---
title: "An Open Letter to the Business Owner Paying for an AI Visibility Report"
description: "If you are the one who signs the marketing checks, and your SEO agency just added $2,500 or $4,000 a month for “AI Visibility Optimization,” “Answer Engine…"
url: "https://groas.com/post/an-open-letter-to-the-business-owner-who"
image: "https://groas.com/media/blog/1ff40facf99449a41b2fecc943c86e95b39d5f40de9bc2eb6542da02dd4b9851.png"
published: "2026-10-07T05:20:11.745Z"
modified: "2026-10-07T05:20:11.745Z"
---

[Google Ads News](https://groas.com/category/google-ads-news) · October 7, 2026 · 9 min read

# An Open Letter to the Business Owner Paying for an AI Visibility Report

[DavidFounder & CEO @ groas](https://groas.com/author/david)

![A consultant under an indoor umbrella shows a colourful chart to a shop owner holding a bucket under a leaking roof: a report, not a repair.](https://groas.com/media/blog/1ff40facf99449a41b2fecc943c86e95b39d5f40de9bc2eb6542da02dd4b9851.png)

If you are the one who signs the marketing checks, and your SEO agency just added $2,500 or $4,000 a month for **“AI Visibility Optimization,” “Answer Engine Management,” or “GEO Retainer,”** pause. You may be paying for a report on where your business is missing, not the work that would get it cited.

Agencies are adding [20% to 30% surcharges to existing SEO retainers](https://spaceandstory.co/compare/aeo-cost) with a promise to improve visibility in Google AI Overviews, ChatGPT, and Perplexity. You might reasonably expect someone to diagnose why those systems skip your brand, improve the pages they could cite, and fix technical barriers that keep them from reading your site. **Ask whether that work is included** before you approve the invoice. A fee for finding problems and a fee for solving them should not look identical on your contract.

I spent the better part of a decade managing search accounts, and I recognize this sale. Agencies have long bought inexpensive audit software, exported a PDF full of warnings, and billed clients to walk through it. Today, [ApexGEO advertises multi-brand AI monitoring for $199 a month](https://apexgeo.app/ai-visibility-tool-for-agencies), while a [Peec AI plan is listed at $95 a month](https://metricusapp.com/blog/profound-ai-alternative-2026/). Tracking tools can be useful. Marking up their charts and calling the result optimization is something else. **A chart showing where you are absent is a weather report, not a repair crew.**

If your agency gives you twenty buyer questions where competitors appear instead of you, then expects your team to research, write, code, and publish every fix, you did not buy execution. You bought an expensive reading list. You may even have paid someone to assign that reading list to you.

## What you expected, and what lands in your inbox

You want a high-intent prospect to ask an AI search tool for a recommendation in your category and see your business named, with a link to a useful page. You want to know [how to get your website cited in Google AI Overviews](https://groas.com/post/why-doesn-t-chatgpt-mention-us-a-ppc-ope), and you expect the agency charging for that work to do more than measure the gap.

What arrives instead may be a Friday dashboard export with a metric called something like _AI Share of Voice_ or _Brand Authority Quotient_. Your account manager walks you through a colorful bar chart, says visibility is 64% across fifty selected prompts, and sends the $3,500 invoice. You still do not know which pages need work, who will change them, or when those changes will go live. Nor do you know what that 64% covers until you see the prompts behind it. **The score is a starting point for questions, not the finished service.**

Organic rankings alone will not answer those questions. [Reported overlap between top-10 Google organic rankings and AI Overview citations fell from 76% in 2024 to between 17% and 38% in 2026](https://www.omnibound.ai/blog/google-ai-overviews-statistics). Your agency cannot simply point to your conventional rankings and assume conversational visibility will follow.

