How to Get Feedback on Your Essay Draft Against the Rubric

How does a marking rubric work?

A marking rubric is a grid that shows what your marker will judge and what each level of quality looks like. It is the closest thing you have to your marker's checklist.

Most rubrics have three parts. Criteria are the rows: what is being judged, such as thesis, evidence, organization and citations. Levels are the columns, often labelled something like Excellent, Good, Satisfactory and Needs work. Descriptors are the cells: what work at that level looks like for that criterion.

Carleton University's teaching centre calls a rubric a "visual marking guide" and recommends three to six criteria and three to five levels. Analytic rubrics score each criterion separately; holistic rubrics give one overall judgment. If yours is holistic, treat the qualities named in each descriptor as your criteria.

How to read a rubric quickly

• Find the weights. Point values show what your instructor values most, and Purdue OWL suggests using them to decide which revisions matter most.
• Read across a row. The difference between two neighbouring descriptors is exactly what you need to add to move up a level.
• Circle the verbs and qualifiers. "Describes" versus "evaluates", or "some" versus "consistently", is usually where the marks are.
• Turn each top descriptor into a question. "Thesis is specific and arguable" becomes "Could a reasonable reader disagree with my thesis?"

Why get feedback before you submit?

Because feedback only helps while you can still act on it. Comments on a graded essay explain the mark; comments on a draft can change it.

In their widely cited review "The Power of Feedback" (Review of Educational Research, 2007), John Hattie and Helen Timperley pulled together 12 meta-analyses covering 196 studies and reported an average effect of 0.79, placing feedback among the stronger influences on achievement. The effect varied a lot: feedback about the task and how to do it better worked well, while praise, rewards and punishment did much less.

Their model says useful feedback answers three questions: Where am I going?, How am I going? and Where to next? Your rubric answers the first. Feedback on a draft answers the other two. They also warn that feedback misses when it is not tied to the criteria for success, such as comments on spelling when the task is judged on something else. A 2020 follow-up meta-analysis of 435 studies by Wisniewski, Zierer and Hattie found a medium average effect (d = 0.48) and concluded that feedback is more effective the more information it contains.

How do you self-assess an essay against the rubric?

Score your draft one criterion at a time, back each score with a quote from your own writing, then write down what the next level up asks for. Evidence keeps self-assessment honest.

Heidi Andrade's 2019 review of self-assessment research found that self-assessment used to improve work was consistently linked to learning, especially when grounded in explicit criteria and followed by a chance to revise. It also notes that when students grade themselves for marks, they often score higher than their instructors would. So score from evidence, not effort.

1. Step away first. Leave a few hours, ideally a day, so you read what is on the page rather than what you meant.
2. Copy the rubric into a table. One row per criterion, with its weight.
3. Do one pass per criterion. Read the whole draft looking only for the thesis, then only for evidence, and so on.
4. Quote your evidence. If you cannot find a sentence that earns the score, take the lower level.
5. Read the next descriptor up. Write the gap in one line.
6. Circle your top two gaps in the most heavily weighted criteria. Those are your first revisions.

Self-assessment table template

A filled-in example for an argumentative essay. Your criteria and weights come from your own rubric.

How do you use AI as a practice grader the right way?

Give the AI your assignment instructions and rubric, ask for feedback criterion by criterion with quotes from your draft, ask what would move each criterion up a level, and tell it not to rewrite anything. You stay the author.

Check your course rules first. University of Toronto Mississauga's academic integrity guidance, for example, says generative AI is not allowed in a course unless the instructor explicitly permits it, that rules can differ between assessments, and that you should ask your instructor when unsure. Rules vary by school and course, so check your syllabus and assignment instructions.

1. Paste the assignment and rubric word for word. Without them, the AI grades against a generic idea of a good essay, not your course.
2. Ask for criterion-by-criterion feedback with a quote from your draft for every judgment.
3. Ask what would move each criterion up a level. That turns a score into a next step.
4. Rule out rewriting. Ask for questions and directions, not replacement sentences. Rewritten text is not your work and may break your course's rules.
5. Verify every comment against your draft and the rubric, and compare it with your own scores.

