We said MAYBE on August 24, 2026. Not settled — due August 24, 2027.
Read this with the caveat. We tested the engine that produced this verdict against 292 launches whose outcomes we already knew, and could not show it predicted which survived. Some of its data sources were also dead at the time of scoring. The verdict stays up, dated and unedited, because a record you can quietly revise is not a record — but it is worth less than it looked when it was written.
Demand is proven commercially but invisible organically: four funded and unfunded players charge for lead data, yet no one is publicly asking for the under-digitized-SMB variant and search is shrinking. The wedge (Google Maps/directory sourcing + phone validation + vertical templates for trades) is specific and solo-buildable, but you'd be selling to low-budget local agencies against commodity scrapers. Marginal — worth a fast, cheap validation attempt via cold outreach before writing much code, not a six-month commitment.
Four established competitors are already charging real money for lead data (ZoomInfo at $10k+/yr), which proves commercial demand for lead sourcing tools — but every organic signal is empty and search direction is shrinking, so the specific 'under-digitized SMB' framing has no independently verified pull.
A concrete wedge exists — none of the four incumbents serve offline/local trades sourced from Google Maps and directories, and complaints center on feature bloat, price, and technical setup — but two of the four (ZoomInfo, Apollo) are heavily funded data businesses with scale advantages in data freshness.
The wedge is real but the buyer may not be: the people selling to plumbers and HVAC shops are often one-person local agencies and reps with tiny budgets and high churn, and a shrinking-search, zero-chatter topic means you'd be creating demand rather than capturing it. Meanwhile Google Maps scraping is a commodity — dozens of $29/mo scrapers already dump the same data — so the defensibility lives entirely in enrichment and phone validation, which cost money per record and squeeze margins from day one.
What is worth more than this page. The register records what became of 6,266 real launches. No engine has to be right for that to be true.