A one-week playbook for measuring AI search and fixing what breaks
Use this checklist to audit AI search visibility, tighten measurement, and prepare the next campaign draft without sending anything live until a person approves it.
AI search is changing how people discover brands, and the measurement gap is showing up fast. Search Engine Journal’s webinar on measuring AI Overviews and LLMs points to a practical problem marketers are facing right now: teams need a way to see what AI surfaces, what it cites, and what actually drives visits and conversions. Fast Company makes the same point more bluntly in its piece on marketers getting AI search wrong: if you treat AI search like old-school SEO, you miss the signals that matter.
This week-long playbook is for a small team that needs to get organized quickly. The goal is not to chase every new surface. The goal is to make your measurement usable, identify the pages that need work, and prepare the next round of changes in a way that stays paused until a person approves it.
If you want the setup side first, start with how to set up Google Analytics and connect it with AI agents and how to set up Google Tag Manager and connect it with AI agents. If you are still getting oriented on the operating model, what is agentic marketing? A practical guide for 2026 is a useful companion.
Step 1: Define the pages that matter most
Start with the pages that should win attention from AI search and organic search alike: your core product pages, category pages, comparison pages, and the pages that convert best.
What to check:
- Which pages already get search traffic
- Which pages answer high-intent questions
- Which pages are most likely to be cited or summarized by AI search systems
Done looks like:
- A short list of priority URLs
- One owner for each URL
- A clear reason each page matters this week
AIM helps by having SEO & Discovery and Market & Competitor Intelligence gather the public search signals around those pages, while Site Auditor checks for search and measurement issues before anyone makes changes.
Step 2: Verify measurement before you change content
The fastest way to waste a week is to rewrite pages without knowing whether the data is trustworthy. Before you touch copy, confirm that the basics are in place.
What to check:
- Analytics is connected and reading the right property
- Tagging is present on the landing pages you care about
- Conversion tracking exists for the actions that matter
- Landing links are tagged consistently enough to compare results later
Done looks like:
- You can open a page and see the expected tracking signals
- The team agrees on which events count as success
- There is no ambiguity about which report to use
AIM’s Site Auditor checks pages for search and measurement problems, and Analyst & Reporter can review results about twice a day so the team sees what changed without waiting for a weekly meeting. Any proposed changes still wait for approval.
Step 3: Audit what AI search is already surfacing
Use public search results and search suggestions to see how your topic is being framed. The point is to learn the language people and systems are using, not to guess.
What to check:
- The questions and modifiers that appear around your topic
- The pages that seem to dominate the result set
- Whether your content matches the intent behind those queries
Done looks like:
- A list of recurring query themes
- Notes on which pages are missing from the conversation
- A decision on which pages need a rewrite versus a new page
AIM’s SEO & Discovery agent uses real public data such as search suggestions and organic results to surface those themes. Creative Studio and Copywriter can then prepare a draft that matches the intent, but the draft stays paused until a person approves it.
Step 4: Rewrite one page for clarity, not volume
Pick one high-value page and make it easier for both humans and search systems to understand. Focus on the answer, the structure, and the proof.
What to check:
- The page opens with the main answer quickly
- Headings match the questions people actually ask
- The page includes the details a buyer needs to decide
- The page avoids vague claims and filler
Done looks like:
- A revised outline or draft
- Clear headings that map to intent
- A review pass from a person who knows the product
AIM can prepare the draft in Creative Studio and Copywriter, while Industry Desk can add market context and common objections. If the page needs a technical cleanup, Site Auditor can flag search or measurement issues before the draft moves forward.
Step 5: Prepare the next campaign as a paused draft
If the page is meant to support paid traffic, do not rush it into an ad account. Prepare the campaign first, then inspect the basics.
What to check:
- The draft is paused
- Budget is at or above the platform minimum and within the workspace budget
- Tracking works on the landing link
- Conversion tracking is present
- Special ad categories are declared when relevant
- Copy stays within channel limits and avoids common policy problems
Done looks like:
- The campaign is marked “Needs your approval” in AIM and by email
- Nothing spends yet
- A person has reviewed the draft and the checks
This is where AIM is designed to help. Campaign Planner prepares the structure, Media Buyer checks the platform constraints, and Performance Optimizer can propose changes later if results need attention. But the campaign stays paused until a person approves it.
Step 6: Review the first signals and decide what to keep
After the page and campaign are in place, look for the first useful signals rather than waiting for a perfect report.
What to check:
- Which queries or page themes are getting attention
- Whether the landing page is holding up
- Whether the conversion path is working as expected
- Whether the team needs another page, not just another edit
Done looks like:
- A short list of what improved
- A short list of what still looks weak
- One decision for the next week
AIM’s Analyst & Reporter can summarize the week, and every Friday the team gets a weekly summary email plus a week-over-week Google Analytics comparison in the Activity feed. That makes it easier to decide whether to keep the page, revise it, or build the next one.
What to do next
- Set up Google Analytics and Google Tag Manager if measurement is not already connected.
- Pick one page that should matter most in AI search and organic search.
- Run a Site Auditor pass before rewriting anything.
- Prepare one paused campaign draft and review the approval checklist.
- Use the Friday summary to decide what to keep, change, or build next.