Pendium
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
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.

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
Agent Breakdown

AI Platforms

How often do different AI platforms reference Created by Humans?

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Conversation Analysis

Topics

What conversations is Created by Humans included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Created by Humans to, and when?

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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

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

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

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

Author Rights Protection & Management(1 query)

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

0/4 platforms mentioned

ChatGPTChatGPT
1.Kobo
2.Digimarc
3.Copyscape
4.LumenDB
5.DMCA.com

+9 more

ClaudeClaude
1.Spawning AI
2.Creative Commons
GeminiGemini
1.Authors Guild
2.Authors Alliance
3.Amazon Kindle Direct Publishing
4.Kobo Writing Life
AI OverviewsAI Overviews
1.The Authors Guild
2.GPTBot
3.CCBot
4.Common Crawl
5.Tumblr

+7 more

Publishing Revenue & Licensing Strategy(1 query)

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

0/3 platforms mentioned

ClaudeClaude
1.Scale AI
2.Together AI
3.Penguin
4.HarperCollins
5.Simon & Schuster
GeminiGemini
1.GPT
2.Google AI
3.DeepMind
4.Meta AI
5.Cohere
AI OverviewsAI Overviews
1.The Authors Guild
2.Publishers Weekly
Evaluating AI Licensing & Rights Platforms(1 query)

“most trusted platforms for AI content licensing”

1/4 platforms mentioned

ChatGPTChatGPT
1.Getty Images
2.Shutterstock
3.Adobe Stock
4.Adobe Creative Cloud
5.Alamy

+24 more

ClaudeClaude
1.Shutterstock
2.Getty Images
3.Adobe Stock
4.Creative Cloud
5.Pond5

+5 more

GeminiGemini
1.Getty Images
2.Shutterstock
3.Adobe Stock
4.Adobe Creative Cloud
5.Adobe

+4 more

AI OverviewsAI Overviews
1.Microsoft Publisher Content Marketplace
2.The Associated Press
3.Vox Media
4.TollBit
5.Defined.ai
17.Created by Humans

+11 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

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.

Gap

Total absence from the 'Protective Independent Author' persona results, indicating a critical failure to reach the very creators the platform is designed to serve.

Gap

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.

Gap

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.

Opportunity

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

Opportunity

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

Opportunity

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'.

Technical Health

Site Health for AI Visibility

How well Created by Humans's website is optimized for AI agent discovery and comprehension.

88/100
17 passed 4 warnings 1 issues
Audited 2/27/2026
Crawlability100

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO73

Titles, descriptions, headings

Content Quality73

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG100

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Critical Issues

!

Page has no H1 heading

Add a single H1 tag as the main page heading.

Warnings

!

2 render-blocking resource(s) detected

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

!

Title is too short (24 characters)

Expand the title to 50-60 characters with descriptive keywords.

!

Meta description is too short (35 characters)

Expand the description to 150-160 characters with a clear value proposition.

!

Content may be too short

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

Want a full technical audit with AI-specific recommendations?

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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

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Created by Humans

1Project Gutenberg18 mentions
2Getty Images13 mentions
3Common Crawl10 mentions
4Internet Archive10 mentions
5Scale AI9 mentions
6Appen9 mentions
7Shutterstock9 mentions
8Adobe Stock8 mentions
9AWS Data Exchange7 mentions
10SyndiGate6 mentions
11Created by Humans3 mentions
Source Intelligence

Citations

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

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

https://www.syndigate.info/fully-licensed-premium-datasets-for-training-llms-and-ai-applications/

Referenced in 2 queries

Review
Top 20 AI Training Data Companies in 2025 - Compared

https://www.oortech.com/blogs/top-20-ai-training-data-companies-in-2025---compared

Referenced in 3 queries

Review
Licensed Fine-Tuning Data for LLMs - Opendatabay

https://www.opendatabay.com/fine-tuning-data-for-llms

Referenced in 1 query

Review
Best Large Language Model (LLM) Data Providers - Datarade

https://datarade.ai/data-categories/large-language-model-llm-data/providers

Referenced in 1 query

Review
Best AI Training Data Providers & Companies 2026 - Datarade

https://datarade.ai/data-categories/ai-ml-training-data/providers

Referenced in 2 queries

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

https://www.linkedin.com/pulse/best-dataset-marketplaces-where-buy-high-quality-data-daniel-shashko-omtvf

Referenced in 1 query

Pitch Story
Top 10 AI Dataset Marketplaces in 2025 - GeeksforGeeks

https://www.geeksforgeeks.org/blogs/top-ai-dataset-marketplaces/

Referenced in 2 queries

Review
Tracking the Licensing of Scholarly Content to LLMs

https://scholarlykitchen.sspnet.org/2024/10/15/licensing-scholarly-content-llms/

Referenced in 2 queries

Review
Off-the-Shelf AI Training Datasets - Appen

https://www.appen.com/ots-datasets

Referenced in 1 query

Review
Top 10 Companies for Collecting Real Human Data - Medium

https://medium.com/@sodevelopment/top-10-companies-for-collecting-real-human-data-b08d2dc8f6c4

Referenced in 1 query

Review
Ultimate List of Data Licensing Deals for AI - Monda

https://www.monda.ai/blog/ultimate-list-of-data-licensing-deals-for-ai

Referenced in 2 queries

Review
Top Text Datasets for Natural Language Processing - Datarade

https://datarade.ai/search/products/text-datasets

Referenced in 1 query

Review
Content Engineering

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.

Impact: High
!

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.

Impact: High
~

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.

Impact: Medium
~

Establish digital PR partnerships with literary agencies and publishing trade bodies.

LLMs rely heavily on third-party validation; being cited by authoritative publishing sources will improve organic recommendation rates across ChatGPT and Claude.

Impact: Medium

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Data generated by Pendium.ai AI visibility scanning. Last scanned February 27, 2026.

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