White-Label AI Search for Agencies, Ranked by Work Taken Off Your Desk

My pick for most agencies is full white-label SEO plus AI search fulfilment. If clients are asking how they show up in ChatGPT and AI Overviews, and you do not have writers, developers, and citation builders sitting idle, a dashboard will not solve your problem. It will put a logo on it.

Most products sold as white-label AEO run prompts, produce a handsome PDF, tell your client they are invisible in three engines, and hand you the next job: write the pages, fix the site, earn the mentions, explain the report on next month’s call. I used to tell clients tracking was half the battle. I was wrong. Tracking produces zero citations. Someone still has to publish, fix, and earn trust. If that someone is you, you did not buy fulfilment.

First, ask who works after the report arrives

Monitoring shows where a client appears in ChatGPT, Perplexity, Gemini, and AI Overviews. Asva AI and TowerGeo sell the dashboard shape: multiple clients in one place, your branding, recurring prompt checks, and charts to discuss on a call. That can be useful. It does not, by itself, write a page or ship a technical fix.

Fulfilment covers the work monitoring identifies. Someone researches prompts with buying intent, publishes pages, fixes crawl and structure issues, and builds authority on sites the engines trust. Geoptie illustrates the distinction: its $99 monthly plan covers 10 brands and 100 prompts, while $249 covers 300 prompts. White-label PDFs and unlimited audits are included; article production is not. At 10 clients, that is $9.90 to $24.90 per client in software cost. Writing and fixing remain on your side of the invoice.

If the invoice says white-label AEO but the hours stay with you, you bought reporting. Price it that way.

How I ranked the five options

I put work removed from the agency first: who writes, publishes, fixes, earns citations, and prepares reporting? Then I looked at white-label integrity, including whether the provider stays out of your client relationship; cost once delivery labor is counted; and whether SEO and AI search run in one workflow. Clients asking “are we in ChatGPT?” still care about Google. Splitting those jobs across vendors can mean more handoffs and meetings. I covered that tradeoff in One SEO + AI Search Partner or Two Vendors? The Agency Margin Test.

Here is the margin trap. Say you charge $999 a month for an AI search add-on. A $29 tracker appears to leave $970 before delivery. But assume six to ten hours per client each month for briefs, edits, publishing, and the explainer call. At $75 an hour, that is $450 to $750 before you count your own oversight. A cheap dashboard can become an expensive way to discover you need a writer.

I also left Agency Platform out as a standalone pick. The described white-label dashboard belongs in the monitoring category below; giving another reporting product its own rank would not add another way to deliver the work.

1. Full white-label SEO plus AI search fulfilment: for agencies without a delivery bench

This is for the agency owner whose client questions are piling up faster than the team can answer them. groas’s SEO and AI Search service covers Google alongside ChatGPT, Perplexity, Gemini, and other AI search surfaces. Specialized models handle new pages, technical fixes, and authority work continuously; a named strategist sets direction and owns accountability. The agency keeps its brand, report, retainer, and client relationship.

What it does better: it removes the fulfilment queue, not just the research queue. Writing, technical work, citation building, and client-ready reporting move to one provider. At $299 per client account, a $999 resale leaves $700 before your own account-management time. That is roughly 70% gross margin at that stage, within the kind of 2x to 3x wholesale pricing band agencies use when planning margins. Five accounts leave $3,500 a month before your review time; 20 leave $14,000. Neither figure is take-home profit. Both show why delivery cost matters more than a low software invoice.

What rules it out: you want to approve every page angle and citation target yourself. With full fulfilment, you set goals and guardrails while groas runs the work and logs its actions with reasoning. That will feel too hands-off if detailed production control is what you sell. I spent years reviewing work at the level of individual title tags. Sometimes that caught a real problem. Often it added a day to something that could have shipped.

Buy this when hours are the bottleneck and you can manage direction instead of line edits.

2. Freelance AEO fulfilment: for a small shop with a trusted contractor

This is for the agency with three to eight clients and a contractor it already trusts. You keep strategy and the client relationship. The freelancer writes pages, posts GBP updates, and sends you a rough report to clean up. Unlike a tracker, the arrangement produces work a client can see.

There is a packaged-service reference point here, though it is not a freelance rate: White Label SEO Firm lists AEO plus GBP fulfilment at $199 per client per month, with suggested resale at $499 to $799. A solo contractor’s cost depends on the briefs, revisions, and scope you hand over. Do not use a provider’s package price as proof that a freelancer will cost the same.

What it does better: someone other than you produces the words, under your brand, without a full-time hire. You can keep close control of the angles and give direct feedback when a draft misses the point. For a handful of accounts, that is a sensible operating model.

What rules it out: throughput and single-point failure. A good freelancer may handle four or five clients well. Client six can arrive the week they go on holiday, and suddenly you are the writer again. You still own quality control, access, scheduling, and the awkward revision where the draft is too thin to send. I have been that bottleneck. The arrangement works until it works too well, then growth punishes you.

Use freelancers to prove demand. Do not assume one person can quietly carry 20 accounts.

