Agency AEO: Managing Knowledge Graphs and Auto-Publishing to Client CMS
Guide for agencies on evaluating AEO software for knowledge-graph and citation management and auto-publishing to client CMS, and how groas documents that workflow.

AI Max is Google's broadest automation layer for Search. It expands your matching, builds assets, and sends traffic to more relevant landing pages — which is great for coverage and risky for control if you run it without guardrails.
This guide answers what it is, how to turn it off, and how to run it without burning budget. The short version: use it for discovery and scale, contain it with structure and conversion signal quality, and don't pay a human team to babysit toggles weekly.
What is AI Max in Google Ads? It is a setting inside Search campaigns that lets Google expand beyond your keywords using broad match expansion, automatically created assets, and final URL expansion.
In practice, that means:
Think of it as Search running more like Performance Max. You still set budgets, conversions, bidding, brand controls, and locations. Google decides much more of the matching, messaging, and landing page.
Google detailed the controls in its official Google Ads help documentation for 2025, and outlined the intent in its official announcement in 2025: less manual keyword shaping, more AI-driven matching tied to your site and creative.
For step-by-step setup and real performance data on impressions, conversion rates, and CPA, see our breakdown of AI Max setup and results.
Say you sell commercial HVAC maintenance in Dallas. Your exact keywords are around [commercial hvac maintenance dallas] and [rooftop unit repair].
With AI Max off, you only enter auctions for close variants of what you built.
With AI Max on, one AI Max example looks like this:
That is the upside. The downside is the same mechanism: if your conversion tracking is soft, your landing pages are thin, and you have no negatives or brand guardrails, that expansion finds irrelevant demand fast.
Google AI Max search campaigns in 2026 are no longer a limited beta. Most Search campaigns now show AI Max as an opt-in setting at campaign creation and in campaign settings.
What advertisers reported from the beta reviews and feedback in 2025 was consistent:
The pattern is familiar from our work on Search vs Performance Max hybrids: expansion without ownership cannibalizes what was working. Expansion with ownership finds net-new revenue.
Google AI Max ads do not remove you from the account. They change where your leverage is.
You still own:
What you give up is keyword-level precision. AI Max is intentionally keyword-light. If your strategy depends on tight ad group sculpting and match-type control, it will fight the setting. That is why keyword-centric management is failing in 2026 — Smart Bidding does not optimize at the keyword level anymore.
That is also why groas runs a different operating model. groas is a fully autonomous growth engine for paid search and organic search. Hundreds of specialized models execute bids, budgets, keywords, ads, and landing pages 168 hours a week, while a named account manager owns direction, guardrails, and result. Ad auctions change 24/7. A team that checks in once a day cannot keep up.
How to turn off AI Max in Google Ads? Turn it off at the campaign level in Settings. Google has moved the UI during rollout, but the path is the same:
Expected outcome: your campaign returns to keyword, match type, and asset control. Impression volume typically drops, irrelevant query categories stop, and CPA stabilizes within 1-2 conversion cycles.
When to turn it off:
When not to turn it off account-wide: one bad campaign does not mean AI Max is bad. Isolate it, contain it, and test it where you have budget to learn.
Do not start with "should I turn it on?" Start with budget, data, and what you can afford to learn.
Increasing budget without fixing structure usually raises costs, not revenue. AI Max magnifies that.
AI Max is only as good as your primary conversion. Before you enable it:
If you feed it raw leads, it will buy you more raw leads.
See what AI Max does versus how groas operates differently if you are deciding between native automation and fully managed autonomous execution.
Human teams review accounts periodically. Auctions move continuously. That gap is where AI Max waste hides.
If you run in-house or with a freelancer, limit AI Max to what you can actually review weekly: search term insights, asset performance, landing page swaps, and budget pacing. If no one owns it daily, keep it contained.
groas was built for this gap. The engine blocks irrelevant keywords, avoids costly bids, uncovers cheaper high-quality traffic, and runs thousands of tests around the clock. Every action is logged with reasoning in plain language, and nothing runs outside the budgets and guardrails you set.
Why is a demand-led strategy specifically critical when using AI Max or Performance Max? Because both products create supply. You have to tell them what demand is worth buying.
Without a demand-led strategy, AI Max and Performance Max optimize toward any conversion they can find. That means:
A demand-led strategy flips it:
That is the core of how groas manages paid search: outcome-oriented management toward qualified pipeline and revenue, trained on $500B+ in profitable spend, driving $1bn+ in attributable search revenue per year for 500+ businesses and agencies.
If you cannot name your best demand in one sentence, do not turn on maximum expansion.