Licensing quote records without exposing your price book

What in a quote record actually exposes your pricing?#

A quote record exposes pricing through more fields than the total. Flat-rate task prices, option tiers, membership discounts, labor rates, parts markups, supplier costs and negotiated commercial rates can each reveal how you price, and some of them reveal what you pay.

The pattern is simple: what a customer saw on the estimate is less sensitive than what sits behind it. Price book entries in many field service platforms hold cost, markup and margin details that never appear on a customer's estimate, and those internal fields are where leakage does the most damage.

What do AI developers need from quote records?#

AI developers usually need the structure of a quote more than its exact prices: the problem, the scope, the options offered, the recommendation, the customer's choice and what happened next. Prices matter for some uses, such as assistants that draft estimates, but the relative position of options often carries much of the useful signal.

That is why price treatment is a conversation about intended use, not a fixed rule. A buyer studying how technicians scope work may not need prices at all. A buyer building an estimating assistant may want realistic relationships between options and line items while having no need for your actual numbers.

Ask early which questions the buyer wants the data to answer. If the answer is how problems get scoped or which option customers pick, prices can usually be removed or banded. If it is how line items combine into a total, relative values may be needed. Agreeing on intended use first keeps you from releasing more pricing detail than the purpose requires.

Five ways to treat prices before release#

Five treatments cover most situations, and they can be combined, for example banded prices on older quotes with commercial contracts excluded altogether. The table compares what each changes and what it costs in value.

Whatever the treatment, document it. A buyer needs to know that prices were normalized or banded, how that was done, and which lines were excluded, or the data will be misread. That description belongs in the preparation record for the package.

Fields that should never leave#

Some fields should never leave regardless of treatment, because they expose what you pay, what you earn or what someone else trusted you to keep private. Supplier agreements and commercial service contracts often carry confidentiality terms of their own, so these fields may not be yours alone to share.

Prices also hide outside the price fields. Technician notes mention what a part cost the shop, attached proposal PDFs repeat full pricing, and email threads with commercial customers quote negotiated rates. A treatment that clears the structured fields but leaves notes, attachments and messages untouched has not protected the price book, so scan free text and attachments with the same rules.

• 1Parts costs, supplier price lists and distributor rebate or incentive terms.
• 2Gross margin, markup multipliers and internal pricing formulas.
• 3Labor cost rates, technician pay and commission or spiff fields.
• 4Negotiated rates and contract terms for named commercial customers.
• 5Financing terms, dealer fees and lender program details.
• 6Internal notes about competitor prices or price matching.

Contract terms that limit how prices can be used#

Contract terms limit how licensed quote data can be used after it leaves, which makes them the second layer of protection after field treatment. A license should define permitted use narrowly and spell out what the buyer may not do with any pricing information that remains.

Useful clauses include a permitted-use statement tied to the stated purpose, a prohibition on analyzing, benchmarking or publishing contractor pricing, a ban on resale or onward sharing, a prohibition on attempts to re-identify your company, customers or suppliers, and deletion or return at the end of the term. Competition law can matter when pricing information moves between businesses, so counsel should review what price data is shared and with whom.

Contract terms complement field treatment; they do not replace it. The safest price data is the price data that was never included. This is general information, not legal advice; the exact clauses are drafted and reviewed with counsel for each deal.

Illustrative: an HVAC and electrical contractor picks a treatment#

Illustrative: a fictional HVAC and electrical contractor has years of quotes in ServiceTitan, built from a flat-rate price book it has refined over a long period, plus commercial service agreements with negotiated rates. The owner is open to licensing quote records but will not risk competitors learning the price book.

The company removes every cost, margin, labor rate and commission field outright and excludes commercial agreement quotes entirely. For residential quotes, it replaces prices with each option's position relative to the lowest option, so a buyer sees how options were tiered without seeing price points. Quotes from the current price book period are held back.

The resulting package still shows the problem, the options, the technician's recommendation, the customer's choice and the outcome for each residential quote. The owner approves the treatment in writing, and the description of what was changed travels with the data.

How SourceX handles price-sensitive records#

SourceX handles price-sensitive records in the Preparation step of the SourceX five-step transaction, where the treatment for each price field is agreed with the supplier before any data moves. Nothing is shared during the initial fit check, which needs only a description of systems and record types.

The chosen treatment, excluded lines and permitted use are recorded in the SourceX Evidence Packet alongside provenance, licensing rights, the privacy record and release authorization, so the owner and the buyer work from the same written account of what pricing information was and was not released.