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Created by Humans
Created by Humans
Visibility5
Vibe86
Businesses/Technology/Created by Humans
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
TechnologyStartups
AI Visibility Score
5/100

Invisible

Sentiment Score
86/100
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
5
OverviewLandscapeInsights & ActionsConversationsCitationsBrand Voice

Is this your business?

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.

Working in your favor

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.

Gaps to close

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.

Opportunities

Displace legacy data sources like Common Crawl by positioning as the only 'rights-cleared' alternative for generative AI training sets.

Capture the 'Author Rights Protection' search intent by developing authoritative guides on how creators can opt-out of unauthorized scraping.

Leverage the existing positive sentiment in AI Overviews to move from lower-page rankings (avg pos 8.7) to the top three citations for 'AI licensing deals'.

Highest-Impact Actions
1

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.

2

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.

3

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.

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

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.

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 priority level — from core brand queries to growth opportunities.

ChatGPTChatGPT
ClaudeClaude
GeminiGemini
AI OverviewsAI Overviews

Reputation1q

Brand recognition & direct queries

97
97
97
97
“What do you know about Created by Humans? What do they do and what's their reputation?”
#1
#1
#1
#1

Core6q

Product/service category queries

0
0
0
39
“where can i buy rights-cleared text datasets for training a large language model”
—
No
No
#4
“how do i stop AI companies from using my books to train their models”
No
No
No
No
“how to negotiate an AI licensing deal for a catalog of books”
—
No
No
No
“most trusted platforms for AI content licensing”
No
No
No
#17
“need high quality book data for AI training that won't get me sued, what platforms sell this”
—
No
No
#5
“find me a rights-cleared content library for training a generative AI”
—
No
No
No

Growth Areas

Adjacent, aspirational & visionary

—
—
—
—
ChatGPT
Claude
Gemini
AI Overviews

“What do you know about Created by Humans? What do they do and what's their reputation?”

ChatGPT#1
Claude#1
Gemini#1
AI Overviews#1

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

ChatGPT—
ClaudeNo
GeminiNo
AI Overviews#4

“how do i stop AI companies from using my books to train their models”

ChatGPTNo
ClaudeNo
GeminiNo
AI OverviewsNo

“how to negotiate an AI licensing deal for a catalog of books”

ChatGPT—
ClaudeNo
GeminiNo
AI OverviewsNo

“most trusted platforms for AI content licensing”

ChatGPTNo
ClaudeNo
GeminiNo
AI Overviews#17

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

ChatGPT—
ClaudeNo
GeminiNo
AI Overviews#5

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

ChatGPT—
ClaudeNo
GeminiNo
AI OverviewsNo
Competitive Landscape
1
Project Gutenberg
18 mentions
2
Getty Images
13 mentions
3
Common Crawl
10 mentions
4
Internet Archive
10 mentions
5
Scale AI
9 mentions
6
Appen
9 mentions
7
Shutterstock
9 mentions
8
Adobe Stock
8 mentions
9
AWS Data Exchange
7 mentions
10
SyndiGate
6 mentions
11
Created by Humans
3 mentions
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

1

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.

2

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.

3

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.

ChatGPTChatGPTClaudeClaudeGeminiGeminiAI OverviewsAI 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
ClaudeClaude
1.Hugging Face Datasets
2.Common Crawl
3.Internet Archive
4.Scale AI
5.Sama

+5 more

GeminiGemini
1.Common Crawl
2.The Pile
3.EleutherAI
4.LAION
5.LAION-5B

+8 more

AI OverviewsAI 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
ClaudeClaude
1.Project Gutenberg
2.Standard Ebooks
3.Internet Archive's Open Libraries
4.JSTOR
5.NY Times
GeminiGemini
1.Project Gutenberg
2.Internet Archive
3.Open Library
4.HathiTrust Digital Library
5.Google Books
AI OverviewsAI 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
ClaudeClaude
1.Common Crawl
2.Project Gutenberg
3.Internet Archive's Open Library
4.LAION
5.Hugging Face
GeminiGemini
1.Project Gutenberg
2.Internet Archive
3.arXiv
4.JSTOR Open Access
5.Creative Commons

+4 more

AI OverviewsAI 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

Copyright Office (copyright.gov)

copyright.gov

Gov1 ref

OpenAI copyright notice form

openai.com

Web1 ref

notus.org

notus.org

Web1 ref
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

Visual Identity

Primary

#A8E6CF

Secondary

#F5896B

Accent

#FFB88C

Background

#FFFFFF

Foreground

#111111

Backing

Investors

F
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.

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Frequently asked questions

Don't see your question? Book a demo and we'll walk you through it.

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.

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 5/100, 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

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.

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