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AI Max Lets Google Write a School's Headlines. The School Still Answers for Every Promise Google Writes.

AI Max lets Google pick searches, write headlines from a school's whole site and choose the landing page. Why the school still answers for every claim.

David SmaniaFounder, BrandRocket
10 min readOctober 16, 2026

AI Max is Google's newest way to run a Search campaign with less human input. Switch it on and Google decides which searches the ads show on, writes headlines the school never wrote and chooses which page of the school's site a family lands on. For an ecommerce store selling shoes, that may be a fair trade. A school is different: each headline Google writes runs under the school's name, and federal rules limit what many schools may claim.

This chapter covers what AI Max actually changes, where Google gets the words, why the school stays responsible for them, and the one point in a school's account where AI Max belongs.

Chapter 13 of 16

AI Max Widens the Searches, Writes the Ads and Picks the Page. A School Gives Up All Three Controls at Once.

Google's AI Max setup page describes three features that work together:

None of the three is meant to run on manual bids; Google ties them to conversion-based Smart Bidding. In other words, AI Max assumes the account already knows what a good conversion is and has enough of them.

Two details make this more than a setting a school can ignore. Chapter 9 covered the first: AI Max arrives already switched on when a school creates a Search campaign, so even a careful exact match build needs it turned off by hand. The second is on Google's Final URL expansion page for AI Max: once a school opts in, Final URL expansion is enabled by default, and pinned ad assets aren't used when Google picks a more relevant page. The school's carefully pinned headline can disappear from the ad at the moment Google chooses a different landing page.

That's three controls handed over in one switch: which families see the ad, what it says to them and where they land. Chapters 6 and 9 built a school's first campaign around keeping exactly those three things in the school's hands.

AI Max hands Google three decisions at once: who sees a school's ad, what it says and where it lands.

Google Builds AI Max Ads From the School's Whole Website. Old Pages Still Carry Old Promises.

The words for text customization come from the school's own domain. It sounds harmless until a school looks hard at everything its own website still says.

In Chapter 10, we pulled the public sitemaps of our twelve example schools in the Salt Lake City market. At the online university, 2,150 of the 3,847 pages listed were blog or news posts; at the Christian school, 222 of 256. Many are years old. Program pages get renamed, scholarships change amounts, start dates pass, and the old pages often stay up.

The schools' own ads already show what happens when old claims linger. In Chapter 8, 9 of our 12 example schools had run at least one ad with a claim, offer or date their own site didn't support, including an August 2024 class start still advertised in August 2026. Our research turned up another ad still promoting a February 2021 start in October 2026. Those were ads a person wrote and forgot. With text customization, Google can write new ones from the same old material.

The risk isn't that Google invents something from nothing. It's that it faithfully repeats something the school said once and no longer offers: a scholarship amount from three years ago, a program that moved online, a pass rate from a strong year, or a line like "100% job placement" buried in an old graduation post. Every one of those can become a headline.

Before any school turns on text customization, it needs to know what's on its own site. Search the site for old start dates, dollar amounts, percentages, "guaranteed" and "accredited," and fix or remove the pages that no longer hold true.

Federal Rules Hold a School Responsible for Its Marketing. A Google-Written Headline Is Still the School's Ad.

For colleges, trade schools and online programs that take federal student aid, the Department of Education's misrepresentation rules apply to advertising. Under 34 CFR 668.71, the rules cover the school itself and any "organization, or person with whom the eligible institution has an agreement to provide ... marketing, advertising, recruiting or admissions services." They define the standard broadly: "A misleading statement includes any statement that has the likelihood or tendency to mislead under the circumstances." And they cover statements that leave things out: "Misrepresentation includes any statement that omits information in such a way as to make the statement false, erroneous, or misleading."

The rules that follow name the topics where schools get in trouble:

The Federal Trade Commission covers similar ground. In 2021 it sent a formal notice about education claims to 70 for-profit colleges, covering misrepresentations about graduates' employment prospects, earnings and the share of students who found jobs. The FTC said being on the list didn't mean a school had done anything wrong; it meant the school had been told, and that later violations could bring civil penalties.

