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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Created by Humans

Visibility8

Vibe86

Businesses/Technology/Created by Humans

AI Visibility & Sentiment

Created by Humans

Created by Humans is an AI rights licensing platform that connects authors and publishers with AI developers. The platform enables rights holders to control how their published works are used by AI companies while ensuring fair compensation through negotiated licensing agreements.

Active Monitoring

createdbyhumans.ai

Technology Startups

AI Visibility Score

8/100

Invisible

Sentiment Score

86/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Created by Humans today.

Created by Humans is currently a ghost in the conversational AI landscape, failing to earn a single organic recommendation across ChatGPT, Claude, or Gemini despite its mission-critical role in the industry. While the brand maintains a fragile foothold in Google's AI Overviews for ethical sourcing, it is being completely silenced by legacy entities like Project Gutenberg and Getty Images in the fight for author rights and licensing visibility.

Value Proposition

Empowering authors to take control of their published works in the AI era by providing easy opt-in/opt-out licensing options, negotiated agreements, and transparent compensation tracking

Overview

Mission

Solving authors' key challenges with AI: control over how our work is used by AI companies, the accuracy of outputs referencing our work, and getting compensation for our work's use.

Products & Services

AI licensing rights management platformAuthor dashboard for tracking agreements and paymentsCurated datasets for AI developersRights-cleared content libraryLicensing agreement negotiation services

Current State

Visibility Landscape

A high-level view of how Created by Humans 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	0	18
Core Topics Product/service category queries	—	—	—	—
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

Project Gutenberg

18 mentions

Getty Images

13 mentions

Common Crawl

10 mentions

Internet Archive

10 mentions

Scale AI

9 mentions

Appen

9 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Created by Humans's AI visibility.

Key Findings

Strength

Secures top-tier positioning in 'brand vibe check' queries, showing that LLMs have correctly indexed the company's core mission when asked directly.

Strength

Achieved a 20% mention rate in AI Overviews, specifically surfacing for high-intent queries regarding ethical AI data sourcing and trusted licensing platforms.

Strength

Resonates most effectively with the 'Compliance-Focused AI Training Lead' persona, suggesting that technical and legal audiences are the most likely to encounter the brand currently.

Recommended Actions

Develop a comprehensive 'Author Rights and AI Licensing' knowledge hub.

The brand is currently invisible for author-focused queries; providing high-utility, structured data on these topics will help LLMs associate the brand with rights management.

Execute an LLM optimization campaign targeting 'Ethical AI Data Sourcing' keywords.

Competitors like Scale AI and Appen are winning these queries; Created by Humans must insert itself into these comparisons to reach AI training leads.

Optimize technical documentation for the 'Compliance-Focused AI Training Lead' persona.

This is the only persona showing double-digit visibility; reinforcing this segment will build a foundation of authority that can then be bridged to other audiences.

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

Ethical AI Data Sourcing(3 queries)

“where can i buy rights-cleared text datasets for training a large language model”

0/3 platforms mentioned

Core

Claude

1.Hugging Face Datasets

2.Common Crawl

3.Internet Archive

4.Scale AI

5.Sama

+5 more

Gemini

1.Common Crawl

2.The Pile

3.EleutherAI

4.LAION

5.LAION-5B

+8 more

AI Overviews

1.SyndiGate

2.Opendatabay

3.Nexdata

4.Defined.ai

5.Oxford Languages

+15 more

“need high quality book data for AI training that won't get me sued, what platforms sell this”

0/3 platforms mentioned

Core

The Protective Independent Author · Self-Published Novelist

Claude

1.Project Gutenberg

2.Standard Ebooks

3.Internet Archive's Open Libraries

4.JSTOR

5.NY Times

Gemini

1.Project Gutenberg

2.Internet Archive

3.Open Library

4.HathiTrust Digital Library

5.Google Books

AI Overviews

1.SyndiGate

2.TrainAI

3.RWS

4.Cogito Tech

5.Neudata

+6 more

“find me a rights-cleared content library for training a generative AI”

0/3 platforms mentioned

Core

The Protective Independent Author · Self-Published Novelist

Claude

1.Common Crawl

2.Project Gutenberg

3.Internet Archive's Open Library

4.LAION

5.Hugging Face

Gemini

1.Project Gutenberg

2.Internet Archive

3.arXiv

4.JSTOR Open Access

5.Creative Commons

+4 more

AI Overviews

1.Shaip

2.Bright Data

3.Macgence

4.Cogito Tech

5.Innodata

+4 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.

