more

AI Powered Trading & Liquidity Integration(6 queries)

“best ai trading terminals for digital securities and tokenized assets”

0/4 platforms mentioned

Core

ChatGPT

1.Securitize Markets

2.tZERO

3.Overstock

4.SIX Digital Exchange

5.SDX

+29 more

Claude

1.TradingView

2.3Commas

3.Algotech

4.Bloomberg Terminal

5.Refinitiv Eikon

+5 more

Gemini

1.INX One

2.INX

3.Dash 2 Trade

4.D2T

5.Talos

+5 more

AI Overviews

1.AlgosOne

2.MetaTrader 5

3.MT5

4.MQL5

5.QuantConnect

+8 more

“best ai trading terminals for digital securities and tokenized assets”

0/3 platforms mentioned

Core

Claude

1.Broctagon Fintech

2.Broctagon Technologies

3.AlphaPoint

4.Fideum Terminal

5.3Commas

+1 more

Gemini

1.IX Swap

2.Uniswap

3.Securitize Markets

4.Securitize

5.Dash 2 Trade

+3 more

AI Overviews

1.TradeStation

2.Insights AI

3.Alpaca

4.Instant Tokenization Network

5.Bloomberg Terminal

+9 more

“best ai trading terminals for digital securities and tokenized assets”

0/3 platforms mentioned

Core

Claude

1.Bloomberg Terminal

2.MarketAxess

3.Intercontinental Exchange

4.Numerix

5.Chainlink

+7 more

Gemini

1.Securitize

2.Securitize Markets

3.tZERO

4.Talos

5.Bloomberg

+5 more

AI Overviews

1.IAESIR Finance

2.Tickeron

3.3Commas

4.SmartTrade

5.AlgosOne

+3 more

“best ai trading terminals for digital securities and tokenized assets”

0/3 platforms mentioned

Core

Claude

1.Aura Finance Terminal

2.Orca Trade

3.Solana

4.Fireblocks Terminal Suite

5.Anchorage Pro Desktop

+4 more

Gemini

1.Terminal7

2.Kaito AI

3.Bloomberg Terminal

4.Maitree

5.DexCheck

+8 more

AI Overviews

1.Zoniqx

2.XDCBot

3.QuantConnect

4.Tickeron

5.3Commas

+5 more

“how can i add automated trading strategies and liquidity to my investment platform, what apis are available”

0/3 platforms mentioned

Core

Claude

1.1inch Fusion API

2.Cowswap

3.CoW Protocol

4.Uniswap v4

5.Genesis Global Capital

+11 more

Gemini

1.Talos

2.Coinbase Prime

3.FalconX

4.FalconX 360

5.Securitize Markets

+12 more

AI Overviews

1.Interactive Brokers

2.IBKR

3.B2C2

4.Cumberland

5.Galaxy Digital

+15 more

“how can i add automated trading strategies and liquidity to my investment platform, what apis are available”

0/4 platforms mentioned

Core

ChatGPT

1.Securitize

2.Securitize Markets

3.Tokeny

4.Polymath

5.tZERO

+41 more

Claude

1.0x Protocol

2.1inch API

3.Uniswap V4

4.Alpaca Markets API

5.Interactive Brokers API

+7 more

Gemini

1.Securitize Markets API

2.Securitize

3.tZERO API

4.0x Protocol

5.0x API

+10 more

AI Overviews

1.WhiteBIT

2.Cumberland

3.Galaxy Digital

4.Coincub

5.Polygon.io

+2 more

Infrastructure For Developers & Platform Builders(2 queries)

“best sdks for building a white label crowdfunding platform with built-in tokenization”

0/4 platforms mentioned

Core

ChatGPT

1.OpenZeppelin

2.Hardhat

3.Truffle

4.thirdweb

5.Anchor

+38 more

Claude

1.Thirdweb SDK

2.OpenZeppelin Contracts

3.Moralis Web3 SDK

4.Stripe Connect

5.Razorpay

+10 more

Gemini

1.Tokeny

2.ERC-3643

3.T-REX Protocol

4.DigiShares

5.Securitize

+12 more

AI Overviews

1.Tokeny Solutions

2.ERC-3643

3.T-REX

4.Polymath

5.Polymesh

+18 more

“best sdks for building a white label crowdfunding platform with built-in tokenization”