Google's own advertising policies point the same direction. Its misrepresentation rules, covered in Chapter 8, already forbid a school ad from offering what the landing page doesn't, or from presenting a rare outcome as the normal one.

Private K-12 schools sit outside these particular rules, which cover colleges, trade schools and online programs whose students use federal student aid. That doesn't free a private school's ads, and it doesn't make the stakes smaller: tuition at a private day school can run into the tens of thousands of dollars a year, and families decide on the strength of what the school tells them. Google's misrepresentation policy applies to every advertiser, and a parent paying private tuition reads "small classes," "college placement" and "accredited" as promises. A private school that lets Google write headlines from a ten-year-old admissions page answers to those parents.

Put together, our reading is simple. Whether a person at the school, an agency or Google wrote the headline, the school paid to run it, and the family read it as the school's promise. AI Max doesn't change who answers for the ad.

Whoever wrote the words, the school paid to run them. A family reads every headline as the school's promise.

Google's Text Guidelines Block Words, Not False Claims. Someone at the School Still Has to Read Every Ad.

Google's main control over its own text is text guidelines, which Google describes as an experimental beta. They come in two parts. Term exclusions let a school ban as many as 25 words or phrases from Google's text in a campaign. Capital letters don't matter, each ban only covers the language it's typed in, and by Google's own account a ban won't stop Google from writing price assets. Messaging restrictions describe tone and topics to avoid in plain language.

A school's starting exclusion list writes itself from the rules above:

Dollar figures need a different tool, since Google says term exclusions can't stop price assets. Add a messaging restriction instead, such as "Don't state scholarship or aid dollar amounts."

That list helps, but it only blocks words. It can't tell a true pass rate from an old one, or a program that's accredited from one that isn't. Someone at the school, usually whoever owns admissions marketing, has to read the Google-written assets and remove anything the school can't support today. Google refreshes those assets as often as every couple of days, so read them several times a week at first; after that, a weekly read catches the patterns, if not every asset.

Make the weekly read a routine, not a project. Google says the guidelines also apply to the Google-written assets already running, so update the exclusion list whenever the weekly read turns up a new problem word. For each Google-written headline and description, ask three questions: Is it true today? Is it on the page the ad points to? Would the school say it in a brochure? Any "no" means remove the asset and fix the page it came from, so Google doesn't write it again next week.

Which brings it back to when. In our rollout, AI Max comes last: after the exact match Isolation campaign (Chapter 6), after Exploration has proven broad match can find good families, after Performance Max has run with its exclusions (Chapter 10). It never goes into the Isolation campaign, which exists precisely to keep the searches, the words and the pages in the school's control. By the time AI Max starts, the account should have months of quality inquiries for Smart Bidding to learn from, and the school's website should already be cleaned of claims it wouldn't want in a headline.

Some schools will decide AI Max isn't worth it at all. For a small private school whose program searches are few and well known, Exploration may already reach every family worth paying for. That's a reasonable choice.

AI Max can find more of what already works. It can't tell a school what works.

It earns its place only in an account that already knows which families enroll.

Next: Google Ad Grants and the School Foundation

Chapter 14 covers Google Ad Grants, the free search advertising Google gives nonprofits, and why schools themselves are excluded while a school's separate foundation may not be. If your Business Profile isn't linked yet, Chapter 12 covers it. All sixteen chapters are listed on the Google Ads for Education guide home. If you'd like a hand deciding whether AI Max fits your school, here is how our Google Ads management runs for schools.

Google Ads for Education

Google Can Count the Inquiry. Only Admissions Can Turn It Into a Student.

We've run paid ads for 25+ years and seen just about every way a budget goes sideways. Get on the phone with someone who does this every day. Bring your questions, your numbers and your skepticism. You'll hang up knowing what we'd do, whether you hire us or not.

David Smania · Founder, BrandRocket

25+ years running paid media for small businesses, and a low tolerance for agency theater.

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