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AI & Search

Google just published its official AI search guide. Here is what it means for movers.

TL;DR

On May 15, 2026, Google Search Central published its first official guide to optimizing for AI search features (AI Overviews and AI Mode). The headline is simple: SEO is still the foundation, generative AI features are grounded in Google's existing search index, and most of what the "AEO" and "GEO" agency industry has been selling for the past two years is either repackaged SEO or actively unnecessary. Google explicitly names llms.txt files, content "chunking", rewriting for AI, and inauthentic mention campaigns as things you do not need. For movers, the playbook tightens: real first-hand content, clean technical baseline, and a Google Business Profile that signals a genuine local business. That is it. The new free field guide reflects this directly.

For the past two years, every mover with a website has had some agency in their inbox pitching "AEO" (Answer Engine Optimization) or "GEO" (Generative Engine Optimization) as a brand-new discipline that requires a brand-new retainer. Today Google quietly disagreed with most of that industry in print.

The new official guide at developers.google.com/search/docs/fundamentals/ai-optimization-guide is the first time Google has spoken directly to website owners about how to optimize for AI search. It is short, opinionated, and unusually direct. We read every word of it, mapped it onto the mover industry specifically, and pulled the seven things that actually change for a moving company.

1. What Google actually said, in one paragraph

Generative AI features inside Google Search (AI Overviews and AI Mode) are powered by the same ranking systems that decide who shows up in regular search results. The model retrieves a candidate pool of pages from the search index, then chooses which to ground its answer in. If your site does not rank organically, it cannot be cited. Therefore the foundations of SEO, applied well, are the foundations of AI search visibility. Google then lists three pillars you should focus on, followed by a list of things you can stop doing.

Google's three pillars vs. the mythbusted tactics GOOGLE'S OFFICIAL POSITION (MAY 2026) DO THIS Three pillars Google explicitly endorses 1. Non-commodity content First-hand experience. Unique POV. Stuff a generic AI cannot produce. 2. Clear technical structure Crawlable, indexable, fast on mobile. Page experience baseline. No spam. 3. Local business details Google Business Profile fully built out. Real categories, services, photos, posts. "These features rely on AI techniques to highlight content from our Search index." (Google, May 2026) STOP DOING THIS What Google calls out as unnecessary ✗ llms.txt files and "AI text" markup Not required. Not a ranking signal. ✗ "Chunking" content for AI No magic page length. Write for humans. ✗ Rewriting content "just for AI" AI understands synonyms and intent. ✗ Inauthentic mention campaigns Spam systems block them. Wasted money. ✗ Overfocus on structured data Not required for AI. Still good for SEO. "Many suggested hacks are not effective or supported by how Google Search works." (Google)
Google's official position, side by side. Three pillars on the left (do this), five mythbusted tactics on the right (stop doing this). The guide is unusually blunt by Google standards. They name "Answer Engine Optimization" and "Generative Engine Optimization" as terms and effectively dismiss the tactics those terms are most associated with.

For our own previous take on the AEO and GEO landscape, see how to rank in AI search as a moving company in 2026. We were already skeptical of most of the industry. This guide goes a step further and makes the skepticism official.

2. The three pillars, translated for movers

Pillar 1. Non-commodity content (where most movers fail)

Google's exact phrasing here is worth quoting. They contrast commodity content ("something like '7 Tips for First-Time Homebuyers'") with non-commodity content ("'Why We Waived the Inspection & Saved Money: A Look Inside the Sewer Line'"). The first is restatement. The second is a first-person primary source. Google says non-commodity content "will likely influence your website's presence in generative AI search in the long run more than any of the other suggestions in this guide".

