Section 1
The direct answer
A keyword is "dead" when Google can answer it completely inside the AI Overview, so the searcher never needs to click anything. "How much does a new AC cost" is the perfect example. The honest answer is a range, the box states the range, and the reader has what they wanted. They did not want your website. They wanted a number, and Google handed it to them for free above your listing. A keyword is still "live" when the answer cannot live in a paragraph, because it depends on the searcher's specific situation, their location, or their need for someone to actually show up. "AC repair near me at 9pm" cannot be resolved by a summary. It resolves by calling a business that answers. That is the ground the AI box cannot take from you, and it is where your remaining SEO effort belongs.
Section 2
The dead-versus-live keyword map
Here is the shift in one table. The left column is what many HVAC sites still target. The right column is what actually converts now. Read it as a reallocation, moving effort from left to right. The dead patterns share a shape: general, national, answerable in a sentence, no urgency, no location. The live patterns share the opposite shape: local, specific, tied to a decision or an emergency, and pointed at hiring rather than learning. The AI box is very good at the first shape and structurally unable to satisfy the second, because the second needs a real business with real availability in a real place.
Section 3
What to actually do about it
You do not need a rebuild to act on this. Three moves. First, stop writing new pages aimed at the dead patterns. Every hour spent trying to rank for "how much does a new AC cost" in 2026 is an hour spent feeding the answer box. If you already have those pages and they still pull traffic, leave them up as brand exposure, but stop investing in them and stop measuring your SEO by their numbers. Second, build and sharpen the pages that match the live patterns: your service-area pages, your "emergency [service] [city]" pages, your quote and financing pages, your reviews. These are the pages a person lands on when they have decided to hire, and they are where a click still means money. Third, verify before you assume. Do not trust this table over your own market. Open an incognito window and search your top ten terms. Watch which ones trigger a full AI Overview that answers the question, and which ones return a map pack and local listings instead. The ones that return the map pack are still yours to win. Tag your keyword list that way, and let it steer where you spend.
Section 4
The one number that keeps you honest
Traffic is now a misleading scoreboard for HVAC SEO. A page can lose 60 percent of its visits and cost you almost nothing, because those visits were people reading about SEER ratings who were never going to book. Another page can lose 15 percent of its visits and gut your pipeline, because those were people comparing installers in your town. The visit count cannot tell the two apart. The only metric that can is leads or calls per page, which you should be tracking through call attribution or form submissions, not through a raw traffic report. Optimize the pages that produce booked jobs, and let the informational ones fade.
Section 5
The fitness test
Make this shift if a meaningful share of your SEO was built on informational, how-much and how-to content, and your traffic has slid while your booked jobs have slid less or not at all. That gap is the signal that AI took your low-value clicks, and your job now is to defend and expand the transactional, hyperlocal pages it cannot touch. Do not bother if you were already a local-first, hire-intent site with thin blog content, because there was little for the answer box to take. In that case your work is the map pack and reviews, not keyword triage. Either way, the era of chasing informational volume is over for home services, and pretending otherwise just funds Google's answer box with your time. Sources: Pew Research Center on AI summary clicks; Google Search Central on search intent and helpful content; Search Engine Land on informational query loss to AI Overviews.