---
title: "7 White-Label AI SEO Retainer Deliverables Clients Will Pay for in Month Seven"
description: "A blunt ranking of seven white-label AI SEO deliverables by the work they do to earn citations, plus three retainer tiers built to survive renewal."
url: "https://groas.com/post/7-things-to-put-in-a-white-label-ai-seo"
image: "https://pub-87da24ecbbfc4c3bad6875f3aa013712.r2.dev/generated-images/72e88b2c-55b5-4202-a6b6-28f90453aa18.png"
published: "2026-10-26T05:26:26.524Z"
modified: "2026-10-26T05:26:26.585Z"
---

October 26, 2026 · 10 min read

# 7 White-Label AI SEO Retainer Deliverables Clients Will Pay for in Month Seven

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

![Tabletop model town: tiny workers build a real brick shop while another crew proudly holds a gilded picture frame around an empty lot, framing nothing.](https://pub-87da24ecbbfc4c3bad6875f3aa013712.r2.dev/generated-images/72e88b2c-55b5-4202-a6b6-28f90453aa18.png)

In this article

1. [1. Map the buyer prompts your client is missing from](#1-map-the-buyer-prompts-your-client-is-missing-from)
2. [2. Publish answer pages straight to the client CMS](#2-publish-answer-pages-straight-to-the-client-cms)
3. [3. Ship technical fixes instead of listing them](#3-ship-technical-fixes-instead-of-listing-them)
4. [4. Earn mentions where engines already look](#4-earn-mentions-where-engines-already-look)
5. [5. Keep a dated log of what changed](#5-keep-a-dated-log-of-what-changed)
6. [6. Hold a strategist call that makes decisions](#6-hold-a-strategist-call-that-makes-decisions)
7. [7. Track visibility across engines, but sell it last](#7-track-visibility-across-engines-but-sell-it-last)
8. [Leave audits, scores and unlimited dashboards out of the retainer](#leave-audits-scores-and-unlimited-dashboards-out-of-the-retainer)
9. [Package the work into three tiers](#package-the-work-into-three-tiers)

Most agencies won’t tell you this: clients can spot a useless retainer by month four. I watched it happen with PPC in 2015. We sold a tool login, a monthly chart and a percentage of spend, then the client asked the question that kills renewals: **what changed because we paid you?**

This list is for agency owners reselling AI SEO under their own brand. I ranked seven line items by whether the client would miss them in month seven. Shipped pages, fixes and earned mentions can change what ChatGPT and Google cite. A visibility report describes what happened. That makes it useful, but it belongs last.

I used to tell PPC clients a monthly optimization report was delivery. I was wrong. It was documentation of rent. Small agencies still lose about 32% of clients a year, and retainer shops lose roughly 8% in the first six months. [Clients renew retainers that produce leads, not activity reports](https://gigradar.io/blog/seo-agency-upwork-retainers). The test now is simple: delete a line item from the invoice. Does the client call, or do they not even notice?

## 1. Map the buyer prompts your client is missing from

**What it is:** a list of 20 to 40 real buyer questions per client, tested across ChatGPT, Perplexity, Gemini and Google AI Overviews, then matched to the pages that should answer them. It is not a list of keywords renamed for a proposal. It shows where a buyer asks a question, who appears in the answer and where your client is absent.

Why it works: AI answers pull from third-party pages far more often than brand domains, with one roundup putting [85% of brand mentions on third-party pages](https://pixlydigital.com/aeo-geo-services-whats-included/). If you do not know which prompts name competitors and skip your client, every page you publish is a guess. The map tells you whether the next job is a page, a technical fix or an off-site mention.

**First step:** pull sales call notes and support tickets. Turn each repeated question into a prompt, run it once per engine and screenshot who gets cited. Keep the question, the answer and the cited URLs in one sheet. That sheet becomes the retainer roadmap; everything below points back to it.

## 2. Publish answer pages straight to the client CMS

A draft in Google Docs is not delivery. **Published URLs are.** The client should see two to four live pages a month, each answering a cluster from the prompt map with plain factual copy: prices, steps, definitions and comparisons an engine can lift without untangling a paragraph of brand storytelling.

