Websites, estimate intake, dispatch, and operating systems.
For contractors and field-service businesses whose customer path continues into estimates, schedules, crews, and follow-up.
Routeless builds industry-specific websites and the systems behind intake, booking, follow-up, and operations. The pages below show the different buyer decisions and workflows each industry requires.
For contractors and field-service businesses whose customer path continues into estimates, schedules, crews, and follow-up.
For property and hospitality operations connecting changing inventory, multiple users, payments, partners, and service workflows.
For firms where expertise, confidentiality, qualification, and a clear handoff determine whether a prospect proceeds.
Explore dentists and med spas without implying clinical or client outcomes the published work does not support.
We put hiring questions to ChatGPT, Gemini, and Perplexity in the same five metros for each industry below, and saved every answer. All three will name businesses. What changes by trade is where they get the answer from — and that determines where the work starts.
The spread matters more than any single number. In a trade where assistants lean on directories, the work is getting your listings complete and consistent, because that is the evidence being read. In a trade where they lean on companies' own sites, the work is on the site you control — which is the better position to be in, and the rarer one. Each industry page below breaks down its own result, including who got named and which sources decided it.
One pattern held across every trade we measured. Assistants answer freely about work you hire for your house, and hedge about work you hire for your body or your legal position. The share of answers that named nobody, worst assistant per industry:
If you are at the cautious end of that list, the assistant is not withholding your name because your competitor outranked you. It is declining to make a recommendation at all, and the way through is evidence it can safely cite — credentials, licensing, and verifiable third-party sources — rather than louder marketing.
Method. Identical prompts issued to each assistant's public API across Las Vegas, Tampa, Denver, Phoenix, and Austin, split between commercial phrasing and the situational phrasing a buyer with the actual problem uses. Every assistant was queried with web search enabled, because that is what a buyer's app does; without it these models answer from memory and decline to name almost anyone, which measures the model rather than the market. Business names were resolved across spelling variants within each metro before counting. Assistants are non-deterministic, so these figures describe one collection run rather than a permanent state of the world. Want the same measurement for your own business? The free AI visibility report runs it against your market.
The system is the same. The intake questions, the objections, and the moment the buyer decides are not.
Common website and intake problems can slow a prospective client down.
Roofing demand spikes require a clear intake and follow-up process.
HVAC is won on response time and lost on everything after it.
Emergency calls and planned plumbing work need different paths.
The booking is usually lost on insurance and availability, not on dentistry.
Med spa marketing must account for advertising and medical rules.
These six have published research because they are where we have run the measurement so far. The underlying work — the services that make up every engagement — applies to any business where customers search, compare, and then contact someone. If your industry is not here, request a free website review or start a project, and we will tell you whether it is a good match. If the problem extends beyond the website, see the software, platform, automation, integration, and ongoing technology work Routeless builds.
You can also run a free AI visibility scan against your own business first — same measurement as the research above, pointed at your market, with sources you can check.