Transparent product evidence

Three real Rubric AI report runs

These reports were generated by the same grading service used by the product from synthetic, non-student inputs and custom rubrics on October 8, 2026.

Method note: Each report used DeepSeek deepseek-chat through the same service as the product. Scores, summaries, and criterion judgments below preserve the run output; some wording is shortened for display. Every displayed evidence excerpt was automatically checked as an exact substring of its synthetic submission. These examples demonstrate the workflow, not agreement with expert raters or a validated accuracy rate.

Run 1Argumentative writing6.2 seconds

Argument essay: phone use during lessons

Synthetic input · user-provided rubric · teacher review required

Overall

13 / 20

Proficient

Summary feedback

The essay presents a clear, defensible claim and maintains focus on the prompt. It includes some relevant evidence and reasoning, acknowledges a counterargument, and is organized coherently. However, evidence is limited and not fully specific or sourced, and the counterargument is addressed only briefly.

Strengths

  • Clear and defensible claim maintained throughout
  • Includes and addresses a counterargument
  • Logical organization and generally clear academic language

Revision priorities

  1. Replace vague evidence with material from a verified source or class text
  2. Develop why the counterargument does not outweigh the main claim
  3. Connect each piece of evidence more explicitly to the claim

Criterion breakdown

Claim and focus

4 / 4

The essay states a defensible claim and maintains focus on the prompt throughout. The position is clear and consistent.

Evidence from the submission

“Schools should limit personal phone use during lessons without imposing a complete ban.”
“This approach protects attention without pretending that phones have no place in modern education.”

Evidence

3 / 6

Evidence is limited and not specific. The classroom observation lacks details, source, or context. Use relevant evidence from [verified source] or [class text].

Evidence from the submission

“In one classroom observation, a single notification often caused nearby students to look away as well, so the cost was shared rather than individual.”

Reasoning

3 / 6

The essay connects evidence to the claim and includes a counterargument, but the response to that counterargument remains brief.

Evidence from the submission

“Critics argue that restrictions prevent students from learning self-control.”
“That concern matters, but schools already create temporary boundaries around tools when they interfere with learning.”

Organization and style

3 / 4

The essay is organized coherently with clear academic language. Some sentences could be more concise and varied.

Evidence from the submission

“A balanced policy should require phones to remain away during direct instruction, then permit them when a teacher identifies a useful academic purpose.”
Inspect the synthetic essay and rubric

Rubric input

1. Claim and focus (4 marks) — States a defensible claim and maintains focus on the prompt.
2. Evidence (6 marks) — Uses specific relevant evidence and explains its significance.
3. Reasoning (6 marks) — Connects evidence to claims and considers a counterargument.
4. Organization and style (4 marks) — Organizes ideas coherently and uses clear academic language.
Total marks: 20

Essay input

Schools should limit personal phone use during lessons without imposing a complete ban. Notifications can interrupt attention when students are reading, discussing a text, or solving a difficult problem together. In one classroom observation, a single notification often caused nearby students to look away as well, so the cost was shared rather than individual. A clear policy would reduce those distractions while still allowing teacher-approved research, accessibility tools, and emergency communication. Critics argue that restrictions prevent students from learning self-control. That concern matters, but schools already create temporary boundaries around tools when they interfere with learning. Students can practice self-management during breaks and independent study periods while teachers protect focused lesson time. A balanced policy should require phones to remain away during direct instruction, then permit them when a teacher identifies a useful academic purpose. This approach protects attention without pretending that phones have no place in modern education.

Run 2Literary analysis8.0 seconds

Literary analysis: authority and performance

Synthetic input · user-provided rubric · teacher review required

Overall

12 / 16

Proficient

Summary feedback

The essay presents a clear interpretive claim about authority and performed obedience, uses several textual details, and explains how personification, contrast, and structural shift create meaning. It is coherent and concise. To reach the top band, it needs more precise textual evidence and deeper, more varied analysis of language and structure.

Strengths

  • Clear and sustained interpretive claim about authority and performed obedience
  • Relevant textual details are selected and connected to the argument
  • Logical organization and clear, controlled prose

Revision priorities

  1. Select two or three exact phrases and analyze their specific word choices
  2. Explain how syntax or sentence structure reinforces the theme of fragile order
  3. Push the conclusion by considering what the child's action implies about resistance or change

Criterion breakdown

Interpretive claim

3 / 4

The essay presents a focused interpretation: authority depends on performed obedience. The claim is clear and sustained, though it could be more nuanced.

Evidence from the submission

“the passage suggests that authority appears stable only while people agree to perform obedience”

Textual evidence

3 / 4

Relevant details are selected and integrated accurately, but the evidence is mostly paraphrased rather than quoted precisely.

Evidence from the submission

“The clock is described as watching the crowd while the doors of the council building remain closed”
“polished shoes and lowered voices”

Analysis of choices

3 / 5

The essay explains personification, visual contrast, and the shift from crowd to child. It needs closer analysis of diction, syntax, or imagery.

