No AI click data yet: What local owners should demand before paying for AI SEO

What changed and who it hits

A November 2 Search Engine Roundtable report said Google still has no announced click or query data coming for AI Mode and AI Overviews inside Google Search Console. The report covered a LinkedIn discussion where Gary Illyes corrected a claim that this data was expected soon. Illyes said the team is interested in giving more data that makes sense, but that Google has nothing to announce.

That matters most to local service businesses being pitched AI SEO right now. If you own a roofing company, dental office, HVAC shop, law firm, med spa or home services company, you may hear that an agency can get you visible in AI answers. The hard question is not whether AI answers matter. The hard question is what proof you can actually audit before you pay.

The same Search Engine Roundtable article pointed to Rajeev Lekhwar’s LinkedIn post with Gary Illyes’ comment, and to John Mueller’s Bluesky response. Mueller pushed back on reading Illyes’ comment as a permanent no. That is still not a reporting product local owners can open today.

The short version for a local owner

Do not buy AI SEO based on a promise that Google Search Console will soon show clean AI Mode and AI Overviews clicks and queries. Google may add more reporting later, or it may not. Right now, the buying decision needs to be based on evidence an agency can collect and explain without pretending Google has already solved the measurement problem.

A practical proof plan should show whether your business is being mentioned, cited, compared and chosen in the places customers are asking questions. It should also connect that work back to calls, form fills, Google Business Profile activity and Map Pack movement.

Before you sign, ask the provider to show you the reporting format they will use and what each item means:

• ▸Where your business appears in AI answers for local buying questions
• ▸Whether the answer cites your site, profile or trusted third-party sources
• ▸How your Google Business Profile and Map Pack rankings are moving
• ▸Which calls, forms and booked jobs came from organic, local or tracked sources
• ▸What changed on your site, profile and listings during the reporting period

Why Search Console is not enough for AI proof right now

Search Console is still useful. It can help you see regular Google search queries, pages that earn impressions and pages that earn clicks. The problem is that the current news is about a missing layer: clean AI Mode and AI Overviews click and query reporting that a local owner could use to judge an AI SEO campaign.

That gap creates room for sloppy sales claims. An agency can say, “AI is the future,” then show you a normal Search Console chart and imply it proves AI visibility. It may prove your site received search impressions or clicks. It does not automatically prove you were included in an AI Overview, cited in an answer or shown inside AI Mode for local buying questions.

The safe rule is simple: Search Console can be part of the report, but it should not be the only report for AI SEO. Ask these questions when someone shows you Search Console data:

• ▸Does this chart separate AI Mode from traditional Google Search
• ▸Does this chart separate AI Overviews from normal results
• ▸Can you show the exact queries where our business appeared in an AI answer
• ▸Can you show screenshots or dated captures of the AI answer
• ▸Can you connect this visibility to phone calls, forms or booked consultations

Five proof points to demand before you pay

If Google is not giving clean AI click and query data yet, the proof standard has to move closer to the customer journey. A good local AI SEO report should not hide behind vague visibility language. It should show where you appeared, why that appearance matters and whether it is moving business outcomes.

Use this checklist before approving a proposal:

• ▸AI answer tracking for real local questions your customers ask, such as “best emergency plumber near me,” “who offers same-day AC repair” or “top family dentist in my area”
• ▸Citation evidence that shows whether the AI answer references your website, Google Business Profile, directory listings, review profiles or local content
• ▸Answer inclusion notes that show if your business is named, compared, summarized or omitted when nearby competitors appear
• ▸Local ranking movement, especially Google Map Pack visibility across the service area, not only at your office address
• ▸Lead tracking that ties calls, forms, chats and booked appointments back to organic search, local search and campaign changes

Track AI citations, not just AI mentions

A mention is when an AI answer names your business. A citation is when the answer points to a source that supports the statement, such as your website, a business profile or a trusted listing. For local owners, citations are often more useful than a screenshot that simply shows your name in one answer.

Why? Because AI answers can change. The same question may produce a different response based on wording, location, timing and user context. A citation trail helps you see whether your online footprint is strong enough to be used as supporting evidence.

Ask your provider to separate these items in the report:

• ▸Business name mentioned in the AI answer
• ▸Website cited as a source
• ▸Google Business Profile or local listing used as supporting information
• ▸Third-party profile cited, such as a directory or review platform
• ▸Competitors cited when your business is not included

Measure Map Pack movement because local intent still matters

For local businesses, AI visibility should not be treated as separate from local SEO. When someone asks an AI system for a nearby provider, the answer still depends on local signals, business information, reputation and proximity. Google has said its local ranking factors are relevance, distance and prominence. Those basics still matter when a customer is choosing who to call.

