---
title: "DIY AEO or Done-for-You? The Question That Decides"
description: "AI visibility monitoring is cheap. Technical repairs, content and citations take work. Here’s the case for each approach—and how to decide who should do the fixing."
url: "https://groas.com/post/should-a-small-business-run-aeo-in-house"
image: "https://pub-87da24ecbbfc4c3bad6875f3aa013712.r2.dev/generated-images/c1a7fa2c-914e-4050-ba40-64604ca7e072.png"
published: "2026-10-13T05:17:34.474Z"
modified: "2026-10-13T05:17:34.540Z"
---

October 13, 2026 · 9 min read

# DIY AEO or Done-for-You? The Question That Decides

[Alexander PerelmanHead Of Product @ groas](https://groas.com/author/alexander-perelman)[LinkedIn](https://www.linkedin.com/in/alexander-433793253/)

![A brass thermometer reads maximum on a smouldering wall above an unopened toolbox: tracking the problem precisely while nobody fixes it.](https://pub-87da24ecbbfc4c3bad6875f3aa013712.r2.dev/generated-images/c1a7fa2c-914e-4050-ba40-64604ca7e072.png)

In this article

1. [The case for doing AEO in-house](#the-case-for-doing-aeo-in-house)
2. [The case for done-for-you AEO](#the-case-for-done-for-you-aeo)
3. [Where each side cheats](#where-each-side-cheats)
4. [My verdict: count the fixes, then price the hours](#my-verdict-count-the-fixes-then-price-the-hours)
5. [Takeaway: decide who owns execution before buying the tool](#takeaway-decide-who-owns-execution-before-buying-the-tool)

You check the three commercial queries that bring in your highest-margin customers. ChatGPT, Perplexity and Google’s AI Overviews name your competitors, not you. Do you run Answer Engine Optimization (AEO) in-house or pay someone else? Smart operators disagree: software makes monitoring cheap, and nobody knows your customers better than your team. But someone still has to fix the site, publish the content and earn the mentions that a monitoring report says you lack.

That is the real split in AI search. As [pricing analysis from arobis.ai](https://arobis.ai/blog/how-much-does-aeo-cost) puts it, visibility tracking is a thermometer. It records whether an engine cites you; it does not change the answer. The question is **who will ship the fixes every week**.

An [October 2026 pricing study of 1,146 quotes by First Page Sage](https://firstpagesage.com/seo-blog/geo-aeo-pricing-statistics/) puts the median monthly AEO agency retainer at $6,850, up 66% since early 2024 and 45% above traditional SEO retainers at $4,740. At the median, that is $82,200 a year. Before you sign that contract—or give AEO to a marketing manager who already works 45 hours a week—both sides deserve a proper hearing. An [accounting of what it costs to get cited in AI Overviews](https://groas.com/post/what-it-actually-costs-to-get-cited-in-g) makes the distinction clear: monitoring is cheap; fixing is not.

## The case for doing AEO in-house

### You can find the gaps without buying an agency retainer

The in-house argument starts with a fair objection: why pay thousands a month to learn what a relatively cheap tool can show you? [APISerpent’s guide to tracking citations](https://apiserpent.com/blog/ai-citation-tracker-python) describes how an internal team can script weekly checks against the OpenAI, Anthropic and Perplexity (Sonar) APIs in Python, running 100 buyer queries for between $1.60 and $5.00 a month in raw API tokens. If nobody on your team wants to touch Python, self-serve dashboards such as Otterly.ai or Peec AI track prompts for $29 to $100 a month.

That gets you a useful diagnostic. It does not get you delivery, a distinction I made in [our look at whether AI prompt tracking is worth paying for](https://groas.com/post/is-tracking-ai-prompts-worth-paying-for). If an agency’s main contribution is watching a graph on your behalf, keep the money.