Evidence from the submission

“This personification turns an ordinary object into a symbol of surveillance”
“the structure narrows the conflict into a single action”

Organization and clarity

3 / 3

The essay moves logically from claim to textual details, then to structural analysis and a synthesizing conclusion. The prose is controlled and clear.

Evidence from the submission

“The narrator presents the town square as orderly, but the details make that order feel fragile”
“When the narrator shifts from describing the whole crowd to noticing one child stepping outside the painted line”
Inspect the synthetic essay and rubric

Rubric input

1. Interpretive claim (4 marks) — Presents a focused interpretation of the passage.
2. Textual evidence (4 marks) — Selects precise details and integrates them accurately.
3. Analysis of choices (5 marks) — Explains how language and structure create meaning.
4. Organization and clarity (3 marks) — Develops a coherent line of analysis in clear prose.
Total marks: 16

Essay input

The narrator presents the town square as orderly, but the details make that order feel fragile. The clock is described as watching the crowd while the doors of the council building remain closed. This personification turns an ordinary object into a symbol of surveillance, suggesting that public behavior is shaped by the expectation of being observed. The repeated references to polished shoes and lowered voices also create a contrast between appearance and emotion. People look controlled, yet their silence suggests uncertainty. When the narrator shifts from describing the whole crowd to noticing one child stepping outside the painted line, the structure narrows the conflict into a single action. The child does not speak, but the movement exposes how much the ceremony depends on everyone following an unwritten rule. Through personification, visual contrast, and the final shift in focus, the passage suggests that authority appears stable only while people agree to perform obedience.

Run 3Research reflection8.5 seconds

Research reflection: courtyard shade study

Synthetic input · user-provided rubric · teacher review required

Overall

12 / 15

Strong

Summary feedback

This is a clear and well-focused project report. It defines a manageable question, describes a simple before-and-after method, reports relevant evidence, and identifies important limitations. The main area for improvement is depth: the importance of the question, method rationale, evaluation of limitations, and reflection could all be developed with more specific reasoning and evidence.

Strengths

  • Clear structure that addresses the research question
  • Relevant observation and interview evidence
  • Cautious interpretation that identifies confounding factors

Revision priorities

  1. Explain how the findings could inform decisions about outdoor spaces
  2. Document how zones, observation times, and interview participants were selected
  3. Explain the likely direction or size of each limitation's effect

Criterion breakdown

Research focus

3 / 4

The question is manageable and clearly stated, but the response does not fully explain why it matters for the school, students, or courtyard design.

Evidence from the submission

“My project asked whether adding shade structures changed how students used the school courtyard at lunch.”
“The observations suggest that shade influenced use, although the project cannot show that it was the only cause.”

Method and evidence

3 / 4

The method fits the question and uses evidence responsibly. More detail on zones, timing, interview selection, and recording would improve replicability.

Evidence from the submission

“I counted students in three zones for ten school days before the structures were installed and for ten days afterward.”
“I also asked twenty students why they chose a location.”

Evaluation

3 / 4

The response identifies relevant limitations and recognizes that the comparison cannot isolate shade as the only cause. It should connect each limitation to a specific possible effect.

Evidence from the submission

“The second observation period occurred later in the term when the weather was warmer, and school clubs also began using one corner of the courtyard.”
“The main lesson was that a simple before-and-after comparison can reveal a pattern but cannot separate several changing conditions.”

Reflection

3 / 3

The reflection identifies specific next steps. It could go further by explaining why each change would strengthen the conclusion.

Evidence from the submission

“I should have recorded temperature and club activity each day and repeated the observations in another season.”
“In a revision, I would use matched days, record weather, and sample more students before making a stronger conclusion.”
Inspect the synthetic essay and rubric

Rubric input

1. Research focus (4 marks) — Defines a manageable question and explains its importance.
2. Method and evidence (4 marks) — Describes an appropriate method and uses evidence responsibly.
3. Evaluation (4 marks) — Identifies limitations and explains how they affect conclusions.
4. Reflection (3 marks) — Explains decisions, learning, and next steps.
Total marks: 15

Essay input

My project asked whether adding shade structures changed how students used the school courtyard at lunch. I counted students in three zones for ten school days before the structures were installed and for ten days afterward. The shaded zone increased from an average of 18 students to 31, while the unshaded seating area decreased slightly. I also asked twenty students why they chose a location. Most mentioned temperature, but several chose places near friends regardless of shade. The observations suggest that shade influenced use, although the project cannot show that it was the only cause. The second observation period occurred later in the term when the weather was warmer, and school clubs also began using one corner of the courtyard. I should have recorded temperature and club activity each day and repeated the observations in another season. The main lesson was that a simple before-and-after comparison can reveal a pattern but cannot separate several changing conditions. In a revision, I would use matched days, record weather, and sample more students before making a stronger conclusion.

Run your own rubric through the same workflow

Confirm parsed criteria first, then generate a limited preview without creating an account.

Try a free preview
Rubric AI Example Reports: 3 Real Product Runs