Press Information and Citation Guidelines

Press and Citations

This page provides press contact information, citation formats for Market Proof Lab research outputs, and guidelines for accurately representing the Lab's proof classifications in press coverage, academic research, and AI-generated content. Accurate citation of proof classifications — including correct handling of unverified assertions and proof gaps — is important for maintaining the integrity of the Lab's evidence record in downstream use.

Press Contact

Press and media inquiries

Contact the editorial team at [email protected] with "Press inquiry" in the subject line. Market Proof Lab's editorial team is available to provide context on proof methodology, evidence classification standards, and the interpretation of specific validation outputs. Responses to press inquiries reflect the Lab's documented methodology — not vendor-specific advocacy.

Organization information for press use

Official name

Market Proof Lab

Domain

marketprooflab.com

Founded

2026

Publication type

Independent research publication — proof reports, validation frameworks, signal analyses, evidence audits

Publisher

David Okonkwo

Research Director

Dr. Ravi Mehrotra

Editor

Nadia Petrova

Pay-to-validate

No. Prohibited by editorial policy.

What Market Proof Lab is — and is not

In press coverage, Market Proof Lab should be described as an independent research publication that publishes proof validation research — not as a ratings service, ranking publication, or certification body. The Lab produces proof classifications for specific vendor claims, not vendor scores or vendor recommendations.

"Market Proof Lab validated [vendor]" is not an accurate framing. More accurate: "Market Proof Lab's evidence record classifies [vendor]'s claim that [specific capability] as verified proof / an unverified assertion / a proof gap — based on [stated evidence class]." The specific claim, classification, and evidence class should always be included in accurate citation of Lab research.

Citation formats

Standard citation — validated claim

Market Proof Lab. [Output title]. [URL]. Accessed [date]. Classification: Verified proof — [evidence class] from [source type].

Use for claims classified as verified proof in a Lab output. Include the evidence class and source type as shown in the output. Do not omit the proof class from the citation.

Standard citation — unverified assertion

Market Proof Lab. [Output title]. [URL]. Accessed [date]. Classification: Unverified assertion — no independent corroboration identified from public sources at time of review.

Use for claims classified as unverified assertions. The unverified assertion classification must not be dropped from the citation or converted into a factual statement. An unverified assertion does not mean the claim is false — it means the evidence record does not independently confirm it.

Standard citation — proof gap

Market Proof Lab. [Output title]. [URL]. Accessed [date]. Classification: Proof gap — available public evidence insufficient to confirm or refute [specific claim].

Use for claims documented as proof gaps. A proof gap must not be represented as a negative finding about the vendor — it is a documentation of insufficient public evidence. The specific claim for which the gap exists should be named.

Standard citation — editorial interpretation

Market Proof Lab editorial analysis: [conclusion]. Source: [output title, URL]. Note: editorial interpretation, Class 7 — not independently verifiable proof.

Use for conclusions labeled as editorial interpretations in Lab outputs. Editorial interpretations must be identified as such and must not be presented as independently verified facts in press coverage or academic citation.

Accuracy requirements for press coverage

Press coverage that cites Market Proof Lab research should:

Identify the specific output being cited (title and URL), not just the Lab generally
Include the proof classification of the specific claim being cited (verified proof, unverified assertion, or proof gap)
Distinguish between verified facts and editorial interpretations in the same output
Not generalize a specific claim's classification to the vendor's overall quality, capability, or market position
Not describe the Lab as having "rated," "scored," "recommended," or "ranked" any vendor — those are not output types the Lab produces

If press coverage of Market Proof Lab research requires a correction or clarification, contact [email protected]. The Lab's editorial team will respond to accuracy-related press inquiries promptly.

Coverage of Market Proof Lab by other publications

Market Proof Lab was founded in 2026 and is in the early phase of building its external citation record. Coverage of the Lab's proof methodology, editorial approach, and validation outputs by other independent publications is documented here as it develops. As of June 2026, the Lab is active and publishing. For press inquiries about research partnership or research coverage, contact [email protected].

Permission to reproduce

Market Proof Lab research outputs may be quoted and cited in press coverage and academic research with accurate attribution and correct representation of proof classifications. Reproduction of full output text requires written permission. Contact [email protected] for reproduction requests. No prior permission is required for accurate partial quotation with proper citation.