The expanded canonical sample contains one hundred posts from ninety-four creator accounts, with ninety-six videos watched closely enough for a full content audit. Its strongest external system is practical project education: creators preview a finished room, house or render, then teach the mobile or browser workflow that produced it.
Indonesian, Thai, Spanish, Portuguese, Arabic and English publishers turn local house dimensions, renovation constraints, furniture placement and lighting fixes into concrete lessons; silent portfolios compress the same value into visual proof, while design professionals route attention toward their own services and courses.
Six creator relationships carry verifiable Planner 5D affiliate evidence, including tracked `pid`, `prcode`, and `go.planner5d.com` routes; one competitor-owned comparison is organic, while the remaining relationships stay unknown rather than being inferred from polished production.
The latest forty-eight-artifact audit rejected four results that showed another product, relied only on generic hashtags or metadata, or never demonstrated a creator output. Broad creator coverage now matters more than more posts from the official feed: nearly every newly accepted video came from a different external account, exposing a wide long tail of applied use rather than one centralized campaign.
This is a bounded public sample, not a census.