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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

Chad Vavra (Chat Agency AI)

6 of 7 evidence checks met
Checks not met
  • Independent confirmation

Chat Agency AI, an AI consultancy/agency that builds custom, security-first AI systems for entrepreneurs and business leaders, working inside their existing infrastructure. It was started in January 2026. It orchestrates multiple systems and AI tools into custom solutions for clients. The interface lets the client review and edit each AI suggestion before anything runs, treating AI as a "trusted team member". Income claim: Starter Story lists $10K revenue/month. Vavra says "We're at the $10K revenue mark", and the page states he "currently makes an average of $120K/year". Starter Story interview published 15 Feb 2026; self-reported.

A plain shield outline framing a workspace panel with a chat window and a three-node flow (illustration)Illustration
Illustration: a plain shield outline framing a workspace panel with a chat window and a three-node flow. 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 confirmationNot met · Current third-party confirmation the claimant cannot edit; expired TrustMRR keys and uncheckable press reports do not count.
  • Claimant figure documentedMet · 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 recordMet · 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
1 (see Sources)

How we grade · Check a claim yourself

Grade note: Reported, not independently verified: Chad Vavra says in the Starter Story interview that Chat Agency AI is at $10,000 in monthly revenue and describes the AI role concretely, but the figure is self-reported with no external confirmation.

Adjusted by editor: Chad Vavra says in the Starter Story interview that Chat Agency AI is at $10,000 in monthly revenue and describes the AI role concretely, but the figure is self-reported with no external confirmation.

Claim context

Starter Story lists $10K revenue/month. Vavra says "We're at the $10K revenue mark", and the page states he "currently makes an average of $120K/year". Starter Story interview published 15 Feb 2026; self-reported.

Chad Vavra, cofounder of Chat Agency AI. He is a former design executive at Pixar, Meta and Google. · starterstory.com
Claim · not verified by us

Case details

Person
Chad Vavra, cofounder of Chat Agency AI. He is a former design executive at Pixar, Meta and Google.
Status
unverified
Verified
—
Added
Oct 14, 2026
Updated
Oct 14, 2026

What we could not verify

  • Independent confirmation: not met. Current third-party confirmation the claimant cannot edit; expired TrustMRR keys and uncheckable press reports do not count.

Sources

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