![A cash register prints a receipt covered in bar charts while an empty delivery dock stands behind it.](https://groas.com/media/blog/9f4d27724e430fd48fae5a2948f39c13b1e67a8b3a454d9cdaf38308a6fca990.png)

A visibility score does not itself generate a referral or a purchase. If a buyer asks for pricing tiers, integration requirements, or service terms, a useful page needs to answer those questions clearly. If your agency charges [AI SEO fees of $2,500 to $8,000 a month](https://fuelonline.com/ai-seo-geo/ai-seo-pricing-aeo-geo-cost-2026/) only to document whether you were cited or skipped, the hard work is still sitting on your desk. The report may tell you where to begin. It cannot be the only thing that arrives each month.

### Three kinds of work a citation report cannot do

**First, someone has to close the content gaps.** Tools such as [Semrush’s AI Visibility Toolkit](https://www.semrush.com/blog/find-ai-visibility-gaps-with-semrush/) can sort gaps in prompts, mentions, and citations. They cannot publish the missing answer for you. If a prospect asks what migration costs for a mid-market ERP system and your site offers a brochure page with no figures, a competitor’s structured pricing table gives a search system more to work with. A useful assignment would identify the question, the page that falls short, and the information needed to answer it. Then someone has to turn that assignment into a page a buyer can actually read. Freshness matters too: [recently updated content has been associated with 3.2 times more AI Overview citations](https://www.omnibound.ai/blog/google-ai-overviews-statistics) than stale pages. The useful question is not whether your agency found the gap. It is whether the agency will write, update, and publish the page that closes it.

**Second, someone has to fix access problems.** You may have asked [which tools help identify technical SEO issues that hurt AI visibility](https://groas.com/post/fix-technical-seo-issues-hurt-ai-visibility) and assumed your usual site audit covered the job. Checking whether Googlebot can render your HTML does not tell you whether other AI search crawlers or user-triggered fetchers can reach it. A firewall may block [OAI-SearchBot, PerplexityBot, Claude-SearchBot, or ChatGPT-User](https://notioncue.com/blog/how-ai-crawlers-index-your-site). If a fetch gets a 403 error, a polished answer page will not help that system read it. The next step is not another slide about crawlability. It is finding out who controls the blocking rule, who can change it, and who will check the result. A monthly PDF cannot change a firewall rule.

**Third, claims about your business need support beyond your own site.** An agency may offer to publish an `llms.txt` file and present it as a shortcut to citations. [Google Search Central has said Google Search and AI Overviews ignore that file](https://baselinelabs.ai/blog/llms-txt-google-search). The same report describes an audit of roughly 300,000 domains that found no correlation between hosting it and earning citations; 97% of those files reportedly received no bot hits. External reviews, discussions, transcripts, and industry databases are harder work than adding a text file, but they give a system other places to check what you say about yourself. If your provider recommends off-site work, ask what it will do rather than accepting “build authority” as a deliverable. Do not mistake a newly published file for an off-site reputation.

#### Five questions to send before you approve the fee

Forward the invoice and ask for written answers. You are not requesting a lecture on the future of search. You are finding out **who does the work, what goes live, and how you can verify it.** Written answers also give you something to compare with the next month’s delivery, when the optimistic kickoff language has given way to another invoice.

##### 1. Which buyer prompts are we missing, and who gets cited instead?

**Ask for the prompt inventory, not just the score.** Request the actual prompts the agency tracks, the competitors appearing for them, and the specific pages receiving citations. If you sell commercial refrigeration equipment, “42% AI Share of Voice” tells you little. A prompt about low-energy walk-in coolers for restaurants, paired with a competitor’s energy-efficiency comparison page, gives you something to investigate. You can look at what that page answers and what yours leaves out. If the agency cannot show you the prompts and pages behind its conclusions, it is asking you to pay for a number you cannot act on.

##### 2. Who writes and publishes the missing pages, and how long will it take?

**Finding a content gap is faster than closing one.** Someone still has to draft the answer, check the specifications, format the comparison, and publish it on your site. Ask whether the agency owns those steps or stops after naming the opportunity. Ask what it needs from you to check a claim, and whether your approval is the last step before publication or the first step in another handoff. If your agency says, “We identify content opportunities in the monthly sprint deck, and your internal team creates the pages,” ask why this work deserves a separate optimization fee. You are paying an agency to assign homework to people you already pay.

