Built for student revision

Feedback that strengthens student writing without writing for students.

Tutor Copilot gives students individualized, rubric-aligned feedback on ideas, evidence, organization, and clarity while preserving teacher expectations and student ownership of every revision.

Teacher-reviewed·Rubric-aligned·Revision-focused

For educators

Bring Tutor Copilot to your classroom.

Create a classroom, share one code, and follow students from first draft to revision.

Teachers & tutors

Create a classroom, invite students with a code, and track drafts, feedback, scores, and revisions.

Start a classroom

Students

Already have a class code from your teacher?

What a revision looks like

Feedback grounded in your draft. The writing stays yours.

Your draft

The shift from artisan workshops to wage labor meant workers no longer owned the means of production. This demonstrates that industrialization negatively affected society. Factory owners, by contrast, gained unprecedented control over both pace and conditions.

Tutor Copilot feedback

Ideas & Evidence · 58Organization · 72Clarity & Conventions · 81

Your evidence shows an association, but this sentence makes a stronger causal claim than the evidence establishes.

Why it matters: Your rubric rewards accurate interpretation of evidence.

Consider: Can you make the claim more precise without weakening your argument?

Your revision

The shift from artisan workshops to wage labor meant workers no longer owned the means of production. Industrialization hurt many artisans, though its effects on workers were mixed rather than uniformly negative.

Rescored after revision: Ideas & Evidence 58 → 74. The student makes every edit; Tutor Copilot never rewrites the essay.

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No account needed

How it works

1

Add your assignment

Paste your prompt, rubric, word limit, and draft. The context stays attached to your essay for the whole session.

2

Get grounded feedback

Tutor Copilot connects every recommendation to a specific passage and weighs it against your rubric and word limit.

3

Revise with a copilot

Question any note, edit your draft, and see exactly what improved when you re-analyze.

More than a blank chat box

Generic AI can do a lot of this. Tutor Copilot makes the workflow structured and automatic.

Generic AI chat

  • —You re-explain the assignment every prompt
  • —Feedback gets buried in the conversation
  • —Hard to track what you've fixed
  • —Rescoring means starting another prompt
  • —Suggestions may ignore your rubric or word limit

Tutor Copilot

  • ✓Assignment context stays attached to the draft
  • ✓Feedback maps directly to passages
  • ✓Rubric-based scoring
  • ✓Revision history and resolved-issue tracking
  • ✓Context-aware rescoring
  • ✓A dedicated essay editing workspace

Join 179 student writers improving their work.

651 essays reviewed

Counted only after a real completed analysis, never inflated.