The mechanism is boring, which is why I trust it. AI citations start with retrieval. A page that states the answer in one clean block gives an engine something to retrieve and quote. A page that circles the answer for 900 words makes the job harder. I learned this the PPC way. Nobody renewed because I _analyzed_ search terms. They renewed when wasted spend actually dropped. Same here: if no new citable page went live, nothing happened on this line item that month.

**First step:** pick the three highest-value missing prompts. Publish one page per prompt at 600 to 1,200 words, then link each live URL to its prompt test. The client can see the question, the page built to answer it and what appears in the engines afterward. That is a better conversation than asking them to approve another content calendar.

## 3. Ship technical fixes instead of listing them

An audit PDF has never gotten anyone cited. A fix that lets a crawler read the page has. What the client should see each month is two or three shipped fixes with before-and-after proof: AI bots allowed in robots, JavaScript rendering unblocked, page speed back under control, or plain-text facts on the page with [schema matching the visible copy](https://pixlydigital.com/aeo-geo-services-whats-included/).

**The fix matters more than the finding.** If a money page cannot be retrieved, better copy on that page will not rescue it. If its schema says one price and the visible page says another, the answer is less dependable. Neither problem improves because an audit labels it _high priority_.

**First step:** run one fetch test per money page in ChatGPT and Perplexity. Fix whatever blocks retrieval first, then log the change with a date and before-and-after proof. Clients renew fixes they can click. They cancel findings they can only read.

![A plumber tightening pipes beneath a sink beside a boxed faucet](https://pub-87da24ecbbfc4c3bad6875f3aa013712.r2.dev/generated-images/1bd7869e-a386-4a8e-8442-fb1fc65799dd.png)

## 4. Earn mentions where engines already look

This is the line item most white-label packages skip, and it is the one that decides renewals. Your client’s own blog will not carry the citation alone. **The client needs to appear on pages they do not own.** That might mean a corrected directory profile, a review that states a fact worth quoting, a comparison page that now includes them, or a local list they were missing from. Aim to show two to five earned mentions a month, not a spreadsheet of outreach emails.

Local AI use for recommendations jumped from 6% to 45% in a year, and [clicks fall to 8% of visits with an AI summary versus 15% without](https://pixlydigital.com/aeo-geo-services-whats-included/). When fewer people click through, the names in the answer matter more. Publishing another page on the client’s site does not put them into a third-party list the engine already quotes.

**First step:** find the three third-party pages already cited for your client’s top five prompts. Check whether the client belongs on them, then pursue a listing or correction with consistent facts before you commission another blog post. Record the live mention, not the pitch.

![A small local shop beside large third-party review sites](https://pub-87da24ecbbfc4c3bad6875f3aa013712.r2.dev/generated-images/5cf7c02d-2f3a-4665-a624-776ba7cc7bc8.png)

## 5. Keep a dated log of what changed

**What it is:** one running list per client, with dates. Page published March 4. Robots fix shipped March 11. Two citations earned March 18. No adjectives, just entries that point to work someone can inspect.

In month seven, the client will not remember month two. The log is the memory. I keep saying reporting is not delivery, but a log of delivered work is different: it lets the client see what happened without pretending the log caused it. White-label delivery that works this way logs [every action with its reasoning](https://groas.com/for-agencies) and sends it under your brand each week. That is the standard this line item should meet.

**First step:** start the doc on day one. Add the date, the change, the reason and the live URL or proof each time work ships. Do not let a month close with fewer than five dated rows. An empty month on paper reads as an empty month of work; a full one still needs to contain actual work.

![A ledger of dated SEO changes beside a vague agency report](https://pub-87da24ecbbfc4c3bad6875f3aa013712.r2.dev/generated-images/5dc8b9fe-e048-4336-ad93-fcf2abc4cca9.png)

## 6. Hold a strategist call that makes decisions

**What it is:** 30 minutes a month with one named person who can say no to bad ideas. No deck read-out. No guided tour of the dashboard. Make three decisions: what ships next, what stops and what the client needs to approve.

