What changed in AI-powered search
On October 28, Google announced that ads in AI Mode are expanding to additional countries and that multiturn ads are launching in the United States. Those ads can appear during follow-up questions, not only beside the buyer’s first search.
Google also reported that AI Mode queries are, on average, three times longer than traditional searches. In Alphabet’s third-quarter results, the company said year-over-year Search-query growth was the highest it had been in five years and that AI was contributing to growth in commercial queries.
Those are platform-level facts, not proof that a local contractor will receive more qualified leads or lower acquisition costs. The practical inference is that search is creating more opportunities for a buyer to explain context before choosing a company. Marketing teams should prepare to answer that context instead of treating every query as the same keyword with a different wrapper.
Longer questions reveal the decision behind the keyword
A traditional search such as ‘pool builder near me’ reveals a category and a location. A conversational search can reveal the homeowner’s site conditions, timeline, design priorities, financing concerns and uncertainty about the process. Roofing and spa buyers can ask equally specific follow-up questions about materials, repair-versus-replacement decisions, energy use, warranties and expected disruption.
That does not eliminate the need for keyword strategy. It changes the content required around it. Broad service claims become less useful when the buyer is asking a detailed question and the platform is trying to identify the most relevant answer.
- Document the questions prospects ask before booking
- Separate urgent, planned and inspiration-stage searches
- Build pages around real services, markets and project conditions
- Use completed projects to show how the company handles tradeoffs
Make the landing experience continue the conversation
An ad can earn the next click, but the landing page has to preserve the buyer’s momentum. If a homeowner asks a detailed question and reaches a generic page with stock language, the company has forced the conversation backward.
Campaign pages should make service area, project fit, process, proof and the next step easy to understand. They should also acknowledge the concerns that change the decision: site constraints for pools, roof condition and storm history for roofing, equipment compatibility for spas, and timing or capacity across every service line.
This is also an SEO discipline. Create useful pages because they help people make decisions, not because an AI feature exists. Clear structure, crawlable text, original local proof and accurate business information remain the foundation.
Use AI to preserve context, not impersonate expertise
AI can summarize the search or inquiry, identify the likely service line, draft a response and route the opportunity. A CRM workflow can acknowledge the request immediately and make sure it reaches the right owner. That is valuable repetition to automate.
The trust points still belong to people. A person should confirm project fit, explain pricing nuance, handle exceptions and make commitments about design, timing or delivery. Give that person the context already provided so the homeowner does not have to repeat the story after moving from an AI-assisted search to a human conversation.
- Capture the originating query, page and campaign where available
- Route by service, geography, urgency and project stage
- Escalate scope, price and feasibility questions to a qualified person
- Record the next action and the reason an opportunity does not advance
Do not confuse query growth with lead quality
More searches and more ad surfaces can create incremental opportunity, but platform growth does not establish contractor-level profitability. A conversational search may produce a better-informed buyer, an early-stage researcher or a person whose project is outside the company’s fit.
Evaluate AI Mode and other automated inventory with the same business scorecard used for every channel: qualified-opportunity rate, appointment-booked rate, appointment-held rate, proposal rate, sale, revenue, margin and acquisition cost. Preserve source detail in the CRM and send better downstream outcomes back to advertising platforms when the setup supports it.
Prepare now without chasing the label
Contractors do not need a separate ‘AI SEO’ department to respond to this change. They need a more useful version of the work that already matters: accurate local information, original expertise, decision-stage content, relevant advertising, disciplined qualification and timely human follow-up.
Start with one high-value service line. Review the questions buyers ask, improve the page that should answer them, align the ad promise, and make sure the CRM carries the context into the first conversation. Then measure whether the change improves qualified pipeline outcomes before scaling it across the business.
As search becomes a conversation, relevance has to survive every handoff. Answer the buyer’s real question, preserve the context, automate the repetitive work and let a capable person own the decision points that create trust.