Short answer, as of August 2026: if a buyer asks an assistant what something costs and your page says "contact us", you are structurally ineligible to be the source of that answer — the engine needs a quotable figure, and it will find one somewhere else. Publishing a range, a starting price, or a worked example with the variables named is usually enough. You do not have to publish a full rate card to become citable; you have to stop returning nothing.
Cost is one of the highest-intent question shapes there is, and it is one of the few where the content decision and the citation outcome are directly, mechanically linked.
Why cost queries behave differently
Most content questions have soft answers. "How does X work" can be satisfied by any of a hundred adequate explanations, so selection turns on authority, structure and corroboration.
Cost questions are not like that. The user wants a number, the assistant knows it wants a number, and a source that supplies one is dramatically more useful than a source that does not. When an engine assembles a cost answer it is looking for concrete, attributable figures — and pages that contain none are filtered out early, no matter how well they rank.
The practical consequence is uncomfortable for a lot of B2B and services businesses: your competitor's transparent pricing page, or a three-year-old roundup article with your old rates in it, becomes the authority on what you cost.
What "contact us" actually costs you
Gating pricing is a defensible sales strategy in some markets, and this is not an argument that everyone should publish a rate card. But the trade has changed, and the new terms are worth stating plainly.
You lose the citation entirely. Not "you rank lower" — you are not eligible for the answer, because the answer is a number and you did not provide one.
You lose control of the number. Someone else's estimate of your pricing fills the vacuum: an old article, a review-site guess, a competitor's comparison page written to make you look expensive. The vacuum always gets filled.
You lose the qualification benefit. The traditional argument for gating is that it drives enquiries. Increasingly it drives them elsewhere, because the buyer asks an assistant first and simply never arrives at the form.
You lose the freshness signal. A dated price is one of the strongest markers that a page is maintained. A page with no numbers gives an engine nothing to date.
The four levels of price transparency
You do not have to jump to a full rate card. Each level up is measurably more citable than the one below it.
| Level | What you publish | Citable? | Best for |
|---|---|---|---|
| 0 | "Contact us for pricing" | No | Nothing — this is the level to leave |
| 1 | A stated range with the drivers named | Usually | Custom services with wide variance |
| 2 | A starting price ("from $X") plus what changes it | Yes | Project work, bespoke scopes |
| 3 | A worked example with real numbers and assumptions | Yes, strongly | Consulting, agencies, complex services |
| 4 | Full published tiers | Yes, strongly | Software and productised services |
Level 3 is underused and often the best answer for businesses that genuinely cannot post a single number. A worked example — "a typical three-location client on this programme spends $X a month across software and hours; here is what pushes it up and down" — gives an engine something quotable while remaining honest about variance. It also reads as more credible to humans than a bare range does.
How to write a price so it can be quoted
Format matters as much as the decision to publish.
Put the number in prose, not only in a component. A price rendered by a client-side pricing widget may be invisible to crawlers that do not execute JavaScript — the failure described in JavaScript rendering and AI search visibility. At least one plain sentence in the server-rendered HTML should carry the figure.
Date it explicitly. "As of August 2026" in the sentence containing the number. This does two jobs: it signals freshness, and it means that when the price changes, the stale version is visibly stale rather than plausibly current.
Name the unit and the scope. "$249 per month, per agency account, including up to 15 client tenants" is quotable. "$249" alone invites the engine to attach it to the wrong thing.
State what changes it. The variables — volume, locations, seats, complexity — are what turn a number into an explanation, and explanations get quoted in full more often than bare figures do.
Add structured data where it fits. Product, Service and Offer schema carrying the same value gives a machine-readable confirmation of the prose. The general pattern is in structured data and llms.txt for AI citation.
Keep every instance in agreement. A price that appears on the pricing page, in a PDF, in an old blog post and in a partner directory needs to be the same number. Disagreement is resolved against you, which is the same conflict mechanic described in correcting stale facts in AI answers.
The objection: competitors will undercut us
The usual reason for keeping prices private is competitive. It is worth being precise about what has changed.
Competitors already know your pricing. In any market with more than a handful of players, pricing intelligence is a phone call, a mystery-shopped quote, or a former customer away. The people your gate actually stops are buyers doing early research — which is now a conversation with an assistant, held long before they contact anyone.
There is also a selection benefit that gets forgotten. A published starting price filters out enquiries you were never going to convert, which is worth real money for teams whose bottleneck is sales capacity rather than lead count. The businesses that regret publishing tend to be those that published a bare number with no explanation of what it includes; the fix is Level 3, not Level 0.
The genuine exceptions exist and are narrow: heavily negotiated enterprise contracts, regulated pricing, and markets where the buyer expects bespoke quotation as a signal of seriousness. Even there, a published range with the drivers named is generally safe, and it is enough to make you eligible for the citation.
Making the cost page do double duty
The pages that win cost citations tend to share a shape: the number early, the variables next, an honest comparison including the cheaper alternatives, and a worked example at the end. Burying the figure below a thousand words of preamble defeats the exercise — engines and readers both take the first clear answer.
It also pays to answer the adjacent questions on the same page, because the assistant is usually being asked a compound question. "How much does it cost and is it worth it" is one query in the user's head. Our own take on the category's costs is in how much GEO costs, and the value side is argued in the GEO ROI business case.
DigiRank publishes its own tiers for exactly this reason: Starter at $99/mo, Agency at $249/mo, Pro at $499/mo and Scale at $999/mo, with a 14-day trial on everything above Starter and a breakdown of what each tier replaces. The AI Visibility Tracker then shows whether cost prompts in your category name you or someone else, which is the only way to know whether a transparency change worked. Tracking begins on the $99/mo Starter plan; the content engine and Princeton GEO scorer that grade a draft before you publish it come with Agency. If you want the tier-by-tier detail, the pricing plans explained walks through who each one is for.
Frequently asked questions
Should I put prices on my website for AI search? If you want to be the source of cost answers, yes — at minimum a range or a starting price with the variables named. Assistants answering "how much does X cost" need a quotable figure, and a page without one cannot supply it. The answer gets built from someone else's numbers instead.
What if my pricing is genuinely custom? Publish a worked example rather than a rate card: a typical engagement, real numbers, and an explicit list of what moves the total up or down. That is quotable and honest, and it usually performs better than a bare range because it explains itself.
Will publishing prices help me get cited by ChatGPT? It removes a hard disqualifier for one of the most common high-intent question types. It is not sufficient on its own — access, indexing and corroboration still apply — but a page with no number cannot be the source of an answer that is a number.
How much does generative engine optimization cost? Software for tracking and content work typically runs from around $99 a month at the low end into the several hundreds for agency-grade platforms, with the larger line usually being the hours rather than the licence. DigiRank's own tiers are $99, $249, $499 and $999 a month as of August 2026.
Where should the price appear on the page? Early, in a plain server-rendered sentence, with the unit and scope named and a date attached. Reinforce it with Product, Service or Offer structured data carrying the same value, and repeat the same figure anywhere else it appears on your estate.
Won't competitors use my published prices against me? They almost certainly know them already; competitive pricing intelligence is trivially obtainable. The people a pricing gate actually stops are early-stage buyers, and those buyers now ask an assistant before they ever reach your contact form.
How often should I update a published price? Whenever it changes, and re-date it at least annually even if it has not. An undated price ages badly, and a visibly stale figure damages trust more than a slightly higher current one.
What if an assistant quotes an old price of mine? Correct the figure on your own site with a date, update structured data, then work through the third-party sources still carrying the old number — directories, comparison articles and any superseded pages of your own. Expect the change to propagate over several weeks rather than immediately.