AI buyers do not price operating records by file size. They price on headcount, years, system diversity, and whether the chain from lead to cash is visible. Here is the framework.
20 minutes. No files, no logins. Written yes or no in one business day.
Published floor: around $100,000 for US operators with 20+ W-2 employees and three years of history. Disclosed quotes at the 50-employee mark run $200,000–$400,000. Larger operators with deep, system-diverse records clear into the high six figures. A quote on a website is not a bid — a bid is a written number, on named systems, after you have approved the categories.
Four factors do most of the work. Headcount sets the band. Years, system diversity, and workflow visibility set the price inside the band. Industry scarcity and data cleanliness nudge the quote at the margin.
A real pricing conversation starts with 20 minutes of metadata — systems, years, rough record counts — and ends with two written quotes from actual buyers before you see a draft license.
Published floor is around $100,000 for US operators with 20+ W-2 employees and three years of history. Mid-size (50 employees) files move into the $200K–$400K range in disclosed quotes. Larger operators with system-diverse records clear into the high six figures.
Three years is the floor. Five or more is preferred. Ten or more commands a premium when it is paired with system diversity. A ten-year invoice file with no corresponding work-order chain still prices like three-year flat data.
A single CRM is thin. CRM + ERP + FSM + accounting + email + ticketing is premium. Buyers pay for the ability to triangulate — the same transaction visible in four systems from four angles tells a richer story than the same transaction logged once.
The chain from lead → estimate → work order → invoice → payment is the asset. Public text does not show this chain. Buyers price on whether a record set lets a model trace a decision from input to outcome.
Field-services operators are oversupplied in buyer longlists. Specialty verticals with regulatory or regional moats clear higher.
Consistent field conventions, few orphaned records, and system-of-record alignment reduce the buyer’s processing burden and lift the quote.
Consider a pest-control operator at 50 W-2 employees over seven years, running PestPac and QuickBooks. That record set is not just a customer list. It is:
A buyer paying for operational data pays for the ability to trace a decision from input to outcome. One system with six layers of chain is more valuable than six systems with one layer each.
A bid is a written number, on named systems, after you have approved the categories. We require two written numbers before anyone sees a draft license on your file — including the one on this page.
Systems, years, rough counts. No files, no logins. Written yes or no in one business day.
Main Street Wealth LLC is an M&A advisor. Published ranges reflect what buyers have said or published in public and are not offers. Nothing on this page is a recommendation to license, sell, or disclose any specific record. We do not provide legal, tax, or privacy advice; your counsel reviews the advisory agreement and any license before signing.