Fully Licensed Premium Datasets for Training LLMs and AI ...

syndigate.info

Web1 ref

Top 20 AI Training Data Companies in 2025 - Compared

oortech.com

Web1 ref

Licensed Fine-Tuning Data for LLMs - Opendatabay

opendatabay.com

Web1 ref

Best Large Language Model (LLM) Data Providers - Datarade

datarade.ai

Web1 ref

Best AI Training Data Providers & Companies 2026 - Datarade

datarade.ai

Web1 ref

Best Dataset Marketplaces: Where to Buy High-Quality Data in ...

linkedin.com

Social1 ref

Top 10 AI Dataset Marketplaces in 2025 - GeeksforGeeks

geeksforgeeks.org

Web1 ref

Tracking the Licensing of Scholarly Content to LLMs

scholarlykitchen.sspnet.org

Web1 ref

Off-the-Shelf AI Training Datasets - Appen

appen.com

Web1 ref

Top 10 Companies for Collecting Real Human Data - Medium

medium.com

Blog1 ref

Ultimate List of Data Licensing Deals for AI - Monda

monda.ai

Web1 ref

Top Text Datasets for Natural Language Processing - Datarade

datarade.ai

Web1 ref

Gov1 ref

OpenAI copyright notice form

openai.com

Web1 ref

notus.org

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Created by Humans.

Project Gutenberg18 mentions

Getty Images13 mentions

Common Crawl10 mentions

Internet Archive10 mentions

Scale AI9 mentions

Appen9 mentions

Shutterstock9 mentions

Adobe Stock8 mentions

AWS Data Exchange7 mentions

SyndiGate6 mentions

Created by Humans3 mentions

Brand Identity

Brand Voice & Style

How AI perceives Created by Humans's communication style and personality

Created by Humans communicates with a calm, authoritative voice that balances professionalism with accessibility. The brand positions itself as a trusted advocate for creators, using clear and straightforward language that demystifies the complex world of AI licensing. There's an underlying tone of empowerment and protection, reassuring authors that they can navigate the AI landscape while maintaining control. The voice is warm but serious, reflecting the gravity of intellectual property rights while remaining approachable to creative professionals.

Core Tone Traits

Empowering & Protective

Positions authors as having agency and control over their creative works

Clear & Accessible

Simplifies complex licensing concepts without being condescending

Trustworthy & Transparent

Emphasizes openness about processes, agreements, and compensation

Professional yet Warm

Maintains credibility while being approachable to creative professionals

Backing

Investors

Floodgate

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 February 27, 2026.

Explore Technology

The Individual Privacy & Sovereignty Company

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Frequently asked questions

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Empowering authors to take control of their published works in the AI era by providing easy opt-in/opt-out licensing options, negotiated agreements, and transparent compensation tracking

AI Visibility Score

Created by Humans has an AI visibility score of 7/100, rated as invisible. This score reflects how often and how prominently Created by Humans appears in responses from AI assistants like ChatGPT, Claude, and Gemini.

AI Perception Summary

Strengths

Secures top-tier positioning in 'brand vibe check' queries, showing that LLMs have correctly indexed the company's core mission when asked directly.
Achieved a 20% mention rate in AI Overviews, specifically surfacing for high-intent queries regarding ethical AI data sourcing and trusted licensing platforms.
Resonates most effectively with the 'Compliance-Focused AI Training Lead' persona, suggesting that technical and legal audiences are the most likely to encounter the brand currently.

Visibility Gaps

Total absence from the 'Protective Independent Author' persona results, indicating a critical failure to reach the very creators the platform is designed to serve.
Zero visibility across ChatGPT, Claude, and Gemini for non-branded queries, leaving the brand out of the conversation during the research phase of the buyer's journey.
Failing to capture market share for 'Author Rights Protection' and 'Publishing Revenue Strategy' queries, which are currently dominated by competitors like Project Gutenberg and Internet Archive.

Competitors in AI Recommendations

Project Gutenberg: 18 mentions
Getty Images: 13 mentions
Common Crawl: 10 mentions
Internet Archive: 10 mentions
Scale AI: 9 mentions
Appen: 9 mentions
Shutterstock: 9 mentions
Adobe Stock: 8 mentions
AWS Data Exchange: 7 mentions
SyndiGate: 6 mentions
The Authors Guild: 6 mentions
HarperCollins: 6 mentions
Copyright Clearance Center: 6 mentions
Hugging Face Datasets: 5 mentions
Defined.ai: 5 mentions

Categories: Technology

Tags: Startups