methodology

How we research without pretending the internet is always right.

Strategiq reviews public-facing business signals, submitted links, client-stated context, and source-backed research. The goal is plain-language clarity, not inflated certainty.

We use AI to organize, compare, and draft structure. We do not treat AI output as final truth. Client-facing recommendations require human review and evidence checks before delivery.

Research flow

Client or brand input → trusted sources → draft structure → citation check → uncertainty label → human review → CEO approval → publish or deliver.

Evidence labels

  • VERIFIEDconfirmed through a source, public page, document, database, screenshot, or direct evidence.
  • CLIENT-STATEDprovided by the client or founder and not treated as external proof.
  • OWNER-DIRECTIVElocked by Krystal Reeves as a Strategiq operating decision.
  • INFERENCEa reasoned conclusion based on available information, marked as judgment rather than fact.
  • UNVERIFIEDnot proven yet and not safe to present as fact.

What we do not promise

  • No guaranteed funding approval.
  • No fake expert claims.
  • No unsupported “best,” “proven,” or “viral” language.
  • No final factual recommendation without a source or a visible uncertainty label.