Reliable Representation Standard

Version 1.0 – Observed Representation Standard

1. Purpose

The Reliable Representation Standard defines the minimum expectations for responsible public representation of a product, service, or defined offering.

This standard ensures that market-facing representations are clear, proportional, and not materially misleading, given how an offering is publicly presented.

This is a representation standard, not a performance standard.

2. Scope of Application

This standard applies to:

Individual products
Services
Training programs
Software offerings
Defined solutions or systems

It does not apply to:

Companies as a whole
Corporate culture, ethics, or governance
Financial performance
Regulatory compliance
Safety certification
Suitability for any specific buyer or use case

3. Basis of Review

Reliable applies this standard through a bounded review.

Bounded review means:

Review is limited to the minimum number of public-facing pages necessary to understand the offering
Review is not exhaustive
Review does not include full website audits, market surveillance, or competitive analysis
Review does not guarantee detection of all inaccuracies across all channels

The reviewer determines the scope necessary to form a reasonable understanding of the offering’s representation.

In practice, reviews commonly involve a small number of directly related public-facing pages focused on an offering’s primary representations.

4. Representation Expectations

To conform to this standard, an offering’s public representation must meet the following conditions within the defined review scope.

4.1 Clarity

The offering can be reasonably understood
What is being offered is identifiable
The nature of the product or service is not obscured

4.2 Proportionality

Claims are proportional to what is described
Marketing language does not materially exceed substance
Known limitations are not actively concealed through omission, placement, or contradictory emphasis

4.3 Consistency

Core representations within the reviewed public-facing pages do not materially contradict each other
Descriptions of the offering remain stable across the defined review scope

4.4 Integrity

Representations are not deceptive
Fabricated credentials, endorsements, or certifications are not present
Claims are framed responsibly

5. Claim Classification and Treatment

Reliable evaluates claims based on how they are represented, not whether outcomes occur.

5.1 Generic Benefit Language

Common, unquantified benefit language (e.g., “increase efficiency,” “simplify work,” “enhance effectiveness”) is treated as descriptive positioning and does not require substantiation.

5.2 Quantitative Claims

Claims that include numbers, ranges, or measurable outcomes (including “up to” claims) must be contextualized.
Context may include conditions, assumptions, or scope.

5.3 Absolute or Guaranteed Claims

Claims framed as universal, guaranteed, or unconditional are subject to heightened scrutiny and may require clarification or result in non-conformance.

6. Testimonials and Third-Party Statements

Testimonials are treated as third-party opinion, not verified claims.

Subjective or experiential testimonials are treated as third-party opinion and are not considered verified claims.
Quantified outcomes within testimonials are reviewed only if the vendor presents them as factual proof or headline claims
Reliable does not verify testimonial accuracy, only responsible presentation
Anonymous or non-attributable testimonials may raise integrity or consistency concerns if presented as factual proof

7. Contextual Information

Reliable may review additional contextual information only when necessary to understand or clarify how an offering is represented.

Such information may be requested by the reviewer and is used solely to contextualize public-facing representations within the defined review scope.

Contextual information is not audited, validated, or treated as proof of performance or outcomes.

8. Determination of Conformance

An offering may be determined to:

Conform to the Reliable Representation Standard, or
Not Conform due to material misrepresentation, lack of definable substance, or integrity concerns

Clarification may be requested where necessary to resolve ambiguity.

9. What Conformance Does and Does Not Mean

Conformance to this standard means:

The offering’s representation meets the minimum criteria of this standard for representation integrity within scope

Conformance does not mean:

Performance is guaranteed
Outcomes are certified
The offering is superior or recommended
All representations everywhere have been reviewed

Verification is not a substitute for independent evaluation, consumer research, or professional advice.

9.1 Buyer Responsibilities

Verification confirms representation integrity within the defined review scope. Buyers remain responsible for:

Evaluating suitability for their specific needs
• Conducting appropriate technical due diligence
• Assessing vendor capabilities, delivery, and support
• Validating claims relevant to their intended use case

10. Use of Reliable Verification Marks

Use of Reliable Verification marks is optional.

When used:

The mark must link to the official verification listing
The mark may not be used to imply endorsement, certification, or guaranteed outcomes

Reliable reserves the right to revoke verification if representations materially violate this standard.

Misuse of the verification mark includes, but is not limited to:

Using the mark to imply endorsement beyond representation integrity
Displaying the mark without an active verification status
Failing to link the mark to the official verification listing
Representing verification as applying to offerings beyond those specifically verified

11. Independence

Verification decisions are made independently.

Fees cover evaluation and administration and do not influence outcomes.

Reliable does not act as an advisor, certifier, or guarantor and assumes no duty of care to buyers or third parties.

12. Versioning and Evolution

This standard may be revised periodically.

Each verification reflects the version of the standard in effect at the time of review.

At renewal, offerings are reviewed under the version of the standard in effect at the time of renewal review.

Verification reflects the offering as represented at the time of review. Material changes to ownership, branding, scope, or representation may require re-review or re-validation under the current standard.