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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 the work involves talking to real people, Rubikn follows 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

Rubikn does 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

Participant identity is 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. Rubikn discloses conflicts of interest and does not reuse confidential information from one client to benefit another. If it cannot provide a fair analysis, it declines the project.

No. 03 / Informed Consent ←

What participants know before they start.

Before participation, Rubikn explains in plain language — not legal boilerplate:

01
Who Rubikn is
And who the research is for (Rubikn and/or a client project).
02
Purpose of the research
What the research aims 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 — consent is asked for again.

No. 04 / Confidentiality ←

How Rubikn protects identity.

De-identification

Names, emails, and direct identifiers are removed from notes and insights wherever possible. Findings are reported as themes and patterns.

Quote sanitization

If quotes are used, details that could reasonably identify a person or company are removed. 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, participants are told upfront and what is collected and shared is adjusted.

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, they are compensated fairly for time spent.

Compensation amounts or recruiting practices that could be coercive or manipulative are avoided.

No. 06 / No Deception ←

Rubikn doesn’t trick people into talking.

No misrepresentation

Rubikn does not misrepresent who it is, who it works for, or what the research is for. Ever.

No extraction

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

No dark patterns

Rubikn does not use dark patterns to pressure participation. If limited concealment is ever required, the approach and reasoning are disclosed to the client — and to participants after the session.

No. 07 / Independence ←

Trust requires independence.

01
Disclosure
Material conflicts of interest that could reasonably affect objectivity are disclosed.
02
No cross-contamination
Confidential information from one client is not knowingly reused to benefit another.
03
Competitor separation
If two potential clients are direct competitors, one engagement may be declined or strict separation put in place — scope, access, and timelines.
04
The walk-away rule
If Rubikn believes it cannot provide an independent, fair analysis, it will not take the project.
No. 08 / Sensitive Topics ←

When the conversation gets personal.

The aim is to keep research respectful and appropriately scoped. Sensitive personal topics are avoided unless they are essential to the research purpose. If a participant becomes uncomfortable, the session pauses, changes direction, or ends.

Skip anything

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

No personal data fishing

Sharing personal data or confidential company details that fall outside the research scope is actively discouraged.

Accidental collection

Sensitive information collected by accident that should not be retained is deleted or redacted from notes and reporting.

No. 09 / Data Security ←

How Rubikn stores and protects 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. Identifying information is kept separate 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 was collected
Request a summary of what data was gathered from your participation.
02
Request correction
If there are clear errors in what was recorded, tell Rubikn and they will be fixed.
03
Request deletion
Ask Rubikn 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 Rubikn handles research ethics.

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