Why verify? In a 2024 study in Learning and Instruction, researchers compared ChatGPT (version 3.5) feedback with feedback from trained educators on 200 secondary-school history essays. The educators did slightly better in every category except how closely feedback referenced the criteria, and the AI became less accurate as essays got stronger. The study used an older free model and younger writers, but the lesson holds: AI feedback is a second opinion, not a verdict.

How do you turn feedback into a revision plan?

Put every comment in one list, tag each with its rubric criterion, and fix the big things first: argument and structure, then evidence, then sentences and citations. Polishing sentences you are about to cut wastes time.

Purdue OWL calls these higher-order concerns (thesis, audience and purpose, organization, development) and lower-order concerns (sentence structure, grammar, punctuation, word choice, spelling), and advises the higher ones first. The exception: if surface errors stop a reader from reaching your thesis, fix those early.

1. Collect and translate. Gather every comment and rewrite each in your own words, as Purdue OWL suggests, so you know what it is asking.
2. Tag by criterion. Comments that match no rubric row go to the bottom.
3. Order by size, then weight. Thesis and argument, then structure, then evidence and analysis, then sentences, word count and citations. Within each tier, start with the criterion worth the most marks.
4. Revise in passes and re-score the affected criteria after each one.
5. Finish with length and proofreading once the content is settled.

Where can you get human feedback on an essay draft?

Your campus writing centre, your TA or professor in office hours, and classmates through peer review. Bring the rubric to each so the feedback matches how you will be marked.

• Writing centre. York University's Writing Centre asks students to bring the assignment question, their draft or notes and the course outline, and says it will not make corrections for you; it builds your own editing skills. Book well before the deadline.
• TA and professor office hours. As the UNC Writing Center notes, nobody knows what the TA is looking for better than the TA. Bring a specific question, such as "I scored myself a 2 on evidence. Is this paragraph what Level 3 looks like?"
• Peer review. A classmate knows the course material and can tell you whether your argument comes across. Ask specific questions ("Where did you lose the thread?") rather than "Is this good?", and remember you decide which suggestions to take.

Where CMPUS fits

CMPUS is an AI study platform whose Classmates are built around academic integrity: they plan, question and grade rather than hand back finished assignments. Three match this process.

• Jordan, the Essay Grader, asks for your brief and rubric first, then gives a practice grade and criterion-by-criterion feedback against your rubric.
• Maya, the Essay Planner, helps when feedback says your thesis or structure needs work. She helps you rebuild the thesis, outline and source plan; you write it.
• Lexi, the Word Count Optimizer, trims or expands your own draft in the final pass while keeping your meaning.

You can try a Classmate on the free Guest plan (5 interactions a day, no sign-up) or compare plans. Check your course AI policy first, and treat Jordan's grade as practice.

Try it on CMPUS

Jordan gives you a practice grade and criterion-by-criterion feedback against your own rubric.

JordanEssay GraderMayaEssay Planner

Enter the CMPUS 5 free interactions a day. No sign-up, no card.

Questions people ask

Sources

1. The Power of Feedback (Hattie and Timperley, 2007) · Review of Educational Research
2. The Power of Feedback Revisited: A Meta-Analysis of Educational Feedback Research (2020) · Frontiers in Psychology
3. A Critical Review of Research on Student Self-Assessment (Andrade, 2019) · Frontiers in Education
4. Comparing the quality of human and ChatGPT feedback of students' writing (Steiss et al., 2024) · Learning and Instruction
5. Rubrics · Carleton University Teaching and Learning Services
6. Higher, Lower Order Concerns · Purdue OWL, Purdue University
7. Interpreting Instructor Feedback · Purdue OWL, Purdue University
8. Generative AI and Academic Integrity · University of Toronto Mississauga
9. Live Appointments · York University Writing Centre, Faculty of LA&PS
10. Getting Feedback · The Writing Center, University of North Carolina at Chapel Hill

CMPUS guides are general advice, not your course's rules. Your syllabus and your instructor decide what is allowed. Spotted something out of date? Tell us.