Live Content Score and GEO Score Demo

How does the live scoring loop evaluate a draft?

It scores the draft on 7 weighted Content Score signals and 5 weighted GEO Score signals, shows each signal's weight and status, and ranks the fixes with the most headroom in the Action Rail. Edit the draft and rescore it before you create an account.

Your four-step evaluation

1 / 4

Start with the supplied Article.

Inspect the initial Content Score, GEO Score, and ExplainScore signals. This is a real deterministic result, not a simulated walkthrough.

Jump to the draft

No account required · A deterministic engine scores your draft, and your content is never used to train AI models.

Editorial Rail

how to start a blog

Clean canvas

Clean canvas protects writing flow and keeps guidance in the right rail until you ask for more help.

Automatic scoring

The supplied scores are shown. Edit to rescore automatically, or rescore the current draft now.

Review Gate: Needs review

Publishing is blocked unless the Content Score reaches 70/100, the GEO Score reaches 70/100, and no signal is critical (below 40); either score below 50/100 is a hard block. Use the rail actions, then rescore to reopen publishing.

Data notice

These terms are derived from this draft's own text, not from live search results. Use them as a coverage checklist for what you have written, not as evidence of what ranking pages cover.

Content Score

Needs work

GEO Score

Needs work

Top 3 Actions

Add internal navigation paths

+5 Content pts

Pending

Link to at least two of your own pages as site-relative paths such as /guide or, in an Article, as full URLs on a Site in one of your Workspaces.

Lead with a direct answer

+4.5 GEO pts

Pending

Open with a self-contained answer sentence before adding explanation.

Cite stronger authority entities

+4.4 GEO pts

Pending

Anchor claims to trusted organizations and named sources that models already recognize.

Terms

required

how to start a bloghow start

recommended

citationssearch intentanswer-first structure

optional

internal linkingheading structureretrieval quality

Signal Breakdown

Content

Term frequency

strong

Score 75 · weight 20% · adds 15 of 20 points

Uses of the Keyword as a whole phrase; each use adds points.

Entity coverage

strong

Score 100 · weight 16% · adds 16 of 16 points

Distinct capitalized names, such as people, brands and places.

Heading structure

warning

Score 45 · weight 14% · adds 6.3 of 14 points

Headings at levels 1 to 3; a colon in the text earns part of the credit.

Word count

strong

Score 72 · weight 10% · adds 7.2 of 10 points

Length: 120 to 220 words scores highest; shorter or longer drafts score lower.

Readability

strong

Score 82 · weight 12% · adds 9.84 of 12 points

Average sentence length: 10 to 22 words a sentence reads best.

Internal links

critical

Score 0 · weight 10% · adds 0 of 10 points

Each link to your own pages adds 35: a path such as /guides/topic, or a full address on your Site.

GEO signals

warning

Score 68 · weight 18% · adds 12.24 of 18 points

This draft's GEO overall, counted again on the Content side.

GEO

Entity authority

warning

Score 60 · weight 22% · adds 13.2 of 22 points

Named authorities such as Google, Gartner or Stanford, and an “according to” attribution.

Factual density

warning

Score 65 · weight 24% · adds 15.6 of 24 points

Definitions, figures and attributed findings in short, clear sentences.

Answer format

warning

Score 55 · weight 20% · adds 11 of 20 points

An answer-first opening sentence, an attribution and a year.

Source credibility

strong

Score 80 · weight 18% · adds 14.4 of 18 points

An “according to” attribution and a named research or industry source.

Freshness

strong

Score 88 · weight 16% · adds 14.08 of 16 points

The latest year mentioned: this year or last scores highest.