Everything above can stall without those decisions. Pages wait for approval, technical tickets sit in a queue, and citation outreach waits for a review quote. The call earns its place when it clears those blockers and ends with owners and dates. It does not earn its place because a contract promises _strategic oversight_.

**First step:** send a one-page agenda the day before, with last month’s shipped rows and this month’s three proposed ships. Bring a recommendation for each decision. If the call could have been an email, the client will treat the retainer the same way.

![An account manager ending a video call after reviewing decisions, not slides](https://pub-87da24ecbbfc4c3bad6875f3aa013712.r2.dev/generated-images/71d8f723-419e-4ae1-9f33-de4a67183db3.png)

## 7. Track visibility across engines, but sell it last

**What it is:** prompt-level tracking that separates mention rate from citation rate by engine, rather than folding both into a blended score. It tells you whether the work above appears in answers and where to look next. It does not, by itself, change an answer.

I put reporting last on purpose. Every failed PPC retainer I ran led with reporting and treated work as a footnote. [Per-prompt pricing is percentage-of-spend in a new hoodie](https://groas.com/post/per-prompt-pricing-is-just-percentage-of), with the same incentive problem. The raw costs help explain the temptation to sell the chart: the [Semrush AI Visibility Toolkit is $99/mo per domain plus $20/mo for white-label PDFs](https://www.lighthouselocal.ai/blog/how-ai-visibility-tools-charge-agencies). Five clients cost $495/mo and 25 cost $2,475/mo for only 25 prompts tracked daily. The software bill is real. It is not a substitute for shipped work.

**First step:** track 20 to 30 prompts per client and report mentions and citations separately. Put the chart beside the dated action log so the client can see both what you did and what appeared afterward. Never let the report ship in a month when items one through six produced nothing. A chart has never changed a citation.

## Leave audits, scores and unlimited dashboards out of the retainer

Three line items look good in a proposal and die in renewal. **First, stop selling the audit as a monthly deliverable.** Sell the initial prompt and technical audit once, then sell the work that follows. A monthly audit retainer tells the client you are still looking for something to do in month five. A provider charging [$500/mo has limited room for research, expert editing, technical implementation, content production, measurement and authority work](https://growleads.io/blog/aeo-and-geo-pricing/). Cheap GEO packages become reporting with extra steps. I would price the audit the way I learned to price PPC audits: a flat fee up front, then a retainer listing what ships after it.

**Second, drop AI readiness scores as the headline result.** A score moving from 62 to 68 means little if no new citation came with it. That is [why 2019-style white-label deliverables no longer survive renewal conversations](https://groas.com/post/from-white-label-seo-to-aeo-retainers-ho): rank reports became visibility scores without changing the underlying economics.

**Third, do not promise unlimited dashboards as if they mean unlimited coverage.** One flat plan at [$400/mo covers unlimited domains but only 500 tracked prompts](https://www.lighthouselocal.ai/blog/how-ai-visibility-tools-charge-agencies). Across 25 clients, that is about 20 questions each before one hungry client eats everyone else’s coverage. If a line item neither changes a citation nor helps you decide what to ship, cut it before the client does.

## Package the work into three tiers

I would sell three packages and nothing custom under $1,500. Say you are spending $20k a month across ten local clients and every one gets a bespoke plan. You drown. Tiers keep the work legible and the shipping lane clear:

- **Foundation, $1,800 to $2,500/mo:** prompt map once, two answer pages published monthly, one shipped technical fix, dated action log and quarterly strategist call. For single-location clients who need to show up in local answers.
- **Growth, $3,500 to $5,000/mo:** Foundation’s core work, with four pages and three earned mentions monthly, cross-engine mention-versus-citation tracking and a monthly decision call. This is the renewal workhorse. It matches where [mid-market retainers at $3,000 to $5,000 hold 40 to 60% margin](https://almcorp.com/blog/how-to-build-7-figure-white-label-digital-agency/) on $500 to $1,200 fulfillment.
- **Authority, $6,000 to $8,000/mo:** Growth’s core work, with six pages, digital PR for third-party citations and multi-product prompt coverage. For B2B and multi-location clients where [growth managed AEO sits at $3,000 to $8,000 and advanced B2B runs $8,000 to $15,000+](https://growleads.io/blog/aeo-and-geo-pricing/).