You can investigate content gaps internally, too. Standard SEO platforms tend to start with broad search volume. Entity analyzers such as [RivalFlow AI](https://slatehq.com/blog/best-content-gap-analysis-tools) compare your page with a competitor page cited by ChatGPT or Perplexity, then flag missing comparison points, unanswered objections and absent data tables. Those are prompts for work your own team may be unusually well placed to do. A founder or marketer who lives with the product knows why customers buy the software or hire the crews. An outside copywriter handling eight accounts cannot manufacture that familiarity.

![Ink cartoon of a consultant presenting a framed “Add FAQ Schema” checklist beside a $5,000 invoice.](https://pub-87da24ecbbfc4c3bad6875f3aa013712.r2.dev/generated-images/a9179edf-83c0-45e6-afdc-96df7311446c.png)

The economic case goes beyond subscription prices. Build the playbook internally and the knowledge stays when an agency changes account managers. In a [discussion of AEO agency retainers on r/AskMarketing](https://www.reddit.com/r/AskMarketing/comments/1ro79d3/are_aeo_agency_services_worth_the_cost_or_are/), marketers describe $3,000 to $5,000 monthly quotes for work that can amount to FAQ schema, structured-data recommendations and snippet formatting tips. In a low-competition niche, with a capable writer already on payroll, paying an agency $80,000 a year to tell you to answer common customer questions is hard to defend.

**The strongest in-house case is not that AEO takes no work. It is that you already have people who can do that work well.** If they have the hours, a dashboard and a clear list of gaps may be enough.

## The case for done-for-you AEO

### A crawl report cannot repair your website

The done-for-you side starts where the dashboard stops. A crawler such as Screaming Frog ($279 a year) or Ahrefs Site Audit can export 404 errors and slow response times. **Auditing software does not patch a server or refactor a rendering pipeline.**

Technical crawl benchmarks compiled across Search Engine Land and Conductor, [reported by VareWeb](https://vareweb.com/blogs/screaming-frog-vs-ahrefs), put the problem in blunt terms: 63% of ChatGPT web visits bounce without reading content because of issues including redirect chains, slow responses and bot-firewall rules. [Ahrefs’ technical AEO research](https://www.youtube.com/watch?v=RyJYGpVyl0o) also describes the risk for sites that depend on client-side JavaScript: an AI search bot may encounter an empty code shell rather than the product information a human sees after the page renders. Bot-blocking rules can keep legitimate crawlers out as well.

![Cross-section comparing a fully rendered website in a browser with the empty code shell an AI crawler may encounter.](https://pub-87da24ecbbfc4c3bad6875f3aa013712.r2.dev/generated-images/3108f41e-060f-434b-86dd-81b4c3603fc1.png)

The marketing manager can identify the problem and still be unable to fix it. Working through [technical SEO issues that hurt AI visibility](https://groas.com/post/fix-technical-seo-issues-hurt-ai-visibility) may require developer time, server configuration and edge-caching changes. If the only person assigned to AEO cannot make those changes, the audit becomes a well-formatted backlog.

### Citations demand work beyond your own site

Technical access is only the first hurdle. You also need material worth citing—and mentions elsewhere. A Q1 2026 Victorious study of 107,011 AI queries [published by The Puffer Fish](https://thepuffer.fish/ai/aeo/agency/) found that 89.8% of brands had zero AI mentions across primary answer engines. Muck Rack data cited there indicates that 84% of AI citations originate from third-party sources, including review directories, comparison hubs, digital PR placements and editorial roundups. If your team only publishes on your own domain, it leaves those other surfaces to competitors.

Your pages need structure, too. [Practitioner split-testing across more than 200 pages](https://www.reddit.com/r/DigitalMarketing/comments/1pixhz4/5_steps_to_get_cited_in_chatgpt_ai_visibility/) found higher citation frequency when articles included three to five verified statistics per 1,000 words and wrote takeaways as discrete, self-contained factual sentences. That is not a request to scatter numbers through every paragraph. It is a production requirement: research, write, check, format, publish, repeat.

