Consulting and recruiting
Segmentation typing tools and conjoint simulators: who owns them?
By SourceX Editorial · Reviewed by Noah Loul ·
Short answer
Segmentation typing tool ownership usually splits in two: the client owns study-specific outputs, such as its segment definitions, typing coefficients and conjoint utilities, while the research agency keeps its pre-existing algorithms, estimation code and simulator software. The contract draws the line, so define background IP and the delivery format before fieldwork starts.
Key takeaways
- Client-specific outputs, such as segment solutions, typing coefficients and conjoint utilities, usually belong to the client that paid for the study.
- Estimation routines, design generators and simulator engines the agency built before the project usually stay with the agency.
- Custom software often falls outside the statutory work-made-for-hire categories, so ownership of commissioned code usually turns on an assignment clause.
- Agreeing on the delivery format early, such as a licensed workbook or source code, prevents most handover disputes.
Who owns a segmentation typing tool?#
A segmentation typing tool is usually owned in layers: the client owns its segment solution and the classification rule fitted to its data, and the agency owns the methods and software used to produce them. The typing tool itself, a short question set with a scoring rule that assigns new respondents to segments, sits right on the line between the two.
Disputes start when a client switches agencies and asks for everything needed to keep typing its customers, or when an agency wants to reuse a segmentation approach for another client in the same category. Both questions are answered by the contract, not by research industry custom.
Conjoint work raises the same issue in a different form. The utilities belong to the study, but the simulator that turns them into share predictions is often a piece of agency software the client has never seen inside.
Client-specific model versus firm algorithms and software#
The cleanest way to see the split is component by component. Most agency agreements land close to the pattern below, but a broad assignment clause can move items from the right column to the left.
| Component | Usually client-owned | Usually agency-owned |
|---|---|---|
| Segment solution | Segment definitions, sizes, profiles and personas | The clustering or latent class method used |
| Typing tool | The reduced question set and coefficients for this study | The routine that selects questions and fits the rule |
| Conjoint study | Attribute list, levels, utilities and importances | Experimental design generator and estimation routines |
| Market simulator | Scenarios and the utilities loaded into it | The simulator engine, interface and code |
| Respondent data | Data collected for the study, subject to panel terms and notices | Nothing, unless the contract grants it |
| Reports | The delivered report and charts | Templates and standard text |
| Norms and benchmarks | Its own results within them | Cross-client databases, where contracts allow them |
- 01Your work records
- 02Personal details removed
- 03You approve the release
- 04Licensed to AI developers
How work-made-for-hire and assignment clauses decide it#
Work-made-for-hire and assignment clauses decide ownership in different ways. Under US copyright law, a commissioned work counts as made for hire only if it fits a statutory category, such as a compilation, a contribution to a collective work or a test, and both sides sign a written agreement saying so. When a work qualifies, the commissioning party is treated as the author and owns the copyright unless a signed writing says otherwise.
Simulator code and estimation software often do not fit those categories, so client contracts that rely only on work-made-for-hire language may not transfer them. That is why many research agreements add an assignment of all work product, which can sweep in agency tools unless a background IP clause carves them out.
The statistical idea behind a typing rule is not protected by copyright. The coefficients, code and documentation are where ownership questions actually bite.
Delivery format shapes what the client can do#
Delivery format decides what a client can do with a tool even after ownership is settled. A typing tool delivered as a spreadsheet with visible coefficients lets the client score new respondents anywhere, while a simulator hosted by the agency gives the client use, not possession, for as long as the hosting agreement runs.
Locked workbooks deserve a specific clause. Client analysts routinely try to unlock formulas to add a scenario or a competitor, and a simulator delivered without terms on that point invites the client to treat the embedded logic as its own.
| Delivery format | What the client gets | What to agree in writing |
|---|---|---|
| Coefficients file | The scoring rule as data | That the client may use it with any vendor |
| Excel simulator | A working tool with embedded utilities | Whether locked formulas may be opened or changed |
| Hosted simulator | Access through the agency's platform | Term, fees and data export on exit |
| Source code | The software itself | Assignment or license scope, and any reserved agency components |
Clauses to settle before fieldwork#
The clauses to settle before fieldwork are the ones both sides skip when a project is urgent. Adding them to the proposal or statement of work costs little and avoids renegotiating when the client changes agencies.
