3 items across 1 sections
Testing whether structured entity density and explicit answer formatting on asquaresolutions.com key pages increases AI citation frequency. Baseline established, implementation in progress.
Testing whether structured semantic HTML (dl/dt/dd elements with explicit field labels) increases AI crawler fact extraction accuracy compared to prose failure descriptions. The QuickFix component was designed as an operational hypothesis — this lab documents the reasoning, the implementation, and the observable indicators.
Testing whether embedding an exact JSON schema + explicit format constraint in the prompt reduces malformed output frequency in Gemini 1.5-flash. Three prompt iterations tested during ScamCheck and TrustSeal build. Schema-in-prompt approach reduced parse failures from ~6% to <1% of calls.