M7E evaluates and improves curriculum content to remove linguistic barriers and support student comprehension without sacrificing rigor or clarity.
Detect hidden linguistic complexity in lessons, tasks, and assessments.
Recommend clearer alternatives using research-backed criteria.
Streamline curriculum workflows, speeding time to classroom.
7 research-backed criteria developed from 330+ peer-reviewed studies.
Targets grade-level alignment, learning outcomes, and editorial clarity.
Keeps educators and developers in control of revisions and decisions.
M7E is not generative. It's diagnostic, surfacing what's hard to see so teams can revise with purpose.
Cut review cycles from weeks to hours.
Improve clarity and comprehension across all learners.
Grounded in research, tested in real-world classrooms.
M7E supports teams across the learning ecosystem — whether you're building content, reviewing it, or making purchasing decisions.
Use M7E to revise lessons, tasks, and assessments for clarity and readiness.
Evaluate third-party content with consistent, objective linguistic criteria.
Catch hidden comprehension barriers early in the content design process.
Improve the accessibility and inclusivity of digital or supplemental materials.
Developed in partnership with researchers at Harvard GSE, MIT, and UC Berkeley.


"M7E saved us hours of manual review."
"It helps surface issues we'd never identified before."
Join leading educators and publishers who trust M7E to improve their content.
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