For a moving company, the equivalent split looks like this:

Commodity vs. non-commodity content for moving companies WHAT A GENERIC AI CAN VS. CANNOT WRITE COMMODITY (DO NOT WRITE) Anyone could write this. AI already did. → "10 tips for an easier move" → "What to pack first when moving" → "How to choose a moving company" → "Best season to move" → "Moving day checklist" Zero competitive moat. Will not get cited. NON-COMMODITY (WRITE THIS) Only you can write this. AI will cite it. → "What a four-bedroom Buckhead to Vinings move cost in April 2026" → "Why South End walkup moves run 90 minutes longer than estimates" → "Three things we changed after a 2024 claim we paid out on" → "Piano-move pricing across NC" Primary source. Exactly what AI wants.
The commodity/non-commodity test for mover content. Left column: anything a freshman with ChatGPT could produce in 90 seconds. Right column: content rooted in real jobs, real prices, real neighborhoods, real claims. Google's guide says the right column is what feeds AI Overview visibility long-term.

We have been writing about this gap for a year. The connected reads are how to write a city page that ranks (which covers the same principle for location pages specifically) and what a good moving company website actually looks like. The Google guide is now formal endorsement for everything in those posts.

Pillar 2. Clear technical structure

Google's technical section is short and reads like a checklist. Translated for a mover website:

  • Be indexable. A page that is blocked, redirected, noindexed, or behind a login cannot show up in AI features. We see roughly one in five mover sites we audit have at least one critical page accidentally noindexed.
  • Be crawlable. No robots.txt blocking the whole site, no aggressive JavaScript walls. Make sure Googlebot can actually read your service pages and location pages.
  • Be fast on mobile. Page experience matters. A four-second load time on a Charlotte mover page is a four-second load time on every AI search surface that grounds in Google.
  • Use semantic HTML when convenient. Google explicitly says perfect markup is not required. Headings, paragraphs, lists. Standard stuff.
  • Reduce duplicate content. Templated location pages that swap the city name and nothing else are the largest source of duplicate-content waste we see in the mover industry. Google now formally points to them as a problem for AI features too.

Pillar 3. Local business details

Google's third pillar is the part of the guide that should make every moving company put down whatever they were doing and open their Google Business Profile. The exact quote: "Generative AI responses can include product listings, product information, and information about local businesses. Using products like Merchant Center and Google Business Profiles can help your products and services to be visible in both AI responses and other Google Search results."

This is the clearest formal statement we have seen from Google that Google Business Profile is a primary input to AI Overview answers for local-service businesses. The five-lever GBP playbook we have been advocating (categories, photos, posts, reviews, Q&A) is the AI search playbook too. There is no separate AI-specific GBP work. The standard work is the AI work. Our GBP audit for movers walks through it step by step.

3. The mythbust list, in detail

Google's mythbust section is the most direct part of the guide and the most useful. Five things they explicitly name as unnecessary or actively distracting:

Myth 1. "You need an llms.txt file"

Google's exact wording: "You don't need to create new machine readable files, AI text files, markup, or Markdown to appear in generative AI search." The llms.txt convention emerged in late 2024 and was widely pitched as an AI-search ranking factor. Google says it is not. If you already have one, leave it. If you do not, do not waste time creating it. We are updating our own previous advice on this. We had recommended adding llms.txt as a low-effort signal. Google's new official position is that the file does not factor into AI search visibility on Google. The cost to add is near zero, so the recommendation softens to "harmless but pointless".

Myth 2. "You need to chunk content for AI"

Some agencies have been telling movers to break their service pages into 300-word "chunks" so AI can extract them more easily. Google says there is no ideal page length and no required structure. Write the page that serves the customer. If a piano move needs 1,400 words to explain, write 1,400 words. If a same-day local move needs 600, write 600.

Myth 3. "You need to rewrite your content for AI"

Google's response: AI systems understand synonyms and general meaning. You do not have to capture every variation of how a customer might ask a question. You do not need a separate "AI version" of your service pages. Write one good page, well, for your actual customers. If a search is for "movers near me", "best moving company close by", or "who can move my house this weekend in Atlanta", they can all land on the same Atlanta service-area page, as long as that page is genuinely useful.

