INSTIG8.

Chart 4, 15 October 2026PreviousNext

Say what showing up in AI is worth

Since 31 August 2026, Google shows every website how often it appears in Google's AI answers, and shows no clicks. Here is how an SEO agency lets AI software ask, count and draft for every client. Its head of search, the senior SEO who runs strategy, decides what counts and signs a paragraph in each report saying what it is worth.

This chart is an 8: one part of a business, eight pieces of work around the person whose judgment they depend on, redrawn for AI: which squares a machine runs, and which stay with people.

Ready now. 15 October 2026

1In ten seconds

The expertise
AI visibilityWhich AI answers matter for this client, what gets an assistant to name them, and what that is worth when clicks no longer show it.
Who holds it today
The head of search, or the ownerWhat a client's visibility is worth lives in one senior person's head, and gets whatever hours client work leaves.
The eight capabilities
8Audit, Prompts, Track, Mentions, Content, Access, Measure, Report
Moves to the machine
8 of 8Audit, Prompts, Track, Mentions, Content, Access, Measure, Report
Stays with people
0 of 8
What it takes
A signed first auditFrom about $695 a month for 10 clients. One senior person, every month

Read on

2Why now

How AI search runs at an agency now

A client asks whether they show up when buyers ask an AI assistant, then checks for themselves. Someone at the agency types a few questions into the assistants and pastes screenshots into the report. The answers change from one check to the next, the tools sold to fix it disagree, and nobody can say what a mention is worth. Most of it is done inside the retainer the client already pays.

66%

of agencies say clients now ask for help showing up in AI search, the top new request. (AgencyAnalytics survey of 494 agency professionals, fieldwork February to April 2026, published 30 June 2026.)

What agencies and their clients say

0 clicks shown

That is how many clicks Google's new count shows. Since 31 August 2026, every website can see in Search Console how often it appears in Google's AI answers, by page, country, device and date, but not clicks or what anyone searched for. (Google Search Central, 3 June 2026, updated 31 August 2026.)

Google now gives every client a free count of how often they appear in its AI answers. The count can't say what that is worth to their business. If your agency checks by hand and reports screenshots, the first grid below (before) is your agency today. If you already run a tracker, the second grid (after) shows the decisions a person has to make around it.

The business
An SEO or marketing agency of 5 to 30 people, selling search to small and mid-sized businesses on monthly retainers
The domain
AI visibility: which AI answers matter for a client, what gets an assistant to name them, and what that is worth when clicks no longer show it
What it's worth
Not priced in this chart: what being named is worth differs by client, and saying it is the head of search's job. For scale: the average monthly SEO engagement on Clutch, a site of client reviews of agencies, is $3,199.19, and 63% of agencies fold this work into that retainer without charging more.
Who else offers it
Checking by hand with screenshots, a tracker (software that asks the assistants on a schedule) the client buys for itself, or Google's own free count

See the sources

3Today and redrawn

The head of search holds the judgment, and the work gets done in the gaps. Someone types questions into the assistants and screenshots the answers. Mentions are bought from outside, content is mostly written with AI, and the client's settings decide what the assistants can read. The report still leads with traffic, and nobody ties a mention to a sale.

Today
AuditThe owner or an account person, by hand
PromptsWhoever runs the audit, from a template
TrackSomeone on the team, weekly, by hand
ReportThe account manager or the owner, monthly
AI visibilityThe head of search, or the owner
MentionsAn outside PR or link vendor, or nobody
MeasureThe SEO person by hand, or nobody
AccessNobody decides it on purpose
ContentIn-house, mostly with AI
Redrawn
AuditMachine
PromptsMachine
TrackMachine
ReportMachine
AI visibilityExpert
MentionsMachine
MeasureMachine
AccessMachine
ContentMachine
How each square runs the old way
AccessNobody decides it on purpose. Defaults decide what the assistants may read. One Reddit poster's check of 34 sites found 6 blocking AI crawlers, "In almost every case it wasn't a decision."
AuditThe owner or an account person, by hand. A few questions typed into a few assistants, the answers screenshotted. One owner with 13 clients called it "not a sustainable workflow".
PromptsWhoever runs the audit, from a template. 8 to 12 questions per client, or the keyword list turned into questions. Nobody knows what buyers actually type.
TrackSomeone on the team, weekly, by hand. Screenshots pasted into the report. "The results can change between checks", and tools disagree: one gave a brand a visibility score of 67, another 23.
MentionsAn outside PR or link vendor, or nobody. Outside PR averages $4,200 a month from a freelancer, $6,357 from an agency. Paid listicle placements, and paid Reddit posts that get deleted when caught.
ContentIn-house, mostly with AI. A poster on Reddit said pages that rank but aren't cited "took forever to get to the point". One creative director now has three times as much to review.
MeasureThe SEO person by hand, or nobody. An agency owner said showing a client they are named is easy; tying it to a call or a contract "is still guesswork".
ReportThe account manager or the owner, monthly. Two days a month in spreadsheets and slides. Then the client writes back: "I asked ChatGPT and it didn't mention us."

