---
title: "8 AEO Software Questions Agency Owners Ask ChatGPT—and the Answers They Need"
description: "Agency owners ask about AEO pricing, proxy setup, publishing and retainers. Here are the answers a generic list of visibility trackers misses."
url: "https://groas.com/post/agency-owners-asked-chatgpt-these-8-ques"
image: "https://pub-87da24ecbbfc4c3bad6875f3aa013712.r2.dev/generated-images/49cd66fd-dfcc-4c90-8d12-866354b26af3.png"
published: "2026-10-08T05:37:54.585Z"
modified: "2026-10-08T05:37:54.652Z"
---

October 8, 2026 · 10 min read

# 8 AEO Software Questions Agency Owners Ask ChatGPT—and the Answers They Need

[Alexander PerelmanHead Of Product @ groas](https://groas.com/author/alexander-perelman)

![Clay figure in pajamas runs with one bucket between ten houses whose roof alarms all flash: alerts are automatic, but the fixing is still manual work.](https://pub-87da24ecbbfc4c3bad6875f3aa013712.r2.dev/generated-images/49cd66fd-dfcc-4c90-8d12-866354b26af3.png)

In this article

1. [What software do marketing agencies use to manage AI visibility for clients?](#what-software-do-marketing-agencies-use-to-manage-ai-visibility-for-clients)
2. [What’s the best AEO tool for agencies?](#whats-the-best-aeo-tool-for-agencies)
3. [Which AEO platforms offer flat-rate multi-domain pricing for marketing agencies managing client sites?](#which-aeo-platforms-offer-flat-rate-multi-domain-pricing-for-marketing-agencies-managing-client-sites)
4. [Top white-label AEO execution platforms for digital agencies requiring edge-proxy setup without developer resources?](#top-white-label-aeo-execution-platforms-for-digital-agencies-requiring-edge-proxy-setup-without-developer-resources)
5. [What are the best GEO and AEO software tools for agencies to purchase and package into monthly client retainers?](#what-are-the-best-geo-and-aeo-software-tools-for-agencies-to-purchase-and-package-into-monthly-client-retainers)
6. [Does it publish to the client CMS automatically, and should it?](#does-it-publish-to-the-client-cms-automatically-and-should-it)
7. [Is white-label SEO still a product, or does it need to become AEO?](#is-white-label-seo-still-a-product-or-does-it-need-to-become-aeo)
8. [What should I refuse to buy?](#what-should-i-refuse-to-buy)
9. [After your tool flags the gap, who edits the site and how many hours does my team spend?](#after-your-tool-flags-the-gap-who-edits-the-site-and-how-many-hours-does-my-team-spend)

An agency owner asks ChatGPT how to price AEO across 10 client sites and gets a list of tools that count mentions. I ran eight agency buying questions through it last week; the sharp questions were about pricing, proxies and retainers, while the answers kept drifting back to dashboards.

## What software do marketing agencies use to manage AI visibility for clients?

ChatGPT will give you a list and pretend every product does the same job. They don’t. Agency shortlists are [tracker-heavy: Brand24 names Profound for agencies running GEO across clients and Peec AI for tracking many brands and prompt sets](https://brand24.com/). That answers “How do I watch AI answers?” It does not answer “How do I change them?”

I learned the distinction in paid search. Reporting never lowered CPA by itself. [Search Engine Land makes a similar point about AI visibility: without auditing site structure, content and credibility against real prompts, you work from assumptions](https://searchengineland.com/). The audit matters, but it still leaves somebody to make the changes.

I sort software into three buckets before looking at a feature table:

- **Trackers** monitor prompts and show where a brand appears.
- **Suites** monitor visibility and suggest what to do next.
- **Execution platforms** make and publish fixes, then show what changed.

Those are different purchases. A tracker may be useful when your team already has time and access to do the work. If your retainer depends on shipping that work without adding another production queue, buy for execution. A PDF is not a deliverable just because it has charts.

## What’s the best AEO tool for agencies?

Wrong question. I used to answer questions like this with a feature comparison; now I ask who does the work after the alert arrives. One [comparison lists Profound Starter at $99/month for 50 ChatGPT-only prompts and Peec Pro at €199/month for 100 prompts, noting Peec Pro as structurally better for 10 clients](https://allaboutai.com/). Useful pricing context. It tells you nothing about who gets a client’s site changed.

