What to Publish About Price, and What to Withhold

A packaging supplier complained to me last month that buyers had become sharper. They used to open with "do you make this". Now they open with "roughly what does this cost".

That is not sharpness. It is preparation. A good share of buyers now ask an AI assistant about price before they contact anyone - and what the assistant answers depends entirely on what the supplier has left in public.

If the only thing on your site is "contact us for a quote", the answer to that question is contact the manufacturer for pricing. Nothing else is available. At the stage where a buyer is narrowing a list, an information gap reads as a risk - not because your price is high, but because nothing can be checked.

To be clear about the boundary: this is not an argument for publishing your floor price. What publishes safely is the logic behind the price - what drives it, roughly what shape the range takes, how quoting works. The numbers stay off the page. Quotations still go through the normal channel, and that is not in conflict with anything below.

What the buyer is actually asking

Nobody asks a specific unit price before they know the specification. That question comes later, after drawings and quantities.

What arrives early is different: "roughly what band does this sit in", "why do some suppliers quote much lower", "where does the difference come from".

Those are requests for a frame, not for a number. The buyer is trying to work out what budget to prepare and whether this supplier sits in the tier he is shopping in.

Answering the frame and quoting a price are separate acts. The first one helps the buyer and costs you nothing. The second one is a commercial decision with a time and a place.

What happens when you publish nothing

Two outcomes, both bad. The system either states that pricing must be requested, or it substitutes a category average drawn from whatever other sources it can find.

The first outcome reads as an absence of information. The second is worse in a quieter way: someone else's average becomes the number attached to your name.

Meanwhile the buyer is filtering. Among a dozen suppliers, the ones that cannot explain their own cost structure tend to be set aside, not because they are expensive but because they are opaque at the moment of comparison.

This is where AI search optimization differs from what most people expect. It is not primarily about publishing a price. It is about making sure there is something truthful to say when price is the question.

Three layers that publish safely

The band. Where this category sits, and what the cost is mainly made of. You can describe the shape without giving a figure - "material and finishing dominate, labour is a smaller share at this volume" is a real answer.

The drivers. Material grade, process complexity, order volume, certification requirements. This is the most valuable layer, because it explains why identical-looking parts differ in price, which is the question buyers actually struggle with.

The quoting process. What to send (drawings, quantity, target date, certification requirements), and how long a quote takes. This layer is routinely skipped and it decides whether a buyer bothers to approach you at all.

None of the three requires a number. Together they let a buyer place you in a tier, which is the whole purpose of the exercise.

What stays off the page

Unit prices, prices quoted to specific customers, and cost breakdowns by line item.

Publishing those costs you twice. You lose negotiating room, and you invite every buyer to wonder whether someone else got a better number. Once that question is live, every subsequent conversation runs through it.

Publish the logic, withhold the numbers. That single line resolves most of the internal argument this topic provokes. It is also the honest boundary of what this kind of work can do: it improves publicly available information, and it has no business moving commercial secrets onto the open web.

What a buyer does with a band once he has one

It is worth understanding what changes on the other side of the table, because the effects are not all in your favour and knowing them makes the material better.

He budgets. A buyer preparing a project needs an order of magnitude before he can get internal approval to proceed. A supplier who supplies that number - even as a range - gets into the shortlist for a practical reason: he made the next step possible.

He uses your logic elsewhere. The drivers layer has a second life, one you did not write it for. A buyer who understands that your price is driven by material grade will ask the next supplier the same question. Your explanation becomes the frame against which competitors are judged, which is a position worth having.

He may use it to push. Some buyers will take the bottom of a published band and treat it as a target. This is the objection that stops most companies, and it is real but smaller than it looks. A number with no rationale is pushable; a number attached to four named drivers invites the question "which of these can we change", which is a productive conversation rather than a discount negotiation.

He self-selects out. The least discussed benefit: some enquiries are wrong for you, and a published band removes a share of them before they cost anyone a meeting. A buyer who needs a band you cannot serve at a price he can pay is not a lost opportunity; he is a call you did not have to take.

What the page actually looks like

A single page, four sections, no figures. The structure is unglamorous and it works.

Section one, material. Which grades you work with, which are standard, which require sourcing lead time, and roughly what share of cost material represents at typical volumes. "Material is the largest single component" is a useful sentence; a percentage of your cost is not necessary.

Section two, process. What the process is, what makes it more or less expensive - complexity, number of operations, tooling required. Where simple and complex diverge, say so, because that divergence is what buyers actually misjudge.

