01
Map Your Ecosystem
See who actually leads your market and where the open ground is, built on an independent dataset that keeps growing every week.
Content Intelligence for better LLM Visibility
AI Overviews are already cutting into your organic clicks. See exactly which topics to own before your competitors do.
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People now get answers from LLMs.
Crownded helps you appear in their answers, and makes sure they deliver your message.
See it in action
The same question. Two very different answers.
Without Crownded
Give me a content intelligence profile for hubspot.com
I don't have live access to hubspot.com's backlink profile, authority score, or content coverage. For that kind of analysis, dedicated SEO platforms like Ahrefs, SEMrush, or Moz track domain-level metrics you can benchmark over time.
Sources
ahrefs.com
semrush.com
moz.com
With Crownded
Give me a content intelligence profile for hubspot.com
Crownded pulls hubspot.com's full topical footprint straight from the knowledge graph: authority, backlink strength, and every cluster it owns, cross-referenced against the domains already sending it authority.
1.0
Authority score
48.6k
Topics covered
1,390
Kingmakers
Top clusters
marketing1.9k
sales1.0k
customer796
Sources
crownded.com
VS
Without Crownded
Which are the most cited marketing automation vendors?
I don't have live citation-tracking data for AI search engines. For a snapshot of the market, you could check review sites like G2 or Capterra, but that reflects reviews, not what LLMs actually cite.
Sources
g2.com
capterra.com
With Crownded
Which are the most cited marketing automation vendors?
Crownded ranks every domain in the space by authority, share of voice, and content coverage, straight from the ecosystem map.
Ranked by authority
hubspot.com61%
activecampaign.com18%
klaviyo.com12%
marketo.com9%
Sources
crownded.com
VS
Without Crownded
What content am I missing compared to my competitors?
I can compare themes if you paste in competitor content, but I don't have a structured way to identify specific coverage gaps at scale, that takes manual side-by-side research.
Sources
manual research
With Crownded
What content am I missing compared to my competitors?
Crownded compares your topic coverage against every competitor in your ecosystem, and flags exactly what's open, contested, or already owned.
Topics to prioritize
Marketing AutomationOpen
Social Media MarketingContested
Customer Data PlatformsOwned
Email DeliverabilityOpen
Sources
crownded.com
VS
Without Crownded
For which questions would https://crownded.com get cited?
I don't have visibility into what queries would surface this specific page in AI-generated answers. That would take manually testing prompts across models and tracking which ones return this URL.
Sources
manual testing
With Crownded
For which questions would https://crownded.com get cited?
Crownded matches this page's real assertions against thousands of tracked queries, and ranks which ones are citation-ready.
Queries that would cite this page
How do I see which topics my competitors already own?Strong
What tool predicts which pages LLMs will cite?Strong
How is GEO different from SEO?Contested
Sources
crownded.com
VS
Without Crownded
Which pages are most likely to be cited for the query: "What is the best content intelligence platform for LLM visibility?"
I can't predict which specific pages will get cited for a query like this. Citation patterns shift with how each model retrieves and ranks sources, you'd need to monitor outputs across models over time to see what actually gets referenced.
Sources
ahrefs.com
semrush.com
With Crownded
Which pages are most likely to be cited for the query: "What is the best content intelligence platform for LLM visibility?"
Crownded scores every candidate page by matching the query against real assertions extracted from it, then ranks by predicted citation likelihood, validated against real LLM citation data.
#1
Predicted rank
Strong
Confidence
296
Real citations validated on
Predicted ranking
crownded.com (your page)Strong
tryprofound.comStrong
geoly.aiContested
peec.aiContested
Sources
crownded.com
VS
Connects to, via MCP
ChatGPT
Claude
Gemini
Ahrefs
+ more
How It Works
From market map to closed gap
02
Dive into AI Point of View
See how LLMs read that market today: which pages get cited, on which models, and what a real reader's intent and expectations look like before they ever hit your page.
03
Let Agents Close the Gap
Once the gap is found, agents identify who to target for authority and draft the brief, so the work moves without waiting on a full content team.
Platform
See your market. Then act on it.
01
Map Your Ecosystem
220M+ backlinks analyzed to help you:
- Identify your true competitors. See who actually leads your market and on which topics, not just the three names you already had in mind.