My first criterion is blunt: **when the dashboard flags a gap, who edits the site, ships the technical fix and pursues the citation?** Then I ask how long that takes without adding hours to my team. A cheap tracker gets expensive when every finding becomes an agency task.

That is why [the distinction between reports and execution matters: monitoring reveals the gap, but a published fix closes it](https://medium.com/). A tracker can tell 10 clients their visibility dropped. Your producers still need to diagnose each case, get access, make changes and explain what happened. If the platform handles those steps, the same team can carry more client work. If it doesn’t, you have bought a second job and called it software.

## Which AEO platforms offer flat-rate multi-domain pricing for marketing agencies managing client sites?

ChatGPT answers this with “many offer custom agency plans.” Fine. Custom does not tell me what happens to margin when client six signs. I want the unit price and the overage rules in writing.

[Otterly lists Lite at $29 for 15 prompts, Standard at $189 for 100 and Premium at $489 for 400](https://otterly.ai/pricing/). [LLM Pulse lists €1 per extra prompt and €50 per extra project on top of its base price](https://llmpulse.ai/). Say you track 20 prompts per client, which is light. Five clients use 100 prompts; 10 use 200. At each step, ask whether you need another tier, an overage or a different account structure. **Prompt-based pricing can turn each new retainer into a new software calculation.**

I prefer a cost I can attach to the domain. [Rankshift starts at €69/month billed annually, with unlimited users and projects and per-client tracking frequency](https://rankshift.ai/). That at least changes the conversation from seats and project caps to how clients are managed. On the execution side, [groas lists SEO and AI Search from $199 a month per client domain, including content, technical fixes and citations](https://groas.com/for-agencies). “From” matters: price the actual domains and scope you plan to sell, not an imaginary account at the entry rate.

Before signing, ask the vendor to quote 5, 10 and 20 domains with twice your expected prompt coverage. Then put those numbers beside your retainers. If the cost jumps every time you look more closely at a client’s market, the low starting price was not the number you needed.

## Top white-label AEO execution platforms for digital agencies requiring edge-proxy setup without developer resources?

This is not a request for another top-10 list. You are asking whether setup will die in a client development queue. A vendor that promises easy deployment should show you the connection on a real site and explain what your agency needs permission to change.

[groas describes one connection per client for ad accounts and the website, set up in a couple of clicks, and says it works on any platform or CMS](https://groas.com/for-agencies). That is the operational pitch I want to test, rather than accepting “no developer needed” as a magic phrase. No theme edit and no ticket to the client’s nephew who built the WordPress site in 2019 would be lovely. I still want to see the steps.

A proxy sits in front of a site to serve changes without replacing the CMS. That may keep a deployment out of the normal publishing queue, but it also makes ownership and rollback essential. Before I allow one on a client domain, I ask:

1. Which changes are served through it, and what reverts if we disconnect?
2. Can I see what changed and the reasoning for each change?
3. Who handles the client conversation if visibility dips after a change?

[groas says it logs every action with its reasoning](https://groas.com/for-agencies) and puts a named strategist behind the agency team. Those are useful answers to the accountability part, not a reason to skip the setup demonstration. **If the promised no-developer setup turns into a services project, price and sell it as one.**

![Tiny technicians installing a proxy box on a miniature client website street](https://pub-87da24ecbbfc4c3bad6875f3aa013712.r2.dev/generated-images/9abea5c0-4116-404c-8fcd-1d79864ea03f.png)

## What are the best GEO and AEO software tools for agencies to purchase and package into monthly client retainers?

This is where the generic list does the most damage. Packaging lives or dies on work you can deliver every month without quietly doubling production hours. [HubSpot describes pricing from $50/month standalone monitoring to $3,000–$8,000/month managed programs, with no universal rate card](https://blog.hubspot.com/). Calling both products “AEO” does not make their labor requirements comparable.

