Notes on contractor digital marketing, Answer Engine Optimization, lead-marketplace economics, and what AI search is actually doing to local services — written by the senior team behind 222+ brands across hospitality, consumer, and B2B at Fifty & Five.
AI assistants do not pull from the open web indiscriminately. They preferentially cite trust-anchor platforms — and in late 2025, Yelp captured 3.4× more AI citations than the next competitor and 72.5% of citations on Google AI Mode. For contractors, Yelp has moved from one citation source among many to a primary AEO surface.
Answer Engine Optimization is the discipline of structuring a business so that AI assistants cite it by name. For contractors — who depend on high-urgency, high-intent local search — it is rapidly becoming a primary determinant of who gets the call.
Lead marketplaces sell the same lead to three to five contractors at once. The math of that arrangement explains the close rate and the contractor's margin compression. Owned-site economics are different in kind, not in degree.
AI assistants are answering a growing share of local-services queries. The list of contractors they cite is short, engineered, and overwhelmingly absent of the contractors who currently dominate traditional search. The window to fix that is open, but narrowing.
The argument for owned digital infrastructure is not philosophical. It is a P&L. Twelve months of marketplace lead spend versus twelve months of owned-site investment produces dramatically different cumulative returns — and the gap widens every month.