How the Content Readability Optimizer Works
AnyTool Content Readability Optimizer runs a fixed editorial checklist in the browser. It splits the article into paragraphs and detects subheadings (markdown #/## lines and short heading-like lines), segments sentences, and scores each rule against widely used Yoast-style thresholds. Every check is rated green, amber or red and rolled up into a single content score, where green counts fully, amber counts half and red counts nothing.
- Sentence length flagged when over 25% of sentences exceed 20 words
- Paragraphs flagged over 150 words; sections over 300 words need a subheading
- Transition words targeted in at least 30% of sentences
- Passive voice targeted under 10% of sentences (reusing the readability engine)
- All computation is client-side JavaScript — no server round-trip
The Checks and Their Targets
Each check returns a plain-English result plus an actionable fix and, where relevant, the offending sentences, paragraphs or sections. The optimizer covers sentence length, paragraph length, subheading distribution, transition words, passive voice, repetitive sentence beginnings, and Flesch reading ease, with an optional focus-keyword group for density and placement.
- Repetitive openings flagged when three or more sentences in a row start the same way
- Flesch reading ease shown as an informational band with a 60+ target
- Focus-keyword density rated green inside the 0.5-3% safe band
- Focus keyword checked in the first paragraph and in a subheading
- A copyable plain-text report lists every check and its fix
Privacy and Offline Use
Because all analysis runs in the browser, the article never reaches a server, there is no account or tracking, and the page works offline after first load. Large documents are debounced so the editor stays responsive, making it safe to optimize confidential drafts, client work and unpublished posts.