That means your Google Business Profile is not old news. It is one of the most important business records on the web. If your name, categories, services, hours, photos and reviews are weak or inconsistent, an AI answer has less reliable information to work with.

Your reporting should show local movement in plain English, including these items:

• ▸Map Pack rankings for core services across the area you actually serve
• ▸Google Business Profile actions, such as calls, direction requests and website visits where available
• ▸Category, service and description updates made during the month
• ▸New reviews, review responses and recurring themes customers mention
• ▸Competitors that consistently show above you in the same neighborhoods

Use call tracking without breaking trust

A local business does not need perfect AI click data to know whether marketing is producing opportunities. You need clean lead tracking. That means calls, forms, chats, booked estimates and consultations should be tracked consistently enough that you can see what is working.

Call tracking should be set up carefully. The goal is to understand lead sources without creating confusing business information across the web. If an agency wants to change your public phone number everywhere without explaining the local SEO risk, slow down and ask questions.

At minimum, ask for a lead report that separates these categories:

• ▸Calls from your website
• ▸Calls from your Google Business Profile
• ▸Form submissions from organic landing pages
• ▸Chat leads from service pages
• ▸Booked jobs or appointments that sales staff marked as qualified

What to do about it this week

You do not need to wait for Google to add a new Search Console report before improving your AI and local visibility. Start with assets you control and sources that AI systems can understand. The goal this week is to make your business easier to verify, easier to compare and easier to choose.

Pick one service you care about most, then check whether your online presence clearly supports that service. A vague homepage is not enough. A searcher asking for a specific local service needs evidence that you offer it, serve their area and have real experience solving that problem.

Here are practical actions you can take this week:

• ▸Search your top service plus your city and save screenshots of AI Overviews, Map Pack results and organic results
• ▸Ask your agency or internal marketer for a sample AI visibility report before buying anything new
• ▸Update your Google Business Profile services so they match the exact work customers ask about
• ▸Review your top service page and add clear service details, service areas, common questions and proof of real local experience
• ▸Check your major listings for consistent name, address, phone, hours and website information
• ▸Start tagging calls and form fills by source so future reporting is not based on guesses

Red flags in AI SEO sales pitches

The lack of announced AI click and query data makes the sales conversation more important. Some providers will be careful and transparent. Others may use AI uncertainty to sell a package that cannot be checked. Your job is not to become a technical expert. Your job is to ask for proof you can understand.

Be cautious when an agency treats AI SEO as a mystery box. Local marketing should have visible work, clear reports and a connection to leads. If you cannot see what changed or how success is judged, you are being asked to trust a label instead of a process.

Watch for these warning signs:

• ▸They promise AI clicks from Google Search Console without explaining the current reporting gap
• ▸They only show broad impressions and claim that proves AI visibility
• ▸They refuse to share example report formats before you sign
• ▸They talk about AI visibility but ignore your Google Business Profile
• ▸They cannot explain how citations, local rankings, calls and leads will be measured
• ▸They guarantee inclusion in every AI answer for your service

What a fair monthly report should include

A fair AI SEO report for a local business should be understandable in a short owner meeting. It should not be a dump of charts with no decisions attached. Every section should answer one of three questions: what changed, what proof do we have and what happens next.

Because Google has not announced clean AI Mode and AI Overviews click and query reporting in Search Console, your report should use multiple signals. None of them is perfect alone. Together, they give you a more honest view of whether the campaign is improving your chances of being found and chosen.

A useful monthly report should include these sections:

• ▸Target questions tested in AI answers, with dates and locations noted
• ▸Screenshots or exports showing answer inclusion, citations and competitor appearances
• ▸Map Pack ranking movement across the service area
• ▸Google Business Profile changes and performance notes
• ▸Website pages created or improved, with the reason for each change
• ▸Lead totals by tracked source, with notes on lead quality when your team can provide it
• ▸Next actions for the coming month, written in plain language

How to make a buying decision now

The November 2 Search Engine Roundtable report, Rajeev Lekhwar’s LinkedIn post and John Mueller’s Bluesky response all point to the same practical takeaway for owners: do not make a buying decision based on AI click data that Google has not committed to providing. Treat AI SEO like any other local marketing investment. Demand a measurement plan before you approve the work.

A strong provider will be comfortable saying what cannot be measured cleanly yet. That honesty is a good sign. It means they are more likely to build a report around real evidence: citations, answer inclusion, Google Business Profile work, Map Pack movement, call tracking and leads.

At Digital Domination, we work with local service businesses from our Las Vegas base, and we look at AI SEO as part of the same local trust system that affects search, maps and customer choice. Our AI SEO page at digitaldomination.ai/ai-seo/ explains how we approach answer inclusion, citations, local prominence, GBP signals and reporting without pretending Search Console has an AI click report. If you want a baseline first, start with the free GeoGrid scan at digitaldomination.ai/scan/.