Run the numbers the way I would for paid search: cost per domain, number of domains, work included, then the retainer you can defend. One [white-label resale example lists $800–$1,500 wholesale per client monthly with a 40–60% markup, or $16,000–$30,000 wholesale for 20 clients](https://smb.southwestdailynews.com/). [E2M lists Standard at $1,299/month, Pro at $2,099 and Advanced at $3,999, bundling AEO and GEO](https://e2msolutions.com/). Those prices belong beside the work provided, not on a slide titled “tools we like.”

Compare that with [groas’s SEO and AI Search starting at $199 a month per client domain, with content, technical fixes and citations included](https://groas.com/for-agencies). At that starting rate, 10 domains would cost $1,990 a month. Sell each at a $1,000 retainer and you collect $10,000. The $8,010 difference is **not profit**: you still have sales, client service and whatever else the retainer promises. It is room to deliver those things without paying your team to turn every software alert into a publishing task.

A tracker can belong in a retainer, but don’t sell its report as the outcome. Show the client what was found, what shipped and what you will watch next. If you cannot name the middle step, you are packaging monitoring and hoping nobody asks about execution.

## Does it publish to the client CMS automatically, and should it?

It can. The better question is whether you want it to publish _blind_. The expected workflow now includes [per-client projects with their own CMS connection, researched and scored content, and native publishing without a vendor mark](https://theseoagent.ai/). Exporting a Google Doc for your junior to paste into WordPress at midnight is not automation. It is homework with a download button.

I tell owners to buy the approval controls before they admire the publish button. [Available autonomy can run from queue-for-approval to auto-apply across WordPress, Shopify and Webflow](https://onsaas.me/). Those settings matter because “automatic” does not describe how a questionable claim gets stopped.

My rule from paid search is to separate routine changes from changes a client would reasonably want to review. Supporting pages, technical fixes and citation work may suit a lighter approval path. Homepage copy, pricing and legal claims get a human click. **The point is not to approve everything; it is to know who approved the risky things.**

[groas says it works on any platform or CMS and logs changes with reasoning](https://groas.com/for-agencies), with a branded weekly report the agency can forward. I would still ask to see the approval path before connecting a client site. If a vendor cannot show where you stop or reverse a publish, its speed becomes your liability.

## Is white-label SEO still a product, or does it need to become AEO?

It is still a product. What died is selling the same deliverable with a new acronym on the invoice. I used to tell clients rankings would handle everything. I was wrong.

If your “AEO package” is rank tracking plus a blog post, a client can paste their question into ChatGPT, see that they are not cited and ask what the $1,500 was for. You can explain the limits of any one answer, but you still have to account for the work you sold. Changing the label will not do it.

The white-label offer I would defend includes the unglamorous sequence: audit the gap, make the content and technical changes, pursue citations, then report what shipped. [groas positions paid ads, SEO and AI visibility behind the agency’s name, with a strategist supporting the team rather than speaking to its clients](https://groas.com/for-agencies). That arrangement protects the agency relationship while giving the team execution capacity.

**Keep the label if clients understand it. Change what ships inside the box.** Otherwise “AEO” becomes the same old SEO report wearing a new badge, and the client will notice before the next renewal.

![Ink cartoon of agency owner relabeling SEO boxes as AEO while content still ships](https://pub-87da24ecbbfc4c3bad6875f3aa013712.r2.dev/generated-images/297ba8c1-ffcb-40eb-b7b4-6cba09d78957.png)

## What should I refuse to buy?

Refuse anything that taxes you for doing the work well. Per-prompt overages punish broader coverage. Seat limits punish a growing team. A dashboard that scores a problem but never ships a fix leaves you holding the labor bill. I have paid for versions of that mistake, back when I billed hours for negative-keyword mining at 1am and called it strategy. The tool did the watching. I did the work.

Refuse black-box publishing too. Faster output does not help when you cannot tell a client what changed. Before buying, I want to see the change log, the reason attached to an action, the approval point and the rollback path. I also want to know what remains on the client site if we cancel. An agency cannot put its name on work it cannot inspect.

