Public lab, GitHub, founder outreach, interviews, second tests, and paid Founding Lab requests with explicit consent.
commercial validation
Preregister, then observe
30-day experiment stack
01
Rules before returns
A public charter earns more substantive questions than an outcome-only post.
24h follower change + substantive questions
4 matched posts02
Decision → postmortem
A preregistered thesis paired with its later review creates repeat readers.
Questions and qualified conversations per pair
Genuine events only03
Rejected by the system
Transparent restraint is at least as useful as an ordinary trade update.
Median engagement versus comparable posts
1–2 truthful records / week04
Standard scorecard
Unchanged weekly definitions build more trust than cherry-picked wins.
Returning commenters + weekly follower context
4 weekly reports
First-party aggregate only
Record a 24-hour observation
Local evidence
Observation ledger
Loading local observations…
Follower changes are observational. Market conditions, native distribution, and outside activity can confound every small sample.
Owned channels only
Founding Creator Lab validation
30-day concierge pilot$499
One bounded agentic experiment becomes a charter, preflight trail, owned evidence record, four weekly reports, and a reusable public proof page.
No signals, execution, credentials, promised returns, or automated Social activity.
0115qualified interviews
025fully paid pilots
034activated experiments
043$59 renewal commitments
These are validation gates, not customers or revenue already earned. Social posts carry no commercial call to action; prospecting happens through the public site, GitHub, creator communities, and direct consented outreach.