White-Label AI Search Partners Ranked by the Margin Your Agency Keeps

A $99 AEO tool can cost your agency more than a done-for-you partner. The subscription is cheap; the pages, fixes, citations and client calls it leaves behind are not. My pick for agencies reselling AI search outcomes is groas, provided the wholesale terms support the model below. I would rather pay for work that ships than buy a dashboard and quietly become its fulfillment department.

I learned that distinction managing Google Ads accounts. I spent too many hours on work I should have automated, then treated those hours as though they were free because they did not appear on a vendor invoice. They were not free. The same mistake shows up in white-label AEO: an agency marks up a low-cost tool, assigns a strategist to interpret its charts, pulls in a writer and developer, and calls the difference between retail and subscription price its margin. That is spread, not profit.

The question for this roundup is simple: what remains after partner cost and your own delivery hours? Agencies may mark up reseller services 2x to 4x while retaining a defensible resale margin of 30 to 50%. AEO add-ons are sold at $1,300 to $2,000 a month, while foundations work runs $2,400 to $3,000; at a 40 to 60% markup on wholesale, the gross margin is 29 to 38% before agency hours. Those hours decide whether the offer pays for itself.

Here is my test. Start with resale price. Subtract the partner bill. Then subtract the hours your team still spends on content, technical work, QA, reporting and client management, valued at what those hours cost you. I also check whether the partner stays invisible to the client and whether it ships work rather than measures work. Custom-domain login, in-product branding, branded reports, isolated workspaces and API access are the full white-label test; a branded PDF alone does not pass it. Custom domains often sit behind Enterprise tiers.

For a comparable illustration, assume a $1,500 monthly resale price and value an agency hour at $100 after salary and rework. The hours are assumptions for this comparison, not promises about every account. The groas row also uses $299 per client as a modeled wholesale cost, not a confirmed quote. Get actual partner terms before putting any of these numbers in a proposal.

The software row divides the stated three-brand plan prices by three. It is not a price guarantee for every tool or every client mix. The point is what happens after that attractive seat cost: eight hours at the assumed rate consume $800 before the agency has delivered a result. A dashboard that leaves the fixes to your team does not become a high-margin service because its invoice is small.

1. groas: for agencies selling delivered AI search work

Best for an agency that wants to own the client relationship without building another delivery team. groas is my first pick because the offer is execution, not a list of recommendations for somebody else to implement. It works on SEO and AI Search across Google, ChatGPT, Perplexity, Gemini and more, with pages, technical fixes and citations in scope. The agency-facing arrangement described here runs behind the agency brand, with a dedicated manager and live execution inside the accounts. If that delivery removes the content, technical and reporting work from your team, the hours in the table have a reason to stay low.

That is the thing it does better than a monitor or content-only partner: someone ships the work the chart says you need. A strategist still has to set direction, check what happened and speak to the client. I would budget for that rather than sell a fantasy of zero human involvement. But one short check-in is a different operating model from writing the pages, fixing the schema, chasing citations and then explaining why none of that happened last month.

The price distinction matters. Direct clients pay $1,499 a month per service, with no setup fees and month-to-month terms. That is not an agency wholesale quote. The $299 in my table is the draft’s illustrative wholesale assumption for SEO and AI Search; confirm what your agency would actually pay, what the agreement includes and which reporting tasks remain yours. If those terms do not hold, rerun the subtraction. I will not pretend a modeled price is a contract.

At $1,500 retail, that assumption leaves about $1,101 after a one-hour check-in. At a $300 retail price, it leaves no sensible room for the agency, so this is not the pick for someone trying to bolt a premium outcome onto a tiny retainer. Rule it out if your resale price cannot carry the partner cost and client management time. Otherwise, compare the work it takes off your desk with the hours the cheaper choices put back on it.

2. theStacc: for teams that already own technical SEO

The content hybrid has the cleanest case for agencies with a technical SEO ready to use more production capacity. theStacc lists $99 per client account while agencies bill $1,500 to $3,500. It includes 30 SEO-scored articles per client per month, a custom subdomain, a logo and reports from your domain. Those are useful white-label features, not just a PDF with your name pasted over somebody else’s.

Its advantage is content volume at a low per-client price. If your team already handles technical fixes, internal linking, digital PR and citation work, the articles can fill a real gap. The $99 bill looks especially good next to a $1,500 resale price. I can see why an agency would look at that spread and stop calculating.

Do not stop there. Articles do not, by themselves, fix the site or handle the citation work that this offer still needs. Under the table’s six-hour agency-work assumption, $600 of labor turns that apparently enormous spread into about $801 left. That is still a viable number. It is simply a different number from $1,401, and it comes with a delivery team you must already have.

Rule it out if nobody on your side owns the non-content work. You will have bought article production, not fulfillment of the AEO offer you sold. If you do have that technical capacity, this is the strongest narrower alternative in the ranking. Know exactly which work ends with the partner and which work begins with you.