0/3 platforms mentioned

Core

Claude

1.Thirdweb SDK

2.Moralis SDK

3.Alchemy SDK

4.OpenZeppelin Contracts

5.Hardhat

+5 more

Gemini

1.Tokeny

2.ERC-3643 Standard

3.ONCHAINID

4.Securitize

5.Securitize iD

+13 more

AI Overviews

1.Tokeny Solutions

2.T-REX

3.Polymath

4.Polymesh

5.Securitize

+15 more

Trust & Reviews In Digital Securities(2 queries)

“most trusted digital securities tokenization platforms and transfer agents in 2026”

0/3 platforms mentioned

Core

Claude

1.Polymath

2.Polymesh

3.Securitize

4.Carta

5.Locked

+9 more

Gemini

1.Securitize

2.BlackRock

3.BUIDL fund

4.Ethereum

5.Polygon

+19 more

AI Overviews

1.BlackRock

2.BUIDL

3.Securitize

4.Polymath

5.Polymesh

+9 more

“most trusted digital securities tokenization platforms and transfer agents in 2026”

0/3 platforms mentioned

Core

Claude

1.Securitize DS

2.Vertalo

3.Carta

4.Equinix Trust Company

5.Fireblocks

+1 more

Gemini

1.Securitize, Inc.

2.Securitize

3.Securitize iD

4.BlackRock

5.BUIDL fund

+11 more

AI Overviews

1.Securitize

2.BlackRock

3.BUIDL

4.Polymath

5.Tokeny

+8 more

Brand Perception

What AI Really Thinks

We asked each AI platform directly about Upside OS to understand how they perceive the brand. These responses back up the Sentiment Score and reveal tone, accuracy, and blind spots across platforms and personas.

1Positive

3Neutral

0Negative

across 4 responses

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

ChatGPT

Neutral

“…Short answer: I don’t have a verified company profile for a business called exactly “Upside OS” in my training data through June 2024.…”

Claude

Neutral

“…I don't have specific information about a company or project called "Upside OS" in my training data.…”

Gemini

Neutral

No snippet captured

AI Overviews

Positive

“…Upside OS (operating as Upside) is a financial technology company specializing in the infrastructure for on-chain capital markets. It is often referred to as an "Operating System" for tokenized real-world assets (RWAs) and digital securities.…”

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Successful indexing for direct brand queries ('vibe check') across ChatGPT, Claude, and AIOverviews, maintaining #1 rank for brand-specific searches.

Strength

Established brand identity within the LLM training data, ensuring that when a user specifically asks about 'Upside OS,' the models can provide an accurate description.

Gap

Zero visibility in the Real-World Asset (RWA) Tokenization Strategy sector, specifically failing to appear for queries regarding private equity and mirror token programs.

Gap

Complete exclusion from infrastructure-led searches for 'best SDKs for white label crowdfunding,' leaving the Blockchain Solutions Architect persona underserved.

Gap

Lack of presence in 'trust and compliance' rankings, allowing Securitize and Tokeny to dominate the Compliance-First General Counsel persona.

Opportunity

Capitalize on the existing but narrow brand recognition by linking the brand name to specific technical solutions like 'on-chain private fund migration' in public-facing documentation.

Opportunity

Target the emerging AI-powered trading and liquidity niche where competitors are less entrenched compared to the saturated RWA space.

Technical Health

Site Health for AI Visibility

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

86/100

14 passed 2 warnings 2 issues

Audited 3/2/2026

Crawlability100

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO79

Titles, descriptions, headings

Content Quality60

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG82

Open Graph, Twitter cards

AI Readability100

How well AI can parse your content

Critical Issues

Page has no H1 heading

Add a single H1 tag as the main page heading.

Content is too thin

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

Warnings

3 render-blocking resource(s) detected

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

Title may be truncated in search results (73 characters)

Shorten the title to under 60 characters.

Meta description may be truncated (210 characters)

Shorten to under 160 characters.

Few headings on page

Add more H2 and H3 headings to organize content into sections.

Few internal links on this page

Add more internal links to related pages on your site.

