ContentGrapher maps your content's concept structure, diagnoses what AI can retrieve and what's structurally missing, and tells you exactly what to write next.
How an LLM traverses your page — dashed nodes are concepts a retrieval pass would expect but didn't find.
Free to start. Pay when it's useful. 5 free analyses, then from $29 for a first client review. No subscription. Analyses valid 12 months.
Your content has blind spots.
AI can't retrieve what it can't connect.
ContentGrapher maps the gaps.
“When someone asks ChatGPT a question in your domain, the model isn't running a keyword search — it's reading content. If your concept structure is weak, you don't just rank lower; you may not appear at all.”
Sentence-level instructions: what to add, what to clarify, which relationships to make explicit. Not a grade. Not a keyword list. A brief your writers can act on today.
ContentGrapher doesn't just find gaps. It tells you which topics are core to your page's retrieval role, which are supportive context, and which are pulling you off-scope. Stop writing everything — write what matters.
Map the concept graph your content actually contains: what's well-integrated, what's weakly connected, what's missing entirely.
Discover which concepts your content implies but never states, and which relationships an AI would need to retrieve and cite you accurately.
Paste a URL
↓ content fetched from any public URL, no account neededYour concept graph appears
↓ integration state per concept, 8 diagnostic dimensionsGet your writing brief
↓ exact sentences to add, page architecture, delta view — sign in to save your historyIn our model, every page has one dominant job in the retrieval ecosystem. ContentGrapher identifies it.
Mixed-role pages compete with themselves — a page that both explains and guides rarely earns either citation cleanly.
Is this page scoped correctly? No other tool answers this. The Boundary Layer tells you which concepts to deepen here — and which to move to their own page before they dilute the signal you're trying to build.
This is what an analysis looks like. Real output structure — concept states, coverage matrix, writing guidance, all concept-specific.
ContentGrapher maps your page's concept structure — solid nodes are what you cover, dashed nodes are what's missing.
Coverage isn't completeness. Matching your competitors' keyword list doesn't tell you whether your explanation makes sense on its own.
Knowing you're not being cited doesn't tell you why. ContentGrapher answers the prior question.
We don't write content. We tell you what's missing from what you've already written.
ContentGrapher is for content teams who already care about quality and want to make sure that quality is legible to the systems now doing the finding.
Watch the gap close — analysis by analysis
After you edit, run the analysis again. ContentGrapher shows you concept by concept what changed: what moved from underexplained to well-integrated, what's still missing, what's new. It turns a one-time audit into an ongoing standard.
Start free — 5 analyses, no card required. When you're ready, packs start at $29.
Starts with your 5 free analyses
If you charge for content strategy, a single recommendation backed by a ContentGrapher analysis is worth more than the pack costs.
Run a Full AuditStarts with your 5 free analyses
Starts with your 5 free analyses
Analyses valid for 12 months from purchase.
No subscription. No monthly commitment. Built for people who bill by the deliverable, not by the month.
All analyses stored in your history — re-analyze any page, any time.
Every other tool in this category is built on correlation — matching what's ranking. ContentGrapher is built on first principles — mapping what your topic and audience actually require.
Every URL you analyze is saved to your dashboard — concept graph, structural gaps, writing brief. Re-run after edits and see exactly what closed. Paste a URL to start, no account needed. You have 5 free full analyses to see whether this changes how you work.
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