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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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 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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Upside OS today.

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.

Working in your favor

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

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.

Gaps to close

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

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

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

Opportunities

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.

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

Highest-Impact 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.

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.

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.

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

Current State

Visibility Landscape

A high-level view of how Upside OS 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	97	97	70	97
“What do you know about Upside OS? What do they do and what's their reputation?”	#1	#1	Yes	#1
Core5q Product/service category queries	0	0	0	0
“best ai trading terminals for digital securities and tokenized assets”	No	No	No	No
“best sdks for building a white label crowdfunding platform with built-in tokenization”	No	No	No	No
“most trusted digital securities tokenization platforms and transfer agents in 2026”	—	No	No	No
“help me find a compliant way to move a private fund on-chain, what specific providers should i look at”	—	No	No	No
“how can i add automated trading strategies and liquidity to my investment platform, what apis are available”	—	No	No	No
Growth Areas2q Adjacent, aspirational & visionary	0	0	0	0
“how do i tokenize real estate or private equity in the US without getting in trouble with the SEC”	No	No	No	No
“what's the best way to launch a mirror token program for pre-IPO stocks like SpaceX, what platforms can help”	—	No	No	No

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

Yes

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

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

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

—

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

—

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

—

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

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

—

Competitive Landscape

Securitize

45 mentions

Polymath

24 mentions

Tokeny

24 mentions

Fireblocks

21 mentions

Vertalo

17 mentions

Securitize Markets

16 mentions

tZERO

15 mentions

Polymesh

15 mentions

Anchorage Digital

14 mentions

Coinbase Custody

12 mentions

Upside OS

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

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.

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.

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.

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.

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(3 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

“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

The Compliance-First General Counsel · General Counsel

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

“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

The Compliance-First General Counsel · General Counsel

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

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.

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

mexc.com

Upside OS

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Financial Technology (FinTech)

Start gettingrecommended by AI.

Frequently asked questions

Upside OS

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Financial Technology (FinTech)

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.