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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Orb

Visibility16

Vibe56

Businesses/Social Media / Web3/Orb

AI Visibility & Sentiment

Orb

Orb is a decentralized, web3-native social application focused on fostering community-driven interactions. It aims to reshape the future of the internet by providing a platform for social engagement within the decentralized web ecosystem.

Active Monitoring

orb.ac

Social Media / Web3

AI Visibility Score

16/100

Invisible

Sentiment Score

56/100

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

Key Takeaways

How AI platforms collectively perceive and describe Orb today.

Orb is currently absent from critical AI-driven discovery paths, failing to capture the narrative in high-intent conversations surrounding decentralized social infrastructure. While competitors like Mastodon and Lens Protocol dominate the search landscape, Orb’s lack of entity recognition prevents it from appearing as a viable solution for users transitioning to Web3 or building community engagement.

Value Proposition

A community-driven social experience built on decentralized infrastructure, prioritizing user ownership and interaction in the web3 space.

Overview

Mission

Shaping the internet of tomorrow through a community-driven, decentralized social application.

Products & Services

Orb Mobile Application (iOS)Orb Mobile Application (Android)Decentralized Social Networking PlatformWeb3 Community Engagement Tools

Current State

Visibility Landscape

A high-level view of how Orb performs across AI platforms, broken down by strategic reach level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	0	0	23	25
Core Topics Product/service category queries	0	0	0	0
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

Mastodon

36 mentions

Lens Protocol

30 mentions

Bluesky

29 mentions

Farcaster

21 mentions

Snapshot

20 mentions

Collab.Land

18 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Moderate traction with Enterprise Strategy Consultants, indicating a potential foothold in professional or B2B-focused Web3 discussions.

Strength

Visibility within Gemini and AI Overviews for foundational 'getting started' queries regarding decentralized networking.

Gap

Total exclusion from 'best of' lists and comparative tool-selection queries where users are actively vetting platforms.

Recommended Actions

Implement a targeted content program focused on 'Web3 community engagement' best practices.

The data shows high search demand for community tools where Orb is currently absent, offering an immediate path to visibility.

Audit and restructure web properties to explicitly map to the 'Enterprise Strategy Consultant' persona's technical requirements.

This segment shows the highest engagement with Orb, suggesting that professional-grade positioning is the most viable path to growth.

Develop comprehensive comparison assets that directly contrast Orb with competitors like Farcaster and Lens.

Competitors are capturing the market by being present in comparative queries; Orb must insert itself into these decision-making conversations.

Content Engineering

Content Ideas

Content designed to help AI agents learn about your category and recommend your brand.

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

Transitioning To Decentralized Social Media(2 queries)

“best decentralized social media apps for people who want to own their data”

0/4 platforms mentioned

Core

ChatGPT

1.Mastodon

2.Pleroma

3.GNU Social

4.Misskey

5.Diaspora*

+9 more

Claude

1.Lens Protocol

2.Diamond App

3.Minds

4.Mastodon

5.Diaspora

+3 more

Gemini

1.Mastodon

2.Diaspora*

3.Minds

4.Steemit

5.Steem

AI Overviews

1.Mastodon

2.Bluesky

3.Lens Protocol

4.Pixelfed

5.Farcaster

+3 more

“how do I get started with decentralized social networking platforms, what apps should I download”

0/4 platforms mentioned

Core

The Decentralized Social Explorer · Full-Stack Developer

ChatGPT

1.Mastodon

2.Misskey

3.Pleroma

4.Pixelfed

5.Whalebird

+5 more

Claude

1.Nostr Protocol

2.Damus

3.AT Protocol

4.Bluesky

5.ActivityPub

+9 more

Gemini

1.Mastodon

2.Tusky

3.Metatext

4.Nostr

5.Amethyst

+5 more

AI Overviews

1.Mastodon

2.Bluesky

3.Pixelfed

4.PeerTube

5.MetaMask

+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.

joinmastodon.org

Web1 ref

Pleroma

indieweb.org

Web1 ref

misskey-hub.net

Web1 ref

Diaspora %28social Network%29

en.wikipedia.org

Wiki1 ref

Friendica

github.com

Code1 ref

Zot Protocol

zotlabs.org

Web1 ref

About

pixelfed.com

Web1 ref

PeerTube

github.com

Code1 ref

Lemmy %28social Network%29

en.wikipedia.org

manyver.se

planetary.social

spritelyproject.org

Top 7 Web3 Social Media DApps

quicknode.com

Web1 ref

Top 5 Web3 Social Media Platforms and Networks in 2026

ninjapromo.io

Web1 ref

Best Decentralised Social Media Platforms In 2026

tradersunion.com

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Orb.

Mastodon36 mentions

Lens Protocol30 mentions

Bluesky29 mentions

Farcaster21 mentions

Snapshot20 mentions

Collab.Land18 mentions

Pixelfed15 mentions

Minds15 mentions

Galxe14 mentions

Guild.xyz13 mentions

Orb4 mentions

Brand Identity

Brand Voice & Style

How AI perceives Orb's communication style and personality

The Orb brand voice is forward-thinking, tech-savvy, and community-oriented. It communicates with a sense of purpose and optimism, positioning itself as a pioneer in the next iteration of the internet while remaining accessible to those exploring web3.

Core Tone Traits

Visionary

Focuses on the future of the internet and the potential of web3.

Community-Centric

Emphasizes the power of collective interaction and decentralized social bonds.

Tech-Forward

Speaks with authority on decentralized technology and modern digital trends.

Accessible

Maintains an inviting tone that encourages new users to join the decentralized movement.

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned March 9, 2026.

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