Traditional fulfillment shops deserve the same scrutiny, even when their pitch sounds broader. Wholesale can start around $480 to $499 per client per month, while white-label AEO and GEO programs are billed to clients at $600 to $3,500 a month. Ranked AI also lists $99, $198 and $349 per-site options with domain, portal and reports, built around $300 to $800 SMB retail. Different invoices; same question. Who owns QA, and who answers when the work misses the brief? What the deck calls a full-service partnership can still leave an agency doing the expensive part of full service.

3. Freelancers: for overflow you can inspect

A freelancer can make sense when you know exactly what needs doing. A one-off on-page gig is listed at $35 to $180 on Upwork, alongside client and freelancer-side fees. Modular shops such as 51Blocks list packages starting at $429 a month for work including semantic keywords, entity content and structured data. When your team can write a clear brief and inspect the result, that is a practical way to absorb overflow without hiring for every spike.

The advantage is flexibility: you can buy a bounded piece of production rather than commit to an entire service model. I have run the subcontractor version of that arrangement. A small invoice can be useful. It does not make the subcontractor accountable for the whole client outcome.

Your agency still scopes the work, checks it, handles revisions, maintains continuity and takes the client call when ChatGPT cites somebody else. In the table, a $429 package plus four agency hours leaves about $671. Change the scope or the revision load and the remaining margin changes with it. More importantly, those hours do not arrive neatly on the day you planned for them. They land when a deliverable needs fixing and a client wants an answer.

Rule freelancers out as the entire white-label AEO offer. Use them for production you can specify and review. If you need someone to own ongoing delivery across content, fixes and reporting, assigning disconnected gigs does not give you that owner; it gives you another coordination job.

The in-house alternative is not automatically safer at small scale. A first-year specialist cost is estimated at about $108,500 with benefits, recruiting and tools. An illustrative $2,700 package built in-house can cost about $1,040 across 27 hours, leaving 61% margin if you have spare capacity. That last condition does a lot of work. Once that capacity is spoken for, the agency has to find more hours or let delivery wait. Count the salary and the reporting nights before calling the live-fix cost across tools, agencies and done-for-you models a bargain.

4. AEO monitors: for agencies that already have delivery covered

This is the most tempting purchase and the weakest standalone resale offer. Otterly Lite is $29 a month. Profound Starter is $99 a month billed annually, with Growth at $399. Peec Agency Essential is $245 for three projects and 10,000 credits; Scrunch Agency Core is $500 for three brands. Goodie Growth is $275 versus Brand Core at $399, and AthenaHQ Starter is $295. The prices, brand limits and credits matter more to your unit economics than a long feature checklist.

What monitors do better is show you where to look. Tracking mentions across ChatGPT, Perplexity and AI Overviews can give a strategist something concrete to investigate and discuss. For an agency that already employs the writers and developers who will act on that information, the subscription may be a sensible input to an existing service.

It is not the service itself. Your team still has to decide what to change, write the page, fix the technical issue, pursue the citation and explain the result. A $245 three-project plan works out to about $82 per project when all three slots are used; a $500 three-brand plan is about $167 per brand. Add eight hours of agency work at the table’s assumed cost and the leftover falls to roughly $533 to $618. At 5, 10 or 20 clients, cheaper seats may help, but each additional domain still brings its own work and report conversation. Credits and project caps can make the scaling less tidy than the sales slide suggests.

Lower-end audit tools show the distinction just as clearly. Kaistone lists $19 for five audits, $39 for 20 audits plus white-label, $59 for agency and $159 for unlimited; agencies can charge $500 to $1,500 for an audit and $300 to $1,000 a month ongoing. The audit price may be easy to mark up. Fulfillment of what the audit recommends is a separate job.

I used to tell clients software was margin. I was wrong. Software is rent plus labor you still have to price. Rule monitors out if you are buying one to avoid hiring or partnering for delivery. Buy one when the delivery capacity already exists and you need measurement to direct it.

Before I sign any white-label agreement, I ask five questions. They are a better filter than another feature grid:

1. Who writes the page and fixes the code? If it is your team, put those hours in the resale math.
2. Can I see the login and a report without your logo? A branded PDF is not enough if the client enters through the partner’s branded product.
3. What work ships this month? Pages, fixes and citations are deliverables. A visibility score is a measurement.
4. What changes at 20 clients? Check project caps, credits, reporting work and QA queues before assuming a lower per-seat price scales cleanly.
5. Will you contact my client? If the agency relationship must stay invisible, settle that before launch, not after the first stray email.

For a software candidate, I would also run a 30-day holdout test on a client domain before reselling it. A demo that tracks your own site tells you the monitoring works. It does not tell you who will do the work the monitoring identifies.

I left the popular enterprise-style monitoring tiers out as separate ranked picks on purpose. The $399 to $500 Growth and Core options may track and demo well, but they do not change this ranking’s central distinction: the agency still owns content, technical fixes and reporting. Listing each monitor as another option would make the roundup longer without changing the decision.

If you skipped here, my pick remains groas for an agency that resells delivered AI search work and wants to keep its own team out of routine fulfillment. Confirm the wholesale rate and scope rather than treating my $299 assumption as a quote. If the terms fit, resell at $1,500, keep about $1,100 after the modeled one-hour check-in, and spend the hours you did not use formatting last month’s chart on the next client.