![A consultant presents an AI score chart to an owner buried under a mountain of tasks.](https://groas.com/media/blog/4455a5d5219eef22956570203ec7aa8ce655b2b4d712b5a4cd7945680373cedc.png)

##### 3. Which technical issues will you fix rather than flag?

Ask who will make the change if your site architecture hides product specifications from a crawler, your client-side JavaScript keeps content out of a fetch, or your Cloudflare firewall blocks `Claude-SearchBot`. Does the agency deploy the fix, or does it send a ticket to your developer or IT team? Sometimes your team must approve or implement a server change. Fine. In that case, ask the agency to identify the change clearly and check whether it worked after your team makes it. The scope and owner should be explicit. **“We recommend fixing it” is not the same service as “we fixed it.”**

##### 4. Can I see a timestamped log of changes made this month?

In paid search, I expect to see what changed: bids, exclusions, copy tests. You should ask for the same operational clarity here. Request an exportable log showing URLs modified, copy rewritten, schema deployed, crawler rules changed, and deployment dates. It should distinguish a change that went live from one still waiting for approval. Otherwise, a full-looking list can hide work that has not happened. Forty live updates and three server adjustments tell a different story from an eight-slide deck and an hour-long call. **Make the agency show you which story you are buying.**

##### 5. How will we tell whether those changes helped?

Do not accept “AI search is unpredictable” as a reason to skip measurement. Ask how the agency will track citation frequency for the prompts it identified and compare changed pages with comparable pages it leaves alone. It might update five priority pages, hold five back, and watch both groups across the same three-week window. If citations rise on the changed pages while the others stay flat, you have more useful evidence than a rising account-wide score. **Keep the prompts and the changes visible together** so you can discuss what the work may have affected. That still calls for careful interpretation; it does not excuse the agency from showing its method.

#### Two answers that should stop the invoice

The first is: _“Our role is strategic; we provide the optimization roadmap, and your team handles production.”_ That can be a legitimate consulting arrangement. It is not hands-on optimization, and you should not pay for it as though the agency will ship the work. Otherwise, you pay once for the recommendations and again for the people who carry them out. **Price the arrangement for what it is**, not for the word _optimization_ on the invoice.

The second is a fee pegged to your ad spend or revenue without a corresponding change in the work delivered. Prompt-tracking software can cost [between $29 and $499 a month](https://metricusapp.com/blog/profound-ai-alternative-2026/). If your fee rises because your company is larger while the agency runs the same monitor and sends the same export, ask what additional production you are buying. Ask for the work, not an explanation of why your business can afford the charge. A bigger invoice is not an action log.

![A poster contrasts an invoice marked “Recommendations” with a checklist stamped “Executed.”](https://groas.com/media/blog/d8de8cf1675b5c277e59506dadfcc9886cab9668f528fc9e0a95155becc717ed.png)

#### The deal worth paying for

**You should pay for finished work, not the privilege of receiving advice.** Compare the quote with [the work and costs behind earning AI Overview citations](https://groas.com/post/what-it-actually-costs-to-get-cited-in-g): identifying missing buyer questions, publishing answer pages, resolving crawler access problems, and checking whether citations change. Put those deliverables, their owners, and their cadence in writing before the next invoice arrives. If a task depends on your team, say so in the agreement. You should be able to tell what the provider will deliver without translating a deck full of _visibility initiatives_.

That is the standard I would apply to any provider, including [groas](https://groas.com/). Its autonomous engine works across paid and organic search inside defined guardrails, with a named human strategist accountable for direction and results. It logs edits and their reasoning, charges a flat monthly fee, and does not require a locked annual contract. The point is not to buy an impressive description of the work. It is to see the work happen.

