AI-Powered Feedback for Doctoral Writing

Real-time, rubric-aligned analysis across 5 dimensions of academic writing. Powered by AI agents trained on doctoral-level scholarship.

How It Works

Three steps from draft to stronger writing.

Write

Type or paste your academic work into the editor

Scan

AI agents analyze across 5 dimensions of scholarly writing

Improve

Act on targeted, rubric-aligned feedback to strengthen your work

Five Dimensions of Analysis

Every piece of writing is evaluated across a comprehensive academic framework

Research Foundations

The core intellectual groundwork including research purpose, theoretical frameworks, literature engagement, and argument construction

“Consider strengthening your thesis statement to more precisely articulate your research contribution.”

Methodological Rigor

The systematic approach to research design, data collection, analysis, and validation ensuring credible findings

“Your evidence selection effectively supports the argument, but consider addressing the methodological limitations.”

Structural Coherence

The architectural integrity of academic writing ensuring all parts work together to advance the central argument

“The transition between sections 2 and 3 could benefit from a clearer logical connector.”

Technical Execution

The precision in language, citation, formatting, and mechanics ensuring professional scholarly communication

“Several citations in paragraph 4 do not follow APA 7th edition formatting conventions.”

Scholarly Excellence

The highest level of academic achievement demonstrating original thought, theoretical sophistication, and paradigmatic contribution

“The analytical voice in this section demonstrates strong command of the disciplinary discourse.”

What It Measures

Every scan evaluates your draft against a coaching framework spanning five dimensions of scholarly writing, developed and calibrated on real doctoral work in the University of Pennsylvania's Chief Learning Officer program. Every finding names its element, quotes your exact sentence, and explains what to do about it — no black-box scores.

Research Foundations

16 elements

Problem framing, purpose, research questions, and the significance of your study.

Methodological Rigor

14 elements

Evidence quality, methods alignment, source integration, and counterargument handling.

Structural Coherence

12 elements

Argument structure, organization, transitions, and paragraph-level flow.

Technical Execution

12 elements

Scholarly voice, precision, mechanics, and citation practice.

Scholarly Excellence

12 elements

Originality, contribution, engagement with the field, and scholarly impact.

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