04 · TUGG Pre-Seed
Traction & Validation
The live assessment funnel, the aggregated analysis behind it and what remains unproven.
TUGG's validation to date comes from a live compatibility assessment funnel: 1,480 people started it and 1,000+ completed it. Figures are aggregated and anonymised.
Assessment funnel
1,480
Assessments started
1,000+
Assessments completed
~72%
Approximate completion rate of assessment starts
Validation metrics shown are based on aggregated, self-reported pre-launch assessment and waitlist data. They represent early market signals rather than product usage, product-market fit or observed purchasing behaviour. Assessment participants are not live product users.
Not yet measured
The assessment funnel is measured. What has not been tested is behaviour inside a product that does not exist yet:
- Retention and engagement
- Actual paid conversion against a real price
- Cohort acquisition cost
- Network density and matching quality
- Safety and moderation load at scale
Only aggregated and anonymised findings are shared. Identifiable responses and individual sexual-preference data are not exposed. Detailed demographic, acquisition, intent and willingness-to-pay percentages remain excluded until validated against the source records.