Myth 4. "You need to seek out inauthentic mentions"

A small industry sprang up around "AI mention building" in 2025: pay $400 a month to get your moving company mentioned in low-quality blog posts, Reddit threads, and aggregator sites to "feed the LLM training data". Google's guide explicitly names this and points out that the same spam-detection systems that filter low-quality content for regular Search also filter it for AI features. The money you spend on fake mentions is feeding the spam filter, not the AI.

Myth 5. "You need to over-invest in structured data"

Schema and structured data are still useful for regular Google Search (rich results, knowledge panel signals, faster understanding). Google says they are not required specifically for generative AI features. So implement LocalBusiness schema on your homepage. Implement Service schema where it makes sense. Implement Review schema where reviews appear. Do not turn structured data into a separate "AI optimization project" and do not pay anyone to invent novel schema types for AI visibility.

4. Agentic experiences: the part most people are missing

Buried near the bottom of Google's guide is a paragraph on agentic experiences: AI agents that browse websites on a user's behalf. They cite web.dev's agent-friendly best practices and reference the emerging Universal Commerce Protocol (UCP). This is a small section but a real signal of where Google sees the next two years going.

Practically for a moving company in May 2026, agentic experiences are still a "watch this space" item, not a project. But two foundational pieces matter even now:

  • A clear DOM and accessibility tree. Browser agents (the kind that already exists in ChatGPT's "tasks" feature and is rolling into Gemini and Claude) navigate your site by reading the structured representation of the page. The same semantic HTML and accessibility patterns that help screen readers help agents. If a customer's AI agent cannot figure out how to find your quote form, you lose the booking.
  • A quote form that works without JavaScript hacks. Multi-step modal forms, popups that block content, and forms that require five conditional fields to appear before submission are the kind of thing that breaks agents (and human visitors). The simpler your quote form, the more readily an agent can submit it on a user's behalf.

We do not know yet how dominant agentic search will become. We do know that the moving companies whose websites already follow good accessibility practices will be the first to benefit, and the ones whose sites are bloated, popup-laden, and JavaScript-locked will be the last.

5. Seven things a moving company should actually do this week

Concrete actions a mover can take based on Google's official guidance, in order of leverage:

Seven concrete actions for movers based on Google's AI search guide THE WEEK-OF ACTION LIST 1 Open your top three location pages. If you can swap the city name and the content still makes sense, the page is commodity. Rewrite with real neighborhoods and move types. 2 Run your Google Business Profile audit. Categories aligned with reality. Job-specific photos. A post from this week. Reviews responded to. Q&A pre-loaded with quote-call questions. 3 Publish one piece of first-hand content. A real cost from a real move. A real photo. A real customer quote. Something a generic AI could not have written. 4 Audit your technical baseline. Mobile speed under three seconds. No noindexed service pages. No 4xx errors on tracked URLs. No robots.txt blocking key paths. 5 Cancel anything in your stack labeled "AEO" or "GEO". If it is genuinely doing SEO work, keep the budget but rename the line. If it is selling llms.txt files and "AI mentions", stop the spend today. 6 Verify your site in Google Search Console. Without GSC verified, you cannot see which queries drive impressions, where AI Overviews appear, or what is failing to index. 7 Subscribe to Google Search Central directly. Skip the AEO/GEO influencer noise. Get the primary source. Their blog covers updates weeks before the agency-side commentary.
Concrete actions a moving company can take this week, derived directly from Google's official guide. None of these are speculative. All of them are the same things we have been running for clients, and the same things our free 34-page mover SEO field guide walks through in detail.

6. What this means for your current agency

If your agency has a line item called "AEO" or "GEO" in your monthly invoice, ask them what it covers. If the answer is "writing FAQ pages, using Q&A structure, building topical authority, improving E-E-A-T", that is regular SEO, just relabeled. There is nothing wrong with the work itself. You should pay for it. You should also expect the agency to call it what it is.

If the answer is "we add llms.txt files, we chunk your content, we build mentions across AI training data sources, we add special AI schema", that work is now formally not endorsed by Google. Stop the spend. Redirect the budget into your service-area page rewrites and your GBP cadence.