Tell your agency you will pay for deployed fixes, published pages, and a log that shows when each change went live. Until it can replace its list of recommendations with evidence of execution, strike the AI visibility line item from the contract.

Alexander

## Frequently Asked Questions

### Is an AI visibility optimization fee the same thing as having the work done?

No. An AI visibility fee may only cover a report showing where your brand is missing from Google AI Overviews, ChatGPT, and Perplexity, not the actual work of improving pages or fixing technical barriers. Ask whether writing, publishing, and fixes are included before approving the invoice.

### Are AI visibility tracking tools the same as optimization?

No. Tracking tools like ApexGEO at $199 a month or Peec AI at $95 a month can be useful for monitoring, but marking up their charts and calling the result optimization is something else. A chart showing where you are absent is a weather report, not a repair crew.

### Will good Google organic rankings get me cited in AI Overviews?

No. Reported overlap between top-10 Google organic rankings and AI Overview citations fell from 76% in 2024 to between 17% and 38% in 2026. An agency cannot point to conventional rankings and assume conversational visibility will follow.

### If my agency finds AI visibility content gaps, who writes the missing pages?

Tools can sort gaps in prompts, mentions, and citations, but they cannot publish the missing answer for you. Someone has to draft the page, check the specifications, format the comparison, and publish it. Ask whether your agency owns those steps or stops after naming the opportunity.

### Can a firewall block AI search crawlers like OAI-SearchBot or PerplexityBot?

Yes. A firewall may block OAI-SearchBot, PerplexityBot, Claude-SearchBot, or ChatGPT-User, and a 403 error means a polished answer page will not be read. Ask who controls the blocking rule, who can change it, and who will check the result afterward.

### Does publishing an llms.txt file improve AI citations?

No. Google Search Central has said Google Search and AI Overviews ignore that file, and an audit of roughly 300,000 domains found no correlation between hosting it and earning citations, with 97% of those files receiving no bot hits. External reviews, discussions, transcripts, and industry databases are harder work but give a system other places to check what you say about yourself.

### What should I ask an agency before approving an AI visibility fee?

Ask for the actual prompts the agency tracks, the competitors appearing for them, and the specific pages receiving citations, not just a score like 42% AI Share of Voice. Also ask who writes and publishes missing pages, which technical issues the agency will fix rather than flag, and whether it can show a timestamped log of changes made.

### Is it fair to pay an optimization fee if the agency only provides a roadmap and my team does the work?

No. A strategic arrangement where your team handles production can be legitimate consulting, but it is not hands-on optimization and should not be priced as though the agency will ship the work. Otherwise you pay once for the recommendations and again for the people who carry them out.

## Related Posts

- [![A gold-framed, gallery-lit photo of a leaking pipe hangs beside the real pipe, still dripping into an overflowing bucket: reporting is not fixing.](https://groas.com/media/blog/56080c3171620df2d96137aa930463291b1f6840161e6faec9d1069f33f2b7f5.png)](https://groas.com/post/five-predictions-for-aeo-software-agenci)
  ### [Five AEO Software Predictions Agencies Can Check by the End of 2027](https://groas.com/post/five-predictions-for-aeo-software-agenci)
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- [![Tabletop model of three very different tiny buildings being tested by a figure with a stopwatch, while fifteen empty plots wait roped off behind them.](https://groas.com/media/blog/520c12d491d7c1cb4c30ccbcc4807520d3dd5605e4a92140ee2709111fe5e785.png)](https://groas.com/post/before-you-resell-edge-aeo-to-15-clients)
  ### [Before You Resell Edge AEO to 15 Clients, Test It on Three](https://groas.com/post/before-you-resell-edge-aeo-to-15-clients)
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## Pay For Results, Not For Hours

Businesses buy the outcome, agencies resell it, and groas answers for it either way.

[See If You Qualify](https://groas.typeform.com/to/xC1bQNUT)

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