### A dedicated team can keep the cadence

A small team may check a few prompts on Tuesday, publish one article three weeks later and never return to the technical backlog. A dedicated execution partner can make the work continuous: structured content, crawler checks, relevant off-site citations and repeated tests of commercial queries. That cadence matters for companies with high average order values, complex buyer questions and lean teams that have a strategy but no spare hours to edit robots files, build comparison matrices or pitch trade publications.

**The best argument for done-for-you AEO is capacity, not secret knowledge.** Someone has to own the fixes after the audit. An external partner earns its fee only if it does that work rather than describe it.

## Where each side cheats

### DIY advocates count software costs and forget labor

The cheap version of the DIY pitch sounds like a weekend: configure a script, add JSON-LD to a template and ask your content creator to answer customer questions. Then the audit finds thirty unindexed commercial pages. Finding out why those pages are not being read can mean examining server logs, testing JavaScript rendering and checking caching rules. Improving the pages can mean original research, useful tables and careful editing.

If your marketing generalist also owns email, social and paid search, assigning another fifteen hours of AEO execution each week does not create fifteen hours. It creates a backlog. At the other end of the scale, [First Page Sage’s compensation benchmarks](https://firstpagesage.com/seo-blog/geo-aeo-pricing-statistics/) put a dedicated three-person organic and AI search team at $363,512 a year. A small business need not build that team, but it should stop pretending a $29 dashboard replaces the people doing the work.

**Price the available hours, not just the monitoring subscription.** A tool nobody has time to act on is a thermometer mounted on a burning wall.

### Agencies sell certainty the engines cannot provide

The agency side has its own convenient omission. Sales decks promise “rankings,” guaranteed citation placement and predictable traffic curves. But a [January 2026 study by SparkToro and Gumshoe.ai](https://www.getpassionfruit.com/blog/how-to-monitor-your-brand-across-chatgpt-perplexity-and-ai-search) analyzed 2,961 prompts across 600 volunteers and found that ChatGPT returned the exact same list of recommended brands for the same query less than 1% of the time; the order was identical less than 0.1% of the time. Conversational history, location and variation in generated answers complicate any claim to a fixed position.

An agency charging $6,850 a month cannot justify that fee with a PDF declaring that you “ranked third” on Tuesday afternoon. Nor should it promise referral traffic from every mention: roughly 80% of brand mentions in ChatGPT are unlinked text references that produce no referral session in GA4. If an agency cannot show the work it completed, it has no business treating a snapshot of a changing answer as the outcome.

![Poster of numbered search-ranking podiums dissolving into fluid halftone waves.](https://pub-87da24ecbbfc4c3bad6875f3aa013712.r2.dev/generated-images/90fd7a09-704a-4f36-b11e-ced0e3b7fc8c.png)

That is the trap for a small business: buy a passive tool that identifies work nobody will do, or pay an agency for reports that make uncertain visibility look settled. Neither fixes a page. **Demand a record of shipped changes, not a prettier account of what might be wrong.**

## My verdict: count the fixes, then price the hours

When I managed paid search accounts by hand, I judged software and outside vendors by a plain calculation: how long does the work take, and what does it cost to get it done? I would apply the same test here.

Say an audit finds thirty JavaScript rendering failures, fifteen content gaps and too few relevant off-site citations. The resulting plan calls for roughly twenty hours of web engineering, thirty hours of research-led copywriting and ongoing directory work each month. At $65 an hour for a developer and $40 for a marketing manager, the first fifty hours amount to about $2,500 in payroll. That excludes the work they stop doing while they handle AEO.

My deciding consideration is **whether someone on your payroll can ship the fixes every week**. Not whether they understand the report. Not whether they can open the dashboard. Whether they can make the change, publish the page or secure the listing, then come back next week and do it again. If they can, keep AEO in-house. If they cannot, the apparent savings are imaginary.

