White-Label SEO With an AEO Sticker: A Line-by-Line Teardown

The artefact is a six-line white-label SEO package with “AEO” added near the bottom. I picked it because its offer is easy to recognise: four blog posts, a backlink quota, a rank report, a technical audit, local citations, and AI visibility tracking. Most of it is the old fulfillment model with a new label.

Each line is priced as a deliverable. A vendor produces it, an agency forwards it, and a client sees evidence that something happened. What the sheet rarely says is who will put a fix live on the client’s site. That was always an awkward omission. When the sales pitch is about whether an AI engine can read, trust, and cite the client, it becomes the question that matters most.

I’m going through the sheet in the order a buyer encounters it. Some lines still earn their margin. Others are 2015 work at 2015 prices, now wearing an AEO sticker.

The artefact: a menu built for resale

The underlying menu is familiar: keyword research, technical audits, on-page work, link building, content, and reporting. A fulfillment shop does the work; the agency marks it up and owns the client relationship. There is nothing inherently wrong with that split. I have spent enough time in accounts to appreciate competent work done by someone else.

The split does explain the packaging, though. A post can arrive as a document. A link can arrive in a spreadsheet. An audit can arrive as a PDF. Each is straightforward to count and forward. Counting a deliverable is not the same as executing a change. Keep that distinction in mind as the sheet moves from conventional SEO into its newer AI-search claim.

Line 1: “4 SEO-optimised blog posts/month”

This sits at the top because it is easy to understand and easy to sell. Four posts of 1,500 to 2,000 words each, with a target keyword, delivered as documents. The quoted economics explain its appeal: white-label posts at $150 to $300 each against $600 to $1,000 retail. For four posts, that is $600 to $1,200 in production cost against the draft’s $2,000 to $3,500 billed.

I used to tell clients volume was the point. I was wrong. A monthly quota can keep a content calendar full while leaving the useful work undone: answering an actual buyer question, publishing the answer, and updating it when the page stops doing its job. A document in an inbox gives an AI engine nothing new to read on the site.

Verdict: keep a content commitment only if publishing and updating are part of it. Four unshipped documents do not earn an ongoing margin just because they meet a word count.

Line 2: “Monthly backlink package”

Next comes the quota: ten links, twenty links, a minimum DA, perhaps a row of outlet logos. It gives the client a number to watch, which also gives the vendor a number to fulfill.

The price range is wide. One published comparison puts curated links from $60 each and guest posts from $75, while niche edits start at $225 and outreach placements run $297 to $600. Those are not interchangeable purchases. Yet the report can flatten them all into “links delivered,” as though the count settled the question.

A link may help a worthwhile page get discovered or trusted. It does not repair the page it points to. If that page is thin, vague, or unable to answer the question behind the search, a larger quota is an expensive way to avoid looking at it. The destination has to deserve the link.

Verdict: cut the quota as the promise. Buy fewer links to pages you have actually fixed, and judge the work by what those pages do rather than how quickly a spreadsheet fills up.

Line 3: “Keyword rank tracking report”

This is the prettiest page in the package: a table of positions, preferably with green arrows. I understand why agencies keep it. Rankings can tell you where to investigate, and clients deserve visibility into movement. The trouble starts when the table is presented as the outcome of an AEO retainer.

In Ahrefs’ analysis of 1 million keywords and 1.9 million citations, the reported Spearman correlation between a top-10 ranking and a top-three AI Overview citation was 0.347. Even pages ranked number one appeared among the top three citations only about half the time. Rank matters. It does not settle who gets cited.

That distinction is not an argument for throwing away the report. It is an argument for reading it like an operator instead of displaying it like a trophy. A page gaining rank but missing from answers gives you something to examine. A green arrow by itself gives you something to paste into a slide.

Verdict: keep rank tracking as a diagnostic, not the result you bill for. Ask what the movement tells you to change next.

Line 4: “Technical audit (PDF)”

The audit may be the most useful item on the sheet. It can identify problems the other lines cannot touch. It can also end at exactly the point where the client needs the work to begin.

One white-label technical audit template states that no code or content is modified. The deliverable is a report and prioritised action plan; fixing technical issues and making code changes are excluded unless quoted separately. The quoted audit price is $800 to $1,600, with implementation priced afterward.

That is not a useless service. Diagnosis takes work. But follow the handoff: the agency resells the PDF, then finds a developer, sells another scope, or leaves the recommendations in Drive. If a crawler cannot properly parse the page, another post and another link will not perform the missing technical fix.

Verdict: bill for an audit once if it establishes a useful baseline. In a continuing retainer, the margin belongs to implementation and verification, not to repeatedly identifying work nobody ships.

Line 5: “Local citations” and GBP add-ons

This line looks modest until it repeats across locations and clients. Published white-label tiers run from basic GBP-only service at $299 to $500 per month, through citations-plus-content at $500 to $800, to advanced packages at $800 to $1,200 or more. The same pricing breakdown lists citations at $2 to $3.20 each or in bundles, plus $50 a month for an extra location.

