How to Productize an AI Visibility Service (Pricing, Packaging, Delivery)
A service becomes a product when the scope, the price, the deliverable and the delivery time are decided before the sales call rather than during it. Everything below is a decision you make once.
The three-rung ladder
Rung one: the audit. $500–$1,500. Five business days.
Deliverable: a five-page PDF with the client's name on it — the finding, the competitor frequency table, the scored nine factors, the revenue at risk, and the fix sequence.
Charge for it. This is the single most common mistake: giving the audit away to "get in the door." A free audit gets skimmed and filed. A paid one gets read, argued with, and forwarded to whoever controls the budget — all three are what you want. The paid audit also filters out tyre-kickers at a stage where filtering is cheap.
Rung two: the fix. $2,500–$6,000. Thirty days.
Entity cleanup, structured data, the initial quotable corpus, and the first round of third-party corroboration. A defined scope with an end date, so it can be sold to someone not ready for a recurring commitment. It also folds cleanly into month one of a retainer.
Rung three: the retainer. $1,500–$3,000/month.
Monthly re-run of the same prompt set, citation share trend, competitor movement, corpus additions, and continued corroboration work. The report is the product. If the monthly document is thin or ugly, you churn at month three regardless of the underlying results.
Why these numbers
Price against what the outcome is worth in the client's business, never against your hours.
A roofer with a $12,000 average job value and a 30% close rate needs one additional job per quarter to make a $2,000/month retainer profitable four times over. Say that out loud, with their numbers substituted in, on the call. The arithmetic makes the decision for them.
The inverse also holds: if a prospect's average job value is $400, no honest version of this maths closes. Disqualify them and move on. High-job-value verticals — roofing, HVAC, legal, dental, med spa, remodeling, commercial services — are where this business lives.
Scope boundaries, written down
Decide these once and put them in the proposal:
- Number of prompts and engines. Sixty prompts, four engines, three runs. Fixed. Expanding the prompt set breaks trend comparability, so it is not a favour you do for anyone.
- What "fix" includes. Identity data across a named list of sources, schema on a named list of page types, a fixed number of corpus pages per month. Numbers, not adjectives.
- What it excludes. Website redesign, ad management, review generation campaigns, anything requiring platform access you cannot get.
- Reporting cadence. Monthly, on a fixed date, delivered as a document.
- What is guaranteed. The measurement and the work. Never the outcome. Anyone guaranteeing citation is either lying or does not understand the mechanism, and the client will eventually discover which.
The four objections, and honest answers
"Isn't this just SEO?" — "About 40% of the fix work overlaps with technical SEO. What differs is the measurement — there's no rank in an AI answer, so we measure citation share — and the priority order, which is nearly inverted. Entity consistency and quotable material beat content volume here."
"Can you guarantee results?" — "No. I guarantee the measurement is honest and the work gets done. The engines decide the rest, and anyone telling you otherwise is selling you something."
"That's more than I pay for SEO." — "Different work and different measurement, and your SEO provider isn't doing it. Keep them. This is a second line, priced against one extra {job type} a quarter."
"Let me think about it." — "Then buy the audit. It's the smallest reversible step, you keep the document either way, and it credits against the fix if you go ahead."
Delivery that survives month three
Retainer churn in this category is almost always a reporting failure rather than a results failure. Three rules:
- Same document every month, same order. Familiarity is the point. The client should be able to find the trend line without reading.
- Show the competitors by name, every month. The competitive frame is what keeps the emotional stake alive. Abstract scores do not.
- Report the flat months honestly and say what you are doing about them. A client who catches you smoothing a bad month is gone. A client who watched you call a flat month flat, in writing, trusts the good months.
Building it into a team service
Once you are running four or five retainers, the audit is the constraint. It is also the most delegable part: with a written scoring rubric and a fixed prompt set, a trained contractor can execute the runs and the logging, leaving you the interpretation and the conversation.
That only works if the protocol is written down. Undocumented judgement cannot be handed to anyone, which is the real reason most solo services never become two-person services.
What Citeworthy gives you
The System ($97) is the whole thing documented: the audit protocol, the weighted scoring model, the 30-day fix sequence, five vertical playbooks with real deal sizes and compliance cautions, the pricing and contract language, and the monthly client report template.
The Agency License ($297) adds white-label rights — your brand on the workbook and the client report — multi-seat use, and the right to resell the deliverables, for shops productizing this across a team.