Content Analysis

Your content's most important reader
doesn't have eyes.

Content Analysis tells you if AI can read your page, and if it's built to get cited. Before you publish, and every day after.

Two moments, one system

Analyze before you ship. Monitor after you do.

BEFORE YOU PUBLISH

Pre-publish analysis

Paste a draft or a URL and see how an answer engine will read it, before it goes live. Catch what's holding it back while you can still fix it.

  • Score a draft against the topic AI is answering
  • See what a crawler would keep vs skip
  • Fix structure, claims, and framing pre-launch
AFTER YOU PUBLISH

Post-publish monitoring

Once it's live, Content Analysis keeps watching: is the page still reachable, still cited, still winning the answer? Re-checks run as engines re-crawl.

  • Continuous reachability & citation tracking
  • Alerts when access or structure regresses
  • Confirm a change actually moved visibility
What one analysis looks like

Every page, scored on 8 checks

Five checks on the content itself, three on how it's published, one clear read on whether AI will cite it.

yourbrand.com/blog/best-project-management-tools-2026
1,620 words · Analyzed Aug 2026 · Topic: Project management tools, Recommender
Looking good

Strong fit for this topic

This article closely answers what people ask AI here, a strong candidate to be cited. Two content checks have room to improve before it's a lock.

CONTENT
Does it cover the questions AI asks? Looking good
Is this the kind of article AI cites here? Looking good
Does it help your brand, without sounding like an ad? Room to improve
Is it structured to get cited? Room to improve
Is it easy to read? Looking good
PUBLISHING
Can AI even reach this page? Looking good
Is the page technically AI-readable? Looking good
How often does AI already cite this domain? Looking good

Illustrative report, sample data.

Inside a check

Not a score you have to trust, evidence you can act on

CITATION-TYPE FIT

What kind of page AI actually cites for this topic, and where yours fits.

Product / service page
26%
Listicle / best-of
24%
Blog / article (you)
17%
Comparison (vs) page
12%
News article
9%
Docs / knowledge base
6%
STRUCTURED TO GET CITED

The signals engines look for when they decide what to quote.

6
Statistics & data
14
Source citations
0
Quotations
21
Headings
33
Lists
0
Tables

Add quotations and a comparison table, the fastest GEO wins here.

CAN AI REACH THIS PAGE?

Every major AI crawler, checked against your robots rules.

GPTBot
OAI-SearchBot
ClaudeBot
Claude-User
Google-Extended
PerplexityBot
CCBot
Applebot-Extended
CITATION STANDING

How much AI already trusts the domain you're publishing on.

#1of 1,180 domains AI cites for your brand, top 1%
7,400
AI answers it appears in
72%
actually cited when it appears
From findings to fixes

Every check ends in an action plan

No vanity score. Each finding becomes a prioritized recommendation you can send straight to Content Hub.

Add a citable subsection covering the exact feature AI keeps asking about, with specifics and a source link.High impact
Add a short quotation from an authoritative source, a proven lever for getting cited.High impact
Soften promotional headings toward neutral, evidence-led framing so answer engines quote you.Worth doing
Add a head-to-head comparison table naming the real alternatives in your category.Nice to have
Where it fits

Content Analysis powers Diagnose and Verify

It finds what's holding a page back before launch, and confirms the fix actually moved visibility after, the two checkpoints that keep the loop honest.

01 · MEASURE
02 · DIAGNOSE
03 · PUBLISH
04 · VERIFY

Ready to win
AI recommendations?

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