Methodology & Quality

Research that respects the people behind the data.

Rubikn exists to help teams make defensible, proof-backed decisions — especially when competitive claims are loud, vague, or exaggerated. When our work involves talking to real people, we follow the ethics principles below to protect participants and ensure insights are credible, usable, and responsibly gathered.

Last updated: February 14, 2026 Contact: contact@rubikn.com
No. 01 / Scope ←

What this policy applies to.

This policy covers human-participant research conducted by Rubikn, including:

Customer & prospect interviews

Win / loss interviews

Messaging or positioning tests

Short calls or surveys

Any other research involving individual participants

Separate policies apply to website analytics, cookies, and general site privacy.

No. 02 / Principles ←

Three principles that govern every conversation.

Consent

We do not collect research data from people without clear, informed, voluntary consent. Participation is always optional. Participants can skip any question or stop at any time without penalty.

Confidentiality

We treat participant identity as confidential by default. Findings are reported as themes and patterns, not individual stories. Quotes are sanitized. Contact details are never shared.

Independence

Trust requires independence. We disclose conflicts of interest. We do not reuse confidential information from one client to benefit another. If we cannot provide a fair analysis, we decline the project.

No. 03 / Informed Consent ←

What participants know before they start.

Before participation, we explain in plain language — not legal boilerplate:

01
Who we are
And who we’re doing the research for (Rubikn and/or a client project).
02
Purpose of the research
What we’re trying to learn and why.
03
What participation involves
Format, estimated time, topics covered.
04
Whether the session will be recorded
Audio, video, or screen — stated explicitly.
05
How information will be used
Themes, anonymized quotes, summary insights.
06
What will be shared with the client
If this is a client-sponsored study.
07
That participation is voluntary
And participants can stop at any time without penalty.
08
How to withdraw consent
Or request deletion, when feasible.

If anything changes materially — purpose, recording method, data sharing — we re-consent.

No. 04 / Confidentiality ←

How we protect identity.

De-identification

We remove names, emails, and direct identifiers from notes and insights wherever possible. Findings are reported as themes and patterns.

Quote sanitization

If we use quotes, we remove details that could reasonably identify a person or company. Named attribution requires explicit opt-in permission.

Small sample transparency

In narrow markets or small groups, complete anonymity cannot always be guaranteed. If that risk exists, we tell participants upfront and adjust what we collect and share.

No. 05 / Compensation ←

Fair pay, no strings.

When compensation is offered for research participation:

01
Disclosed upfront
Amount and format are stated before the participant agrees to take part.
02
Not contingent on answers
Compensation is never tied to “positive feedback,” “saying the right thing,” or completing every question.
03
Skip-friendly
Participants can skip questions and still be compensated.
04
Early exit honored
If a participant ends early, we compensate fairly for time spent.

We avoid compensation amounts or recruiting practices that could be coercive or manipulative.

No. 06 / No Deception ←

We don’t trick people into talking.

No misrepresentation

We do not misrepresent who we are, who we work for, or what the research is for. Ever.

No extraction

We do not use trick questions to extract confidential information. We do not ask participants to share trade secrets, NDA-protected information, or anything they’re not authorized to share.

No dark patterns

We do not use dark patterns to pressure participation. If limited concealment is ever required, we disclose the approach and reasoning to the client — and to participants after the session.

No. 07 / Independence ←

Trust requires independence.

01
Disclosure
We disclose material conflicts of interest that could reasonably affect objectivity.
02
No cross-contamination
We do not knowingly reuse confidential information from one client to benefit another.
03
Competitor separation
If two potential clients are direct competitors, we may decline one engagement or implement strict separation — scope, access, and timelines.
04
The walk-away rule
If we believe we cannot provide an independent, fair analysis, we will not take the project.
No. 08 / Sensitive Topics ←

When the conversation gets personal.

We aim to keep research respectful and appropriately scoped. We avoid sensitive personal topics unless they are essential to the research purpose. If a participant becomes uncomfortable, we pause, change direction, or end the session.

Skip anything

Participants can skip any question or stop at any time. No explanation required.

No personal data fishing

We actively discourage sharing personal data or confidential company details that fall outside the research scope.

Accidental collection

If we accidentally collect sensitive information that should not be retained, we delete or redact it from notes and reporting.

No. 09 / Data Security ←

How we store and protect your data.

Access control

Access is restricted to the minimum number of people required to do the work. No exceptions.

Secure storage

Files are stored in secure systems with controlled access. We separate identifying information from research notes where possible.

Retention limits

Recordings and raw transcripts: retained for up to 12 months for verification, then deleted. De-identified insights: may be retained longer for quality improvement and historical comparison.

No. 10 / Your Rights ←

Your rights as a participant.

If you participate in a Rubikn research activity, you can:

01
Ask what we collected
Request a summary of what data we gathered from your participation.
02
Request correction
If there are clear errors in what we recorded, tell us and we’ll fix them.
03
Request deletion
Ask us to delete your identifiable data, when feasible.
04
Withdraw consent
Revoke permission for future use of your data, where applicable.
To make a request, email contact@rubikn.com with the subject line: “Research Ethics Request.”
No. 11 / Questions ←

Questions about how we handle research ethics.

If you’re a participant with questions about how your data was used — or a prospective client who wants to review our ethics process before engaging — we’re happy to walk through it.