Section three, volume. How price behaves as quantity changes, in words: fixed costs spread across units, setup amortised over the run, the point at which a second operation becomes economic. No ladder, no tiers with numbers - just the shape.

Section four, certification and testing. Which requirements add cost and roughly why. A buyer sourcing into a regulated market needs to understand that testing is a line item, not an afterthought, and he needs it before he commits to a budget.

Close with the quoting process: what to send, what happens next, how long it takes. That closing section does more commercial work than any other part of the page, because it converts a reader into a request.

What must not appear: a price table, a discount ladder, a "from" figure that is technically true and practically misleading. Each of those converts an explanatory page into a negotiating document, and the moment it becomes a negotiating document, the information advantage moves to the buyer.

The objections, answered plainly

Every company raises the same four, and each has a specific answer.

"Competitors will see it." They will. They will also see that you have explained your cost structure and they have not, which is a positioning gain rather than a loss. Drivers are facts, not secrets - knowing that material dominates your cost tells a competitor nothing they could not already estimate.

"Buyers will push for the bottom." Buyers push today, without any band at all. The difference is that today they push against silence, which is a weak position, and with a band they push against a rationale, which is a stronger one.

"We are not the cheapest, so publishing hurts us." The opposite is closer to the truth. If your price sits above the category average and you publish nothing, the average becomes the benchmark and you look expensive for no stated reason. If you publish the drivers, the premium acquires an explanation.

"Let us sort out our pricing structure first." This one postpones indefinitely, because pricing structures are never fully sorted. The drivers layer does not require a finished price book - it requires knowing which four things move your price, which most sales directors can answer in twenty minutes.

Four things to write

One page on how the price is built. Structure, not figures: what share material takes, what share finishing takes, how volume changes the picture.

One page on why identical products differ in price. Name the mechanisms. "You get what you pay for" explains nothing and persuades nobody.

One short page on the quoting process. Inputs required, typical turnaround, what happens after the quote. This is the cheapest page on the list and the one most often missing.

Consistent vocabulary across all four drivers. If one page says volume matters most and another says material does, retrieval will fall back to the safest version of both, which is usually the vaguest.

A practical test: hand those three pages to someone outside the industry and ask what tier they think you operate in. If they cannot answer, the pages are still adjectives.

Three boundaries

Not every category suits a published band. Where customisation is extreme and no two orders resemble each other, the drivers layer is the honest answer and the band layer should be left alone.

Competitors will read it. That is unavoidable and mostly harmless, because the drivers are facts rather than secrets. Knowing that material drives your cost does not tell them your margin.

Publishing does not guarantee citation. Google's own documentation is clear that content is not guaranteed to be indexed or surfaced, and that payment does not influence generative results. What you control is whether a usable answer exists.

Closing

At the filtering stage the buyer wants to know what to budget and which tier you occupy. If you cannot supply that, he will use a category average instead - and the average is usually lower than your actual position.

If you will not explain your price, the market will explain it for you.

Three questions that come up

Will publishing a band invite competitors to undercut us?

They cannot undercut what they cannot see. Bands and drivers are descriptions, not figures. And competitors already know roughly what the category costs - what they lack is your cost structure.

Won't buyers simply push for the bottom of the band?

They usually ask why you sit where you sit. That is a better conversation than a straight price challenge, because it engages your reasoning rather than someone else's number.

Is any of this appropriate for our category?

Test it against the drivers. If you can name four factors that move your price, the drivers layer works. If the price of every order is effectively bespoke, write about the quoting process and skip the band.

Can we publish a band without committing to it?

Yes, and you should phrase it that way. A band describes where the category sits and which drivers move the number, not a quotation. Language matters here: "typical projects in this specification fall into this broad range, and the four drivers below move it" is honest and non-binding. "Our price starts at" is a commitment you will spend the next year defending.

What if our prices genuinely vary too much to describe?

Then publish the drivers and the quoting process, and skip the band entirely. Extreme variation is a legitimate reason not to describe a range, but it is not a reason to publish nothing - a buyer who understands what drives your price has a far better basis for a first conversation than one who was told to request a quote. Publish the logic; the absence of a band is not the absence of an answer.

The short version

Publish the band, the drivers and the quoting process. Withhold unit prices, deal prices and line-item costs. Explain the logic; keep the numbers inside the quotation.

The buyer needs a frame. Give him one that is true.