### Who should skip done-for-you entirely

If you operate in a low-competition regional market, have fewer than fifty pages and employ a writer with spare capacity, I would skip an external AEO partner. Set up basic prompt tracking, or pay $29 a month for a dashboard. Rewrite key commercial pages with direct factual answers and claim your primary local directory listings yourself. Paying $6,850 a month to optimize an uncontested local business is waste, not sophistication.

That recommendation depends on the spare capacity being real. Put the writing, site changes and directory work on the calendar. If those tasks get done, keep the fee. If they slip month after month, stop calling the arrangement DIY AEO. You are paying for monitoring and doing nothing with the diagnosis.

## Takeaway: decide who owns execution before buying the tool

For a business competing in high-value B2B, SaaS or complex ecommerce, occasional in-house troubleshooting is not an execution plan. A traditional agency charging thousands for monthly advisory checklists is not one either. I would choose a partner that does ongoing work and gives a human owner responsibility for the outcome over either a passive dashboard or a slide deck dressed up as progress.

That is the case for an autonomous growth engine such as [groas](https://groas.com/): specialized models carry out paid and organic search work continuously, while a named human strategist sets direction and guardrails and remains accountable. Judge that model, or any done-for-you offer, by what gets executed—not by how many engines appear in its report.

Before you buy monitoring software or sign an agency retainer, ask one question: **who on your payroll will ship the fixes to your website this week?** If the honest answer is nobody, stop buying thermometers.

## Frequently Asked Questions

### Is AI visibility monitoring enough to get cited by ChatGPT or Perplexity?

No. Monitoring tools only record whether an answer engine cites you; they do not change the answer. Someone still has to fix the website, publish content and earn the mentions that the monitoring report says you lack.

### How much does it cost to track AI citations yourself?

A technical team can script weekly checks against the OpenAI, Anthropic and Perplexity (Sonar) APIs in Python, running 100 buyer queries for between $1.60 and $5.00 a month in raw API tokens. Self-serve dashboards such as Otterly.ai or Peec AI track prompts for $29 to $100 a month.

### What does a typical AEO agency retainer cost?

An October 2026 pricing study of 1,146 quotes by First Page Sage puts the median monthly AEO agency retainer at $6,850, which is $82,200 a year. That is up 66% since early 2024 and 45% above traditional SEO retainers at $4,740.

### Can audit software fix the technical problems it finds on my website?

No. A crawler such as Screaming Frog ($279 a year) can export 404 errors and slow response times, but auditing software does not patch a server or refactor a rendering pipeline. Fixing those issues may require developer time, server configuration and edge-caching changes.

### Do AI citations come mostly from my own website or from third-party sources?

Muck Rack data indicates that 84% of AI citations originate from third-party sources, including review directories, comparison hubs, digital PR placements and editorial roundups. If a team only publishes on its own domain, it leaves those other surfaces to competitors.

### Can an agency guarantee a fixed ranking in ChatGPT answers?

No. A January 2026 study by SparkToro and Gumshoe.ai found ChatGPT returned the exact same list of recommended brands for the same query less than 1% of the time, with identical order less than 0.1% of the time. Conversational history and location also complicate any claim to a fixed position.

### How do I decide between doing AEO in-house and hiring an agency?

The deciding consideration is whether someone on your payroll can ship the fixes every week: make the change, publish the page or secure the listing, then repeat the next week. If they can, keep AEO in-house. If they cannot, the apparent savings of doing it yourself are imaginary.

### When should a business skip done-for-you AEO entirely?

If you operate in a low-competition regional market, have fewer than fifty pages and employ a writer with spare capacity, you can skip an external partner. Set up basic prompt tracking, rewrite key commercial pages with direct factual answers and claim your primary local directory listings yourself. Paying $6,850 a month to optimize an uncontested local business is waste.

## 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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