What it takes

Hours by hand, a tracker from $29 to $495 a month, a reporting tool at $20 a client, and outside PR at $4,200 to $6,357 a month. Most of it sits inside a retainer that averages $3,199.19 a month.

Where it breaks

Answers change between checks, tools disagree, and 48% of agencies call AI-driven discovery their hardest attribution problem.

What nobody does

Decide on purpose what the assistants may read, tie visibility to what the client sells, and keep one fixed set of buyer questions with one owner.

What your people are now for

Your customer now

Publishes its own pages, posts under its own name, and decides with the agency what to keep out of AI answers

The machine now

Asks the assistants, counts who is named, finds the gaps, drafts page sections and requests for mentions, pulls the numbers, drafts the report

Your people now

Decide which questions count, which sources to earn, what to claim and whether to stay in AI answers. Write and sign the judgment in every report.

How to read the chart

4Whose judgment it runs on

AI visibility. Which AI answers matter for this client, what gets an assistant to name them, and what that is worth when clicks no longer show it. In an agency this size, the head of search holds it, often the owner.

What the head of search writes down for the software to work from

  • The method, the agency's own rules: what good visibility looks like for each kind of client, which assistants to check, and the reporting rules
  • The market read, the agency's notes on what changed in AI search, and when
  • For each client: the buyer questions, the competitors and what the client may claim
  • Every change agreed with a client, and what was decided

Ask your team: Could you tell your biggest client, in one sentence, what being named in AI answers is worth to them?

5Can you fill the seats?

A seat here is a role a named person must fill. One seat at the agency and three at the client. The agency's seat is usually the owner or the senior SEO. What can't be skipped is time each month to read and sign.

The head of search The owner, or the senior SEO who runs strategyWhat each client's visibility is worth, in writing. Owns every set of buyer questions and chooses the assistants and the schedule. Decides which sources to earn, which site changes to propose and, with the client, what to block. Signs every report. Can stop anything.
The client's question owner The client's marketing leadSays which buyer questions are real, in the buyer's words.
The client's expert reviewer Someone at the client who knows the productReviews every page section before it is published, for what the client can stand behind.
The client's publisher The client's marketing teamPublishes the pages and posts in communities under the client's own name.

Before you build, check that you can

  • Pause a tracker, pull a recommendation or decline a claim
  • Approve every client's question set and each refresh
  • Read every report before it goes, and write its top paragraph
  • Decide with each client what to keep out of AI answers

Two ways it goes wrong

  • One check read as the client's standing. Answers change from one run to the next; report the trend from repeated runs, never a screenshot.
  • Claiming sales from appearances. Google's count has no clicks. A report that turns appearances into revenue loses the client's trust the first time they ask how.

Now decide

6Should you do this?

Reasons to do this

  • Google now gives every client a free count of how often they appear in its AI answers. An agency that sells the count competes with a free report. The part a client still pays for is someone who says what it is worth and signs it.
  • The asking and counting can't be done by hand across many clients. One owner with 13 clients called checking by hand "not a sustainable workflow", and the answers change between checks.
  • Most agencies already do this work inside the retainer: 63% bundle it and 6% charge for it on its own. Handing the asking, counting and drafting to AI software is what makes that affordable.

When not to do this

  • Your agency can't yet say what it will claim. Without someone willing to write what a client's visibility is worth, the software produces a monthly number the client can't use.
  • A client's buyers don't ask assistants. If they come by referral or from a short list of named accounts, checking the assistants every week is overhead.
  • A client won't publish or post under its own name. Then the only way left to earn mentions is buying them, and paid posts get deleted.

Book the free 45-minute session

Talk it through

Book a free 45-minute session about how your agency reports AI search.

Nothing is for sale yet. Leave an email and you hear first when it is.

