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Readiness Scoring

One score hides the problem.
Seven dimensions reveal the fix.

Citegrade evaluates your pages across 6 weighted dimensions associated with clear, extractable content. Each score maps to specific, fixable issues, but no score guarantees citation.

6 dimensionsWeighted scoring30s full audit
citegrade.com/report
0

Citation Readiness

Critical

ANS
25%
STR
20%
EVI
10%
ORI
10%
QUO
15%
COV
10%
FRS
10%
CRITICALAnswer extractability

Answer buried in paragraph 4. Move "reduces churn by 42%" to the first sentence.

The framework

Seven dimensions. Weighted by impact.

chat_bubbleAnswer Extractability
25%

Does your page answer the query directly in the first 1-2 sentences?

  • Core answer placement in opening paragraphs
  • Lead sentence strength under each heading
  • Presence of clean definitions ("X is...")
Example issue: Answer buried in paragraph 4 instead of the opening
account_treeAI-Friendly Structure
20%

Is your page organized so AI can extract the relevant section?

  • Heading hierarchy and descriptive labels
  • Query-aligned heading phrasing
  • Scannable elements (lists, tables, FAQ blocks)
Example issue: Vague headings like "Our Approach" instead of "How Redis Caching Works"
fact_checkEvidence & Sources
10%

Are claims backed by named sources specific enough to verify?

  • Named source citations
  • Specific statistics with attribution
  • Attribution precise enough to check
Example issue: "Studies show" with no named source or date
lightbulbOriginal Information
10%

Why would AI cite your page instead of the sources you summarize?

  • First-hand research, testing, or proprietary data
  • Original expert commentary and direct quotes
  • Analysis and judgement that is genuinely yours
Example issue: Entirely secondary synthesis — every claim is available at the source it links to
format_quoteSpecific & Quotable
15%

Does your page use concrete language AI can quote, or vague hedging it will skip?

  • Hedging density ("might", "could potentially")
  • Quotable statement count
  • Concrete vs abstract claim ratio
Example issue: 12 hedging phrases in 2,800 words — nothing definitive to cite
library_booksTopic Coverage
10%

Does your page cover the topic thoroughly enough to be the single best source?

  • Sub-question coverage
  • Important term definitions
  • Comparison with alternatives
Example issue: Missing comparison section for a product overview page
updateFreshness & Authority
10%

Is your page dated, attributed, and recently updated?

  • Visible publish/update date
  • Author attribution
  • Current examples and references
Example issue: No publish date — AI deprioritizes undated content

Score guide

What your score means.

85-100

Content is structurally and semantically optimized for AI citation.

70-84

Most citation signals are present. A few targeted fixes will close the gap.

50-69

Content has structural issues that prevent reliable AI citation.

0-49

Major citation blockers present. AI is unlikely to cite this content.

FAQ

Frequently asked questions

See your score across all 7 dimensions

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