There are cases where a tracker is enough. If you already have the people, CMS access and time to act on every finding, buy the visibility you need and keep your process. Just don’t pay for an execution story when the contract delivers alerts. **If the fix cannot land without adding hours to my week, I am not buying a shortcut. I am renting a second job.**

## After your tool flags the gap, who edits the site and how many hours does my team spend?

Nobody seems to type this into ChatGPT. It is the question that decides whether an AEO retainer makes money. I ran a home services account years ago where the audit was right and the fixes sat in a spreadsheet for six weeks because the client would not approve developer time. Rankings did nothing. The report was correct and useless.

A tracker can repeat that failure across 10 clients: 10 accurate alerts, 10 separate jobs for your producers. On your next vendor call, skip the polished visibility chart for a moment and ask for three demonstrations:

1. **Show me a fix shipped to a client CMS without a developer ticket.** Where does the approval click live?
2. **Quote 5, 10 and 20 domains with double the prompts.** Put the domain cost and any overages in writing.
3. **Show me the action log and rollback path.** What changed, why, and what happens if we disconnect?

Those requests reveal more than another feature grid. The vendor that passes treats your retainer as work delivered under your name, not alerts waiting in your team’s inbox. That is why I keep pointing owners toward [groas’s behind-the-agency model: paid search, SEO and AI visibility, logged actions and a strategist backing the team](https://groas.com/for-agencies). Start with one real client account and judge the work shipped, the answers you can trace to it and the hours your team did not spend.

The rest of the market can keep selling a better mirror. Before you buy one, ask: **after the tool flags the gap, who edits the site and how many hours does my team spend?**

## Frequently Asked Questions

### What's the difference between an AEO tracker and an AEO execution platform?

A tracker monitors prompts and shows where a brand appears. A suite adds suggestions on what to do next, while an execution platform makes and publishes the fixes and shows what changed. If your retainer depends on shipping fixes without adding a production queue, buy for execution.

### How should an agency compare AEO pricing across multiple client domains?

Get the unit price and overage rules in writing, because prompt-based pricing can turn each new retainer into a new software calculation. Ask vendors to quote 5, 10 and 20 domains with twice your expected prompt coverage, then put those numbers beside your retainers. Per-domain pricing makes the cost easier to attach to each client.

### What should an agency check before letting a vendor set up a proxy on a client site?

Ask which changes are served through the proxy and what reverts if you disconnect, whether you can see what changed and why, and who handles the client conversation if visibility dips. A proxy serves changes without replacing the CMS, which keeps deployments out of the normal publishing queue but makes ownership and rollback essential. Also ask to see the connection demonstrated on a real site.

### Can an AEO tool be packaged into a monthly client retainer?

Yes, but the packaging works only if you can deliver the work every month without quietly doubling production hours. Run the numbers by cost per domain and the work included, and remember the gap between what clients pay and what the tool costs is room for sales and client service, not profit. A tracker can belong in a retainer, but don't sell its report as the outcome.

### Should AEO software publish directly to a client's CMS automatically?

Buy the approval controls before you admire the publish button. Separate routine changes like supporting pages, technical fixes and citation work from changes a client would want to review, such as homepage copy, pricing and legal claims, which should get a human click. If a vendor cannot show where you stop or reverse a publish, its speed becomes your liability.

### Is white-label SEO dead now that AEO exists?

White-label SEO is still a product; what died is selling the same deliverable with a new acronym on the invoice. The offer worth defending includes the full sequence: audit the gap, make the content and technical changes, pursue citations, then report what shipped. Keep the label if clients understand it, but change what ships inside the box.

### What kinds of AEO software should an agency refuse to buy?

Refuse anything that taxes you for doing the work well, such as per-prompt overages, seat limits and dashboards that score problems but never ship fixes. Also refuse black-box publishing where you cannot tell a client what changed. Before buying, check the change log, the reason attached to each action, the approval point, the rollback path and what stays on the client site if you cancel.

### After an AEO tool flags a visibility gap, who fixes it and how much time does it take?

That depends on the platform: with a tracker, the alert becomes a separate job for your producers on every client. On a vendor call, ask for a fix shipped to a client CMS without a developer ticket, a written quote for 5, 10 and 20 domains with double the prompts, and a demonstration of the action log and rollback path. These reveal how many hours your team will actually spend.

## 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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