**Margin math per domain is where white-label wins or loses.** If you resell per-domain seat tools, margin falls in a straight line as you add clients. If you run on a flat platform cost with pooled labor, you keep it. I keep [the full line-item monthly cost math for a multi-client AEO retainer](https://groas.com/post/what-a-10-client-aeo-retainer-actually-c-2) open when I price. It forces me to count content, fixes and citations instead of just software seats. Real work needs 25-plus hours a month per serious client, which is why anything [under $2,500 is reporting with extra steps](https://gigradar.io/blog/seo-agency-upwork-retainers). Price the tier for the work shipped, not the dashboard attached.

### Know when to skip white-label and refer out

Not every client belongs on this retainer. If you cannot publish to the CMS, cannot touch robots and templates, and cannot get a quote approved for third-party listings, skip white-label and refer the work out. You will sell reporting and eat the churn in month five. Same if the client only wants one page a quarter or insists on approving every comma through legal.

**You need control of the shipping lane:** connection to ad accounts and site in a couple of clicks, content and fixes running weekly, and reports under your brand. I run mine that way through [groas for agencies](https://groas.com/for-agencies) because content, technical fixes and citations are done per client domain under my name while my team stays client-facing. If you cannot promise ships, do not promise a retainer.

If I were building this retainer from zero tomorrow, I would start with item one and refuse to sell anything else until it exists. **The prompt map makes the other six honest.** It tells you which pages to publish first, which technical page blocks retrieval, which third-party list to chase, what goes in the log, what the chart should track and what the strategist call must decide. I used to start with reporting because reporting was easy to sell. Clients paid for three months and left in the fourth. Start with the buyer prompts your client is missing from, then publish to close those gaps. Month seven stops being a renewal risk. It becomes the month the client asks what else you can take over.

## Frequently Asked Questions

### What is the first deliverable an agency should sell in a white-label AI SEO retainer?

Start with a prompt map: 20 to 40 real buyer questions tested across ChatGPT, Perplexity, Gemini and Google AI Overviews, matched to the pages that should answer them. It shows which prompts name competitors and skip the client, so every following task is tied to a real gap.

### Do draft pages count as deliverables, or do pages need to be published?

Pages need to be published to the client CMS, because a draft in Google Docs is not delivery. Two to four live pages a month, each answering a prompt from the map with plain factual copy, give AI engines something they can retrieve and quote.

### How should technical SEO work be delivered in a monthly retainer?

Ship two or three fixes a month with before-and-after proof, such as allowing AI bots in robots, unblocking JavaScript rendering, restoring page speed or adding schema that matches visible copy. An audit PDF alone has never gotten anyone cited; clients renew fixes they can click.

### Why do clients need mentions on third-party pages for AI citations?

AI answers pull from third-party pages far more often than brand domains, with one roundup putting 85% of brand mentions on third-party pages. Publishing on the client's own site does not put them into a comparison page or local list an engine already quotes, so aim for two to five earned mentions a month.

### How does an agency prove what work shipped in a retainer?

Keep a dated log per client with an entry for every shipped change: the date, the change, the reason and a live URL or proof. Do not let a month close with fewer than five dated rows, because an empty month on paper reads as an empty month of work.

### What should a monthly strategy call with a retainer client cover?

Thirty minutes with one named decision-maker, ending in three decisions: what ships next, what stops and what the client needs to approve. Send a one-page agenda the day before and bring a recommendation for each decision so the call clears blockers instead of reading out slides.

### Should AI visibility reporting be the main retainer deliverable?

No. Visibility tracking shows whether shipped work appears in answers, but the report itself does not change a citation, so it belongs last on the invoice. Track 20 to 30 prompts per client, report mentions and citations separately, and never let the chart ship in a month when no actual work did.

## Paid Ads & SEO, Run For You

Businesses pay one flat monthly fee per service, agencies resell it under their own brand, and groas does the work either way.

[See Pricing](https://groas.com/pricing)

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