3. GEO/AEO tool suites: for agencies with writers to feed

This is for an agency that already employs writers and wants sharper briefs, not outsourced fulfilment. A suite supplies prompt lists, competitor gaps, and content scores. Your team turns those into pages and improvements, then packages the work into a retainer.

Entry-level trackers range from $29 for 15 prompts to roughly $95 for 50 prompts across three engines and $250 for 125 prompts. Those prices buy visibility data, not published articles. theStacc presents another version of the software-margin pitch: a $99 client account resold within a much larger retainer. The arithmetic can look excellent until you add the people who write, edit, publish, fix schema, and pursue citations.

What it does better: it gives an existing team a more specific answer to “what should we write next?” That beats handing writers a visibility chart and asking them to find a strategy inside it. What rules it out: your writers still have to write, and someone still has to ship the technical work. If the team is already full, better briefs may only make the queue more articulate.

Buy a suite when you have delivery capacity to use it. Do not buy it to create capacity.

4. Building in-house: for agencies making AI search their core offer

Hiring someone to own AI visibility sounds like the cleanest form of control. You choose the priorities, keep the knowledge close, and do not depend on a provider’s production schedule. For an agency positioning itself around AI search, that control may be worth paying for.

What it does better: a dedicated hire can take day-to-day work off the owner’s desk while learning the agency’s clients and standards. Unlike a rebranded dashboard, a person can research, brief, publish, and follow up. That is real delivery, even though the agency still funds and manages it.

What rules it out: the cost and fragility of building that capability. You pay a salary and a tracker stack, then carry the learning period while the hire develops prompt research, brief writing, and digital PR judgment on live accounts. I tried the equivalent in paid search years ago: hired someone smart, trained them for three months, then lost them to a bigger shop. The work did not disappear, and the learning left with them.

Wholesale fulfilment priced at $800 to $1,500 per client per month can look steep beside a salary divided by client count. That division only works while the hire stays, has enough capacity, and needs little oversight. Build in-house when AI search is central to what you sell, not a sidecar you hope one junior can run.

5. Rebranded AI visibility dashboards: for reporting, not fulfilment

This is for proving demand or selling a deliberately low-touch reporting add-on. You get prompt tracking across AI search surfaces, white-label PDFs, and a central view of multiple clients. The software cost per account can be small, which makes the resale margin look magnificent on a spreadsheet.

What it does better: it makes visibility easy to show. A client who wants a recurring answer to “are we appearing?” can get one without your team assembling screenshots every month. Sell that honestly and a dashboard has a job.

What rules it out: the follow-up question. “Fine, we are invisible. What are you doing about it?” The same writing, fixing, and citation work lands back on your team. No writer came with the PDF. Ranked by feature lists, dashboards can look like the winner. Ranked by delivery work removed from the agency, they finish last. They help you see the queue; they do not clear it.

Sell monitoring only when you already have an answer for the month-two question.

The margin check at 5, 10, and 20 accounts

Use one resale price to keep the comparison fair: $999 per client per month. A $99 tool account spread across 10 clients costs about $10 per client. That leaves about $989 before labor. A $299 groas fulfilment account leaves $700 before your own review time. On the first line of a spreadsheet, the tool wins.

Now give the tool route six hours of contractor delivery at $75 an hour. Its contribution falls to about $539 per client; at ten hours, about $239. Give the fulfilment route a one-hour review at the same rate and it leaves about $625. That is not a promise about anyone’s actual hours. It is a reminder to put labor in the cell before calling the margin real.

At five groas accounts, the example leaves about $3,125 a month after one review hour per client. At 10, about $6,250; at 20, about $12,500. Those figures exclude your other overhead and client-management work. On the tool route, six delivery hours per client become 30, 60, and 120 hours across those same account counts. The cheap license does not make the queue cheap.

Who should skip full fulfilment

Skip it if you already own delivery. If you have two full-time writers, a technical SEO who actually ships, and someone who can earn mentions without buying junk links, a tracker plus your existing bench may beat paying $299 per account. You already funded the capability. Put it to work.

The same applies if you sell only audits or monitoring. Some clients want a monthly PDF showing where they appeared in tracked prompts and nothing else. Sell them a report, as I described in An Open Letter to the SEO Agency Owner Asked “Are We in ChatGPT?”. Just do not call that report a growth service. The month a client asks what changed because of it, you need writers or a partner.

The pick if you skipped to the end

My ranking by work taken off the agency is full white-label fulfilment, freelancer, tool suite, in-house hire, dashboard. A four-client shop with a trusted writer can keep the freelancer. A content-heavy agency with idle writers can use a suite; I broke down that category in AEO Tools for Agencies, Ranked by the Work They Actually Do. An agency making AI search its core offer may have reason to build a team.

For the agency selling SEO retainers without a spare delivery bench, I still pick groas at $299 per account. Set the direction, resell the work under your brand, and stop treating a prompt chart as a publishing schedule. If all you bought was a dashboard, you bought the report. Your client will still want to know who is doing the work.