WEBSITE BUILDERS / JULY 2026
Beautiful output is not the same as an editable business.
Three builders made credible first screens. Only one let a nontechnical founder recover from a broken pricing edit.
Conclusions made
to be challenged.
Every report has a stable conclusion, who should care, setup, artifacts, disagreement, limitations, versions, and methodology.
Synthetic evaluation using demonstration outputs. Not real customer demand, adoption, or revenue.
VIDEO SYSTEMS / RUN 04
The winning commercial showed the product before the mood took over.
Continuity separated the top two outputs; readable product geometry changed creator preference at second nine.
RESEARCH AGENTS / TORONTO
Citation coverage hid the larger decision-quality gap.
Claim-level inspection changed the winner after two sources contradicted the headline market thesis.