The pipeline

AI Essay Writer
With Scores You Can See

Draft, humanize, score, preview. Four stages, one minute, total transparency — so you can judge the essay before you pay.

No subscription required. Pay only for what you need.

Four stages, one minute

The full pipeline from prompt to ready-to-use document, with no black boxes in between.

01

Draft

A frontier model drafts the essay from your topic, level, and instructions. Thesis, body, conclusion — in the citation format your level expects.

02

Humanize

A second model pass reviews the draft for overused phrases and uniform sentence rhythm, then rewrites it in a student voice while preserving the argument and word count.

03

Score

Two heuristic scores run over the final draft: lexical naturalness (how chatbot-y the vocabulary feels) and writing rhythm (sentence burstiness). These are an honest preview, not a third-party detector.

04

Preview & receive

You read the full essay in a watermarked preview, see the two scores, and decide. If it looks good, pay and receive the clean document.

About the scores

We do not claim to run a third-party AI detector. The space is noisy, tools come and go, and most of the big-name detectors are either paid APIs with inconsistent results or abandoned open-source projects. Instead, EssayDraft.io ships two local heuristics that give you a quick, honest read on how your draft looks.

Lexical naturalness scans the essay for overused chatbot vocabulary — phrases like “in today’s fast-paced world”, “it is important to note”, and the dozen or so transitional tics that give AI text away. A clean draft scores high; a draft packed with tells scores low.

Writing rhythm measures sentence burstiness. Human writing varies sentence length a lot — a short one, then a long one, then a medium one. AI writing tends to land at the same length again and again. The rhythm score rewards the variance that reads natural out loud.

Both scores are a preview, not a guarantee. We label them that way in the UI because honesty matters more than a green checkmark you cannot trust. If the scores look low, regenerate. If they look good, get it. Either way, you see the number before you pay.

See the pipeline in action

Describe a topic, watch the four stages run, and judge the output yourself.

Try the Pipeline

No subscription. Pay only for what you need.