For whoever builds it.

Everything below is the parts.

Build order
Nothing goes out unsignedNothing is posted, published or sent to a client without the head of search's yes.
Time to first result
UnknownNot measured yet
What you need from the owner
Which questions countBefore you start, the head of search writes the method and, for each client, the buyer questions and what the agency will claim.
Monthly cost
From about $695 a month for 10 clients
What breaks first
TrackIt breaks first when one run is read as the client's standing. Answers change between checks; report trends from repeated runs, never a screenshot.
Folders
9ai-visibility/ in the middle, eight around it

7The nine folders

One folder for the head of search in the middle, and one folder per part around it, side by side. Each part's folder holds what an AI session needs for that part, and the session reads the method and the file of the client it works for first. The tracker's stored runs and the reporting platform sit outside these folders, as data the parts read and write. Classic SEO, the client's content production and the agency's reporting platform are also used by the rest of the agency, so they are not part of these folders.

ai-visibility/

The head of search's folder: the agency's method (what good visibility is for each kind of client, which assistants it checks, its reporting rules), its read of the market, and for each client the buyer questions, competitors, agreed changes and decisions.

You can see what this folder is for. The full folders for this chart are not published yet.

8What it runs on

Tools by role: what each kind of tool does, with an example price. Prices are public list prices read in October 2026, as examples, not recommendations.

Reaches What the setup touches outside itself: the client's pages, the outside pages where the client is mentioned, and the client report. A reporting platform from $20 a client a month billed annually.
Thinks The AI model, run to audit, draft the questions, the requests for mentions and the page sections, and draft the judgment for the head of search. Not priced in this chart.
Runs What runs on a schedule: an AI visibility tracker and scheduled data pulls. Trackers from $29 a month for 15 questions to $495 a month for an agency's 3 to 10 clients.
Knows What the setup remembers. For each client: the question set, every run, placements earned, changes agreed and access decisions; and the agency's method. Not priced in this chart.
Feeds The data coming in: Google's AI and web reports, analytics, Bing's webmaster reports, the assistants' answers, and the client's CRM for leads and sales. Google's reports and analytics are free.

What it costs to run

9Build order

Start here
Pick one client. Draft their buyer questions, edit each into the buyer's own words, and sign the first audit yourself before anything goes to them.
Then
Set up the eight part folders around that folder, so that the AI session for each part reads the method and that client's file before it works.

Open the folders

10What it costs

From public prices: a tracker sold for 3 to 10 clients at $495 a month. A reporting platform at $20 a client a month billed annually, or $200 for 10 clients. Google's count and analytics are free. That is about $695 a month before the AI model's usage cost, which is not priced here.

Itemize it each month: the tracker, the reporting platform, the model. The public prices are under What it costs to run.

See the sources

11The five rules

Where the work lives

The rules live in one shared folder of documents that the head of search keeps. It holds the agency's method and its read of the market. For each client it holds the buyer questions, the competitors, what the client may claim, and every decision. Each of the eight parts reads from it, so next month's report carries what this month's taught.

Nine folders handle outreach. A whole business needs them to work together.

Your AI does better work when it reads the right instructions before it acts. These are real folders on a computer. Each holds plain text files of instructions for one kind of work, which your AI reads before it starts.

These nine handle outreach. A business has many areas: sales, delivery, finance, content, the owner's own week. Each needs its own folders, and they have to work together. When they don't, your AI reads the wrong instructions, two folders say different things about the same fact, and every new conversation with your AI starts from zero.

Five rules keep them working together:

  • One file read first. A single file tells your AI which folder handles which kind of request.
  • One home for each fact. A rule lives in one folder. Every other folder reads it there, and only that folder changes it.
  • Hand work over, don't reach in. Work meant for another folder is dropped into a folder inside it called inbox, and the work is done there, by that folder's rules.
  • Write down where things stand. Each folder keeps a file of its decisions and progress, which your AI updates as it works, so the next conversation starts where the last one stopped.
  • Nothing runs unseen. Anything set to run on its own, like a scheduled email or a nightly update, is listed with when it runs and how to stop it.

Large companies already run this way: one home for each fact, written rules read before the work starts, a record of every change. AI can read those rules and work from them.

When Expert opens, it teaches you to build this for your business: a full course on setting up the folders and rules, from your first folder to all of them working together, Nick's group coaching while you build, and a community of people building theirs. It includes everything in Pro.

12Sources