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AI Content Check

How much AI‑like the text appears (signals + confidence).

Not analyzed

AI % (Estimated)

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Composite score

Confidence

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Signal strength

Repetition

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Repeated 3‑grams

Generic language

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Template phrases

Replace vague claims with one concrete detail or example.
Mix short + long sentences to improve cadence.
Reduce phrase reuse across paragraphs.

Multi‑Model AI Validation

Validate against ChatGPT + other generators (backend-required).

—Avg AI%

Detector‑style meters

Each model shows a percent + meter bar (like popular AI-check tools).

Not validated

Low

Medium

High

Target: DraftMode: Conservative

In the real app, this calls a server endpoint that runs multiple detectors/heuristics and returns a model-by-model report. This demo simulates that UX.

ChatGPT Claude Gemini Llama

Target: DraftMode: Conservative

Model	AI‑likeness	Confidence	Notes
Run “Validate Draft” or “Validate Final” to see results.

Meaning Preservation

Guardrails to prevent “meaning drift”.

Verification: All clear

✓ Facts preserved✓ Numbers correct✓ Citations kept⧉ Claim → evidence map

Unique feature: “Meaning locks” (numbers, entities, citations, glossary terms) + per‑sentence revert.
Unique feature: provenance ledger linking each change to a rule/prompt/version.

Rewrite Options

Tune tone, conciseness, and sentence variety.

Tone

Conciseness55

Variety60

Preserve numbers & dates Preserve names/entities Citation integrity lock

Stream outputDisable AI (free only)

Provider

AI token not enabled — Humanize uses the offline engine. Add your OpenAI API token to enable GPT rewrite.

Before 0 words

Draft

PreviewColored preview (read‑only)

After 0 words

Rewrite

PreviewColored preview (read‑only)

Draft Created• Upload/paste your content