Trackers need extra care because they run for years. A typing tool fitted in the first wave and refit in later waves can absorb agency improvements that neither side documented, so record each refit, what changed and who paid for it.
- Background IP: name the agency's pre-existing methods, code, design tools and templates.
- Deliverables: list what the client receives and in which format.
- Assignment scope: limit any assignment to study-specific outputs.
- Embedded tools: license the client to use any agency component built into a deliverable.
- Respondent data: state who controls it, how long it is kept and under which panel terms.
- Normative use: whether the agency may add de-identified results to cross-client norms.
- Transition: what the agency hands over if a tracker or segmentation moves to another supplier.
Illustrative: a quant agency hands over a conjoint study#
Illustrative: a fictional quantitative research agency built its own conjoint simulator platform and has delivered many studies through it. A long-standing consumer durables client moves its research to a larger agency and asks for the simulator source code along with its data.
The agency's master agreement assigns study deliverables to the client but lists the simulator platform as background IP. The agency delivers the utilities file, the experimental design, the respondent-level data the client already owns, and a standalone workbook simulator under a perpetual internal-use license. It keeps the platform code.
The client's new agency rebuilds a simulator from the utilities file. Because the deliverables list was specific, the handover takes a short call instead of a legal dispute.
Respondent data and how SourceX approaches research records#
Respondent data is the most restricted part of any quant project. Panel provider terms, respondent notices and client agreements usually limit it to the study, and open-ended answers can identify people, so agencies should assume respondent-level files are excluded from reuse unless every layer allows it.
SourceX approaches research records through the SourceX five-step transaction: Supply, Rights, Preparation, Approval and Delivery. Agency-owned material, such as method documentation, design decisions and internal project reviews, is the usual starting point. Under the SourceX Enterprise Data Value Framework, domain expertise and uniqueness raise value while privacy burden and preparation cost reduce net value, which is why de-identified methods records often outrank raw survey files.
Frequently asked questions
Can the client hire another agency to update its typing tool?
If the client owns the segment solution and coefficients, usually yes. The new agency can refit the rule on fresh data. It cannot use the previous agency's code or proprietary question-selection routine unless that agency licenses it, so the refit may produce a slightly different question set.
Can we reuse a segmentation approach for the client's competitor?
The general approach usually stays with the agency, but the client's segment definitions, personas and sizing do not travel. Many agencies also apply conflict rules within a category. Check the agreement for exclusivity terms that limit work for competitors during or after the project.
Do panel providers have rights in respondent data?
Panel terms often set conditions on use, retention and deletion, and some limit use to the specific project. Those terms bind the agency and pass through to the client. Read them before promising a client unrestricted ownership of respondent-level files.
What happens to a hosted simulator when the contract ends?
That depends on the hosting terms. Without them, the client may lose access with no export at all. A good agreement sets an export format for scenarios and utilities, a notice period, and whether a standalone version is provided at exit.
Should the agency keep project files after delivery?
Keep what the contract and retention policy allow, usually deliverables, methods documentation and the engagement record. Delete respondent data on the schedule panel and client terms set. The agency's own code and design files stay under normal version control.
Can an agency publish findings from a client's conjoint study?
Not without the client's permission under most agreements, because utilities, attribute lists and share predictions reveal product plans and pricing strategy. Agencies that want to publish methods research usually run self-funded studies, where they control the design, the data and the right to publish.
Sources
- 17 U.S.C. 101 defines a work made for hire as a work prepared by an employee within the scope of employment, or a specially ordered or commissioned work in listed categories, including a contribution to a collective work, a compilation and a test, if the parties expressly agree in a signed written instrument. Source
- 17 U.S.C. 201(b) provides that for a work made for hire the employer or other person for whom the work was prepared is considered the author and, unless the parties have expressly agreed otherwise in a signed written instrument, owns all rights in the copyright. Source
Related resources
- InsightWhat permitted uses should a code license allow: training, evaluation or RL environments?
- InsightMemorization and regurgitation clauses for licensed source code
- InsightLicense-back terms after a software carve-out, including AI training rights
- IndustrySoftware development agencies data
- IndustryFintech software data
- DataCode review records
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