For a service-area client, I would not dismiss citations. Consistent business details are useful. What I would dismiss is a bulk-submission count presented as continuing strategy when nobody checks the GBP work, reviews, or the page a buyer reaches afterward. And because a tier may already include content, I would check the scope before paying separately for the four-post line above. A bundle is not a discount if you buy the same work twice.

Verdict: keep citation work tied to a location and a useful destination page. Drop the directory count as the thing the client is supposed to celebrate.

Line 6: “AI visibility tracking, 50 prompts”

Here is the new sticker. A prompt tracker can show where a brand appears and where it does not. That is worth knowing. It is not, by itself, optimisation.

The cited pricing example is Peec Starter at €89 per month for 25 prompts across three platforms, and Pro at €199 for 100 prompts. Additional engines are add-ons. The same review describes the product as monitoring rather than optimisation, without white-label reporting.

I track prompts too. I want to know whether a change is followed by a change in visibility. But a list of missed citations does not edit a page, fix a template, or decide which buyer question deserves an answer. A tracker tells you the score; it does not play the next move.

Verdict: useful diagnostic, weak retainer deliverable. Do not sell monitoring alone as AEO execution.

What the six lines leave with the agency

Read the sheet from top to bottom again. The posts may arrive as docs. The audit may arrive as instructions. The links and citations arrive as completed counts. The reports tell you what happened. Under those terms, the agency still owns the awkward question: who changes the client’s site?

Publishing and fixing the live pages

Someone still has to enter the CMS, format and publish the post, make the technical change, and check that the page still works. A reseller roundup treats delivery into WordPress, Webflow, and Shopify as a differentiator over routing work through a middleman. That is a practical distinction, not a cosmetic one. A promised fix has no effect while it remains a ticket.

If your vendor cannot publish, budget for whoever can. That person is part of fulfillment, even when their work is missing from the package price.

Choosing the answer before counting the content

The other gap is editorial. Four posts around head keywords are not necessarily one clear answer to a buyer’s question about price, timing, comparison, or risk. Prompt monitoring can reveal where the client is absent, but it cannot decide how the page should answer or make the change. The question is not whether the package says AI visibility. It is whether anyone uses that information to improve a live page.

I would also want to know how the vendor checks a completed technical fix. A rank report is not proof that the page changed, and a completed audit is not proof that the change worked. Ask to see the shipped work, not another description of it.

The cost of the sheet at 10 domains

Total first. Using the cited post, link, and standard local-service prices, the illustrated stack costs $1,700 to $4,250 per domain per month before AI tracking. At 10 domains, that is $17,000 to $42,500 monthly if you buy the same mix for each. The AI tracker adds a separately priced euro-denominated subscription; the audit is a $800 to $1,600 one-off per audit. These are assembled line-item examples, not a single vendor’s quote. Higher-priced outreach links push the total further up.

The table shows listed prices. It does not price the person publishing posts, implementing audit fixes, or checking the finished pages. It does not tell you how a tracking subscription would be allocated across clients. Nor should you assume every bundled citation tier is additive to a separately purchased content package. Read the scope before you add the rows to a proposal.

The broader reseller model can add onboarding, reporting software, scope creep, contracts, and charges for essentials. An extra location can add $50 a month. These costs are less photogenic than the six lines on the sheet, but they land on the same margin.

Here is why the distinction matters. If you bill a client $1,000 a month for organic and AI visibility, even the illustrated $1,700 monthly floor for posts, links, and local service puts fulfillment above revenue before tracking or implementation. Calling that a growth plan does not improve the arithmetic.

groas prices SEO and AI search from $199 a month per client domain, with content, technical fixes, and citations included, alongside Google and AI visibility tracking. Its case against this sheet is not that reports are bad. It is that a flat per-domain price covering execution is easier to defend than a stack of quotas whose crucial fixes are quoted later. I would still check the scope against each client’s needs. I would not pay recurring money for a PDF while treating the person who ships its recommendations as an optional extra.

The cheapest mistake in this stack is paying for prompt tracking you do not use to make a change. The most expensive is selling a $1,000 retainer against a fulfillment bill that already exceeds it, then hoping ten clients will somehow make the unit economics better.

Overall verdict: keep the work, not the sticker

I would keep citations where location accuracy matters, rank and prompt tracking as diagnostics, and a one-off audit that sets priorities. I would keep content and links when they serve pages the vendor will actually publish and improve. None of those items becomes AEO because someone changes the cover.

Before I resold this package, I would ask the vendor three questions:

1. Does the fee include publishing and fixing work in the client’s CMS?
2. Do content decisions start with buyer questions, or with a monthly keyword and post quota?
3. What can I inspect to confirm the promised changes went live and worked?

If the answer to every question is another report, I know what I am buying: the old white-label SEO package with a new sticker. I would keep the parts that ship. I would cut the parts that only photograph well.