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Case claims are attributed to their sources and graded by evidence. A grade is not a typical earnings estimate.
Grade B: Reported, not independently verified

auto grader ai

5 of 7 evidence checks met
Checks not met
  • Claimant figure documented
  • Public track record

auto grader ai creates and grades tests for teachers; AI auto-grades, interprets handwriting and produces reports. Founder Luke Gibson (founded March 2025, Hungary; X @luke_gson). Income claim: $10 all-time revenue; no active subscriptions. Stripe-verified, last updated Oct 14, 2026, 09:19.

App window with code blocks, a sidebar, a small bar chart, a gear, a cursor and a docked sparkle (illustration)Illustration
Illustration: app window with code blocks, a sidebar, a small bar chart, a gear, a cursor and a docked sparkle. Original artwork drawn for this site; not a record or a photograph.

Grade B · Reported, not independently verified

Real person/company, a self-reported figure without independent confirmation, no red flags, and a clear AI role.

  • Identifiable person or companyMet · Named person/company with a public profile or site and enough history to identify the claimant.
  • Independent confirmationMet · Current third-party confirmation the claimant cannot edit; expired TrustMRR keys and uncheckable press reports do not count.
  • Claimant figure documentedNot met · The claimant’s income figure is supported by a source or document we reviewed.
  • Defined figures and no red flagsMet · Figures are plausible and consistent, dated, in the stated currency and period, with MRR, one-time and all-time amounts kept separate.
  • Clear, concrete AI roleMet · AI has a concrete role in the product/workflow and the income comes from that activity, not a course/coaching business.
  • Public track recordNot met · The person or business has enough public history to establish continuity; a new product or a thin profile caps the grade at B.
  • Figure is reported income, not an estimateMet · The figure is a third-party estimate or a price, not reported income; an estimated figure is always C.
Graded
Oct 14, 2026
Verified
Not verified
Sources
3 (see Sources)

How we grade · Check a claim yourself

Grade note: Reported, not independently verified: TrustMRR shows $10 all-time revenue, no active subscriptions (Stripe-verified, last updated Oct 14, 2026).

Adjusted by editor: TrustMRR shows $10 in all-time historical revenue with active Stripe verification, but does not document an income history beyond this single amount.

Claim context

$10 all-time revenue; no active subscriptions. Stripe-verified on TrustMRR, last updated Oct 14, 2026, 09:19.

Luke Gibson (@luke_gson on X) · trustmrr.com
Claim · not verified by us

Case details

Person
Luke Gibson (@luke_gson on X)
Status
unverified
Verified
—
Added
Oct 14, 2026
Updated
Oct 14, 2026

What we could not verify

  • Claimant figure documented: not met. The claimant’s income figure is supported by a source or document we reviewed.
  • Public track record: not met. The person or business has enough public history to establish continuity; a new product or a thin profile caps the grade at B.

Sources

Shareable summary cards

Built from the same data as this page. Cards show the case name, the grade and how the claim was checked, never an income figure.

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