Thousands are running the same play: scrape low-review local businesses, pitch an AI receptionist.
The pitch is easy and the tools are cheap. Retell runs around $0.07/minute. VAPI is similar. The same platforms are being resold by everyone who found the same YouTube tutorial at the same time. That's a feature race, and the margin pressure shows up fast.
I've watched this motion accelerate for six months. The agencies that pitched "AI receptionist setup" in Q4 2025 are now competing on price against operators who've never managed a client account before. The barrier to entry was always 30 minutes. The barrier to exit - churn, repricing, commoditization - arrives a lot faster.
Here's my read on where this goes: reselling an AI receptionist as a standalone service is a feature play. The underlying technology is cheap, accessible, and improving at the platform level for everyone simultaneously. Reselling a commodity on top of a commodity leads to a pricing conversation. That's the ceiling on the motion.
The durable play in local services is owning the lead-to-revenue system for one vertical. The AI receptionist is one component in that system - not the product.
For an HVAC contractor, that system looks like: call routing wired to ServiceTitan, offline conversion data flowing back to Google, intake classification separating emergency calls from price-shoppers, review request automation firing after job completion. The AI receptionist sits at the top of the stack. The stack is what closes jobs and what the algorithm learns from.
The operators building the full acquisition rig - call tracking, CRM write-back, offline conversions back to Google, intake scripts calibrated to the HVAC or PI law vertical - are solving a different problem than the bot resellers. Different problem, different price point, harder to replicate.
The repricing conversation is already happening for shops that went wide on bot resale. Depth in one vertical is harder to replicate than a 30-minute build.
Ruslan co-founded Tegra in 2017. Runs the Google Ads practice - feed, PMax, search, attribution. Writes weekly about the parts of paid search operators are afraid to touch.