- Uncover blind spots and opportunities. Every gap comes ranked and ready to prioritize, so your next piece targets ground nobody owns yet.
- Spot the kingmakers behind your topics. Find the domains already sending authority to your competitors, before you need to ask who to contact.
Territory Leaderboard
edenai.co50%
tryprofound.com14%
openai.com9%
litellm.ai7%
02
Dive into AI Point of View
Step into the other side of the screen. See how LLMs actually perceive content, yours and your competitors'.
- Decode reader intent and persona. Know what a real reader needs to see before they convert, not just whether a page ranks.
- Build every query from real assertions, not guesses. Every prediction is grounded in claims actually extracted from the page, not a generic keyword match.
- Compare citations across models. See who gets cited on ChatGPT, Claude, and AI Search for the same question, so you know exactly where the gap is.
Same query, 3 models
ChatGPTcites hubspot.com
Claudecites zapier.com
AI Searchno citation yet
→ open on 1 of 3 models
03
Let Agents Close the Gap
A system that works for you, from watching the market to publishing the fix.
- 24/7 monitoring. Catch new publications and page changes as they happen, not weeks later.
- Content briefs, drafted and prioritized automatically. Every open opportunity comes with a brief ready to hand to a writer, or to yourself.
- Kingmaker outreach, with the storytelling already written. Know exactly who to contact next, and what to say.
Kingmakers to Target · Refreshed weekly
techcrunch.com0.94
searchengineland.com0.89
contentmarketinginstitute.com0.83
→ Brief drafted for techcrunch.com outreach
01
Map Your Ecosystem
220M+ backlinks analyzed to help you:
- Identify your true competitors. See who actually leads your market and on which topics, not just the three names you already had in mind.
- Uncover blind spots and opportunities. Every gap comes ranked and ready to prioritize, so your next piece targets ground nobody owns yet.
- Spot the kingmakers behind your topics. Find the domains already sending authority to your competitors, before you need to ask who to contact.
02
Dive into AI Point of View
Step into the other side of the screen. See how LLMs actually perceive content, yours and your competitors'.
- Decode reader intent and persona. Know what a real reader needs to see before they convert, not just whether a page ranks.
- Build every query from real assertions, not guesses. Every prediction is grounded in claims actually extracted from the page, not a generic keyword match.
- Compare citations across models. See who gets cited on ChatGPT, Claude, and AI Search for the same question, so you know exactly where the gap is.
03
Let Agents Close the Gap
A system that works for you, from watching the market to publishing the fix.
- 24/7 monitoring. Catch new publications and page changes as they happen, not weeks later.
- Content briefs, drafted and prioritized automatically. Every open opportunity comes with a brief ready to hand to a writer, or to yourself.
- Kingmaker outreach, with the storytelling already written. Know exactly who to contact next, and what to say.
Territory Leaderboard
edenai.co50%
tryprofound.com14%
openai.com9%
litellm.ai7%
Same query, 3 models
ChatGPTcites hubspot.com
Claudecites zapier.com
AI Searchno citation yet
→ open on 1 of 3 models
Kingmakers to Target · Refreshed weekly
techcrunch.com0.94
searchengineland.com0.89
contentmarketinginstitute.com0.83
→ Brief drafted for techcrunch.com outreach
From the blog
Latest thinking on GEO
GEO
What Generative Engine Optimization actually means for content teams
SEO got you ranked. GEO gets you cited. Here's what changes in how you plan content.
ProductHow we identify the domains LLMs actually cite
A look inside the corpus behind Crownded's authority scoring: what we index and why.
StrategyContent gaps vs. keyword gaps: why they're not the same thing
Ranking for a keyword and owning a topic are different games. Most teams still play the first one.
FAQ
Common questions
What is GEO, and how is it different from SEO?
SEO optimizes for ranking in search results. GEO (Generative Engine Optimization) optimizes for being cited inside AI-generated answers, a different signal driven by topical authority rather than keywords alone.
Do I need to install anything on my site?
No. Crownded analyzes public content and citation patterns from the outside. Enter a domain and get a report, no script or integration required.
How often is the data refreshed?
The corpus refreshes weekly across the domains we track, so authority scores and content gaps reflect what's currently happening in your space.
Can I track competitors, not just my own domain?
Yes. That's the core use case. Crownded is built for competitive and market intelligence: who's already covering a topic, and where the openings are.