Check whether the sentences in each paragraph appear to support a shared subject. The checker compares meaningful words across sentences, finds low-overlap outliers, and reports paragraph-level cohesion. It is useful for locating abrupt topic shifts or underdeveloped supporting sentences, but it does not assume that lexical repetition is the only form of unity; pronouns and conceptual links may require human judgment.
Each paragraph receives a cohesion estimate and any sentence with unusually little vocabulary overlap is listed as a possible outlier.
Synonyms and implied connections are not understood. A low score is a prompt to review the transition, not proof that the sentence is irrelevant.
Input: Urban trees reduce summer heat in dense neighborhoods. Their shade lowers surface temperatures on streets and buildings. Tree canopies also slow stormwater runoff. Many residents enjoy mystery novels during winter.
Expected check: The report identifies and organizes the relevant patterns in this sample, with sentence or component details that can be verified against the input.
Processing occurs locally in the browser with deterministic JavaScript rules. Sentence boundaries, word forms, cue phrases, and labeled fields are analyzed without an external API.
Heuristics cannot fully interpret syntax, meaning, disciplinary conventions, or source credibility. Treat the report as a revision checklist, not a definitive evaluation.
It uses transparent rule-based text patterns, so it is useful for screening and revision but cannot replace contextual reading or full linguistic analysis.
No. The analysis runs in your browser, although files you later save or share are outside the tool’s control.
You can use the report to revise or organize your own work, but verify every classification and follow your institution’s authorship and citation rules.
Abbreviations, unusual punctuation, discipline-specific terms, implied relationships, and syntactic ambiguity can all affect heuristic analysis.
Return to the original passage, inspect each flagged item in context, and make only changes that improve accuracy, clarity, or argumentative structure.
| Field | Meaning |
|---|---|
| Findings | Patterns detected by the tool’s documented rules |
| Context | Sentence or component used for manual verification |
| Export | Structured data for later review |
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