+ 1 more warnings

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Upside OS's communication style and personality

Upside OS communicates with authoritative expertise in blockchain and capital markets while remaining accessible to both technical and business audiences. The tone is confident and forward-thinking, positioning the company as pioneers in on-chain finance. They balance technical sophistication with practical business outcomes, emphasizing speed, compliance, and profitability. The voice conveys institutional credibility through regulatory credentials while maintaining the innovative energy of Web3.

Core Tone Traits

Authoritative & Expert

Demonstrates deep knowledge of securities law, blockchain technology, and capital markets

Innovation-Forward

Positions as pioneers building the future of on-chain finance

Compliance-Confident

Emphasizes regulatory credibility and SEC-registered status as competitive advantage

Results-Oriented

Focuses on practical outcomes like speed to market, profitability, and liquidity

Competitive Landscape

Related Ecosystem

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

Securitize45 mentions

Polymath24 mentions

Tokeny24 mentions

Fireblocks21 mentions

Vertalo17 mentions

Securitize Markets16 mentions

tZERO15 mentions

Polymesh15 mentions

Anchorage Digital14 mentions

Coinbase Custody12 mentions

Upside OS0 mentions

Source Intelligence

Citations

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

How to Launch a Real Estate Tokenization Platform in 2026: A Practical Guide

https://www.mexc.com/news/806307

Referenced in 1 query

Review

Real Estate Tokenization, Part II: From Concept to Execution

https://www.adventuresincre.com/real-estate-tokenization-part-ii-from-concept-to-execution/

Referenced in 1 query

Review

How to Tokenize Real Estate Interests in a Legally Compliant ...

https://harris-sliwoski.com/blog/how-to-tokenize-real-estate-interests-in-a-legally-compliant-way/

Referenced in 1 query

Review

PPM Tokenization | Oberheiden P.C.

https://federal-lawyer.com/securities-litigation/investment-lawyer/ppm/tokenization/

Referenced in 1 query

Review

Tokenized Securities Compliance: Key Rules - RWA.io

https://www.rwa.io/post/tokenized-securities-compliance-key-rules

Referenced in 1 query

Review

Rules 506(c) and 506(b) Explained for Investors - Willow Wealth

https://www.willowwealth.com/blog/article/506c-vs-506b

Referenced in 1 query

Review

SEC Clarifies Federal Securities Law Treatment of Tokenized Securities – Publications

https://www.morganlewis.com/pubs/2026/02/sec-clarifies-federal-securities-law-treatment-of-tokenized-securities

Referenced in 2 queries

Review

506(b) vs 506(c): Which Path for Your Next Raise?

https://gowercrowd.com/real-estate-syndication/506b-vs-506c-guide

Referenced in 1 query

Review

Navigating the SEC’s Recent Statement on Tokenized Securities

https://natlawreview.com/article/navigating-secs-recent-statement-tokenized-securities

Referenced in 1 query

Review

Legal Guide to Real-World Assets (RWA) Tokenization

https://www.buzko.legal/content-eng/legal-guide-to-real-world-assets-rwa-tokenization

Referenced in 1 query

Review

Real Estate Tokenization: Why Entrepreneurs Are Launching Digital Property Platforms in 2026

https://www.mexc.com/news/815920

Referenced in 1 query

Review

506(b) Real Estate Syndication - CRE Lawyer

https://www.cre.law/what-is-the-difference-between-a-506-c-and-506b-real-estate-syndication/

Referenced in 1 query

Review

Content Engineering

Recommended Actions

Publish comprehensive technical guides and case studies specifically titled 'Mirror Token Programs for Private Equity.'

The brand is currently invisible for these specific high-intent RWA strategy queries while competitors are cited frequently.

Impact: High

Optimize developer documentation and landing pages for 'Blockchain Solutions Architects' focusing on SDK integration and white-label architecture.

Upside OS currently has a 0% mention rate among technical personas who drive platform selection for crowdfunding infrastructure.

Impact: High

Create a 'Compliance-First' content series addressing US-specific tokenization regulations.

General Counsels are a key persona where Upside OS is currently being ignored in favor of platforms perceived as more 'trusted' or established.

Impact: Medium

Distribute partnership news and technical deep-dives focused on 'AI trading terminals and liquidity integration.'

This is a specialized query set where the brand can gain a foothold and differentiate itself from legacy tokenization players.

Impact: Medium

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Orange Fund

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

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