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Evidence register / claims with context

What Examo can support—and what still needs independent evidence.

A public evidence register separates product facts, internal observations and research claims so marketing copy does not outrun the underlying data.

Read the pilot and limitationsRead the trust overview

FIELD NOTE 01

Product facts

Feature availability can be verified in the product and repository: course creation, grounded retrieval, study artifacts, mock exams, presentations, CV export and revision planning.

  • Directly testable
  • Version-dependent
  • No outcome inference

FIELD NOTE 02

Internal product research

The published grade-improvement pilot is an internal observational result with limitations. It should not be presented as a randomized causal guarantee or generalized to every learner.

  • Method disclosed
  • Limitations visible
  • No guaranteed uplift

FIELD NOTE 03

Claims requiring stronger proof

Ratings, time-saved figures, university representation and learning outcomes require dated source records, participant permission and—where appropriate—independent review before prominent use.

  • Source record
  • Consent and sample
  • Independent review

Direct answers

Questions people should ask before signing up.

Review the evidence register
Does Examo guarantee better grades?

No. Study outcomes depend on the learner, course, assessment and how the product is used.

Is the pilot independently reviewed?

The currently published pilot should be treated as an internal study unless the evidence page explicitly records an independent review.

How are corrections handled?

Material corrections should be reflected in the linked article and this register with a dated explanation.

Make the next step concrete

Use the product, inspect the controls, and judge it against your real course.

Read the pilot and limitations
What Examo can support—and what still needs independent evidence. | Examo