If you are not sure how to grade your current agency on this, the agency-evaluation framework in why you feel scammed by all of your previous SEO providers still applies. It already incorporates the AI search dimension.

7. The single sentence that matters

If you remember one line from Google's guide, make it this one: "Focus on what your visitors would enjoy, find helpful, and feel satisfied with after visiting your website."

Translated for a moving company: a customer searching for "movers in [your city]" wants to know if you can do their move, how much it will cost, when you can do it, whether other people in their neighborhood trust you, and how to reach a human. The website that answers those five things, plainly and specifically, is the website that wins. It is also, not coincidentally, the website that gets cited in AI Overviews, ranked in the local pack, and recommended by ChatGPT and Perplexity.

Google has now formally aligned its AI search guidance with the same principles the best agencies have been advocating for two decades. The AEO/GEO industry has lost its primary source of mystique. The mover that runs a real SEO program with discipline wins. Everything else is theater.

Companion resource

We published a free, fully-illustrated 34-page field guide on the same topic this month. It covers every concept above in operational detail, with annotated mockups of a strong GBP, a strong homepage, and what a "cited in AI Overview" result actually looks like. Free, no email gate, no follow-up sequence. Download the field guide.

Frequently asked questions

Did Google officially say AEO and GEO are not real disciplines?

Google did not say AEO and GEO are not real. They said that for Google Search specifically, the tactics most often sold under those names (llms.txt files, content chunking, rewriting for AI, seeking inauthentic mentions, special schema markup) are not required and are often ineffective. Google's position is that the foundations of SEO (helpful content, technical clarity, local business optimization) are what feed generative AI features inside Google Search, because those features are grounded in the same core ranking systems.

Do moving companies still need an llms.txt file on their website?

Google explicitly says no for Google Search. Their guide states that you do not need to create new machine-readable files, AI text files, or markdown to appear in generative AI search. The file does not move the needle on AI Overviews or AI Mode visibility. It costs almost nothing to add, so leaving it in place is fine, but stop treating it as a meaningful AI ranking tactic.

What does "non-commodity content" mean for a moving company?

It means content a generic AI cannot write because the input is your real first-hand experience. A page titled "7 Tips for First-Time Movers" is commodity content. A page titled "What it cost a four-bedroom family to move from Buckhead to Vinings in April 2026, line by line" is non-commodity content. The first is restatement. The second is a primary source. Google's guide explicitly names this distinction as the single biggest content lever for generative AI visibility.

Does Google's guide change anything about local SEO for movers?

Yes, it reinforces it. Google explicitly calls out Google Business Profile as a primary signal feeding AI responses for local businesses. A mover that runs a strong GBP (correct categories, weekly posts, job-specific photos, responded reviews, pre-loaded Q&A) is feeding the same machine that decides what shows up in AI Overviews for local move queries. There is no separate "AI optimization" of GBP. The standard playbook is the AI playbook.

Should moving companies stop using structured data and schema markup?

No. Google's guide says structured data is not required specifically for generative AI features, but it is still useful for rich results in regular Google Search. For a moving company, that means LocalBusiness schema on the homepage, MovingCompany or Service schema on service pages, and Review schema where reviews appear are all still worth implementing. Just stop hearing structured data as "the AI hack". It is regular SEO hygiene.

Does Google's guide apply to ChatGPT, Perplexity, and Gemini too?

The guide officially only covers Google Search's AI features (AI Overviews and AI Mode). However, the underlying mechanics are similar across all major AI search surfaces: they ground their answers in an existing search index. ChatGPT Search uses Bing. Perplexity uses Bing plus its own augmentation. Gemini uses Google. The same foundational work that gets you cited in AI Overviews gets you cited in ChatGPT and Perplexity. The mythbust list (no llms.txt, no chunking, no rewriting for AI) applies across all of them.

Related reading

How to rank in AI search as a moving company in 2026 · Why you have to do SEO in 2026 · The Google Business Profile audit every moving company should run this month · How to write a city page that ranks (and earns trust) · Why you feel scammed by all of your previous SEO providers