Social proof · Australia
Testimonials or endorsements
Testimonials or endorsements is a working label for this design mechanism: A named or attributed person's approval is used persuasively without sufficient authenticity, representativeness or relationship disclosure. This is editorial implementation guidance for Australian journeys, not a finding of unlawfulness. From 1 July 2027, a similar interface is relevant to ACL section 28B only if the complete consumer-connection, manipulation or unreasonable-distortion and actual-or-likely-detriment test is met. Current ACL rules require a separate assessment.
- Family
- Social proof
- Also known as
- Journey stages
Definition
What is this pattern?
A named or attributed person's approval is used persuasively without sufficient authenticity, representativeness or relationship disclosure. This is a design and research taxonomy for learning and evidence review, not a statutory offence label or an automatic finding that an interface is unlawful.
How it works
A named or attributed person's approval is used persuasively without sufficient authenticity, representativeness or relationship disclosure. A recommendation gains apparent independence or expertise by withholding the speaker’s payment, employment or other material relationship.
Warning signs
- The interface attributes an evaluative statement or approval to a person or identifiable group.
- The statement is connected to a purchase or other material choice.
- Authenticity, material connection or representativeness is unsupported or contradicted by verified evidence.
Potential harms
- Viewers may give the recommendation weight they would not give a clearly identified advertisement.
- Buyers may mistake an internal promotional statement for independent evaluation.
Learn by comparison
What does this look like?
These fictional examples make the design mechanism easier to recognise. They do not depict a real company and do not establish that an individual interface is unlawful.
Illustrative example 1 · Paid creator recommendation lacks disclosure
A fictional creator calls a skincare product a personal favourite and links to purchase without disclosing payment until the bottom of a collapsed caption.
Potential consumer harm: Viewers may give the recommendation weight they would not give a clearly identified advertisement.
Illustrative example 2 · Employee review presented as independent expertise
A fictional software company publishes a five-star quote from its product manager under an “Independent experts recommend” heading.
Potential consumer harm: Buyers may mistake an internal promotional statement for independent evaluation.
Paid creator recommendation lacks disclosure
A fictional creator calls a skincare product a personal favourite and links to purchase without disclosing payment until the bottom of a collapsed caption.
My everyday favourite. The creator’s payment is hidden below the promotional claim.. Shop my pick. Claim basis, collapsed
Paid advertisement. The material relationship appears before the recommendation and link.. View advertised product. Claim basis, expanded: The relevant population, period, inventory or offer state is presented with the message.. View the source and period for “View advertised product”
Why the first version can mislead: The interface asks the user to rely on other people’s behaviour or approval. The cue “Shop my pick” has persuasive meaning only if its population, period, metric and relationship match the represented claim. The panel instead says: “The creator’s payment is hidden below the promotional claim.” Viewers may give the recommendation weight they would not give a clearly identified advertisement.
What a fairer design does: Disclose the material relationship at first exposure and keep it visible near the endorsement and purchase route.
Show annotated differences (4)
- The creator’s payment is hidden below the promotional claim.Why this state matters: The interface asks the user to rely on other people’s behaviour or approval. The cue “Shop my pick” has persuasive meaning only if its population, period, metric and relationship match the represented claim. The panel instead says: “The creator’s payment is hidden below the promotional claim.” Viewers may give the recommendation weight they would not give a clearly identified advertisement.
- Claim basis, collapsedReview prompt: Which source record substantiates “Shop my pick”, including its population, period, metric and any commercial relationship?
- The material relationship appears before the recommendation and link.Fairer design: Disclose the material relationship at first exposure and keep it visible near the endorsement and purchase route.
- View the source and period for “View advertised product”Review prompt: Record the claim, timestamp, data source and post-claim state; which evidence supports “The interface attributes an evaluative statement or approval to a person or identifiable group”?
Review questions (3)
- Which source record substantiates “Shop my pick”, including its population, period, metric and any commercial relationship?
- Record the claim, timestamp, data source and post-claim state; which evidence supports “The interface attributes an evaluative statement or approval to a person or identifiable group”?
- Can the claim be reproduced from a defined population and period, or does the evidence instead fit “Unaffiliated verifiable statement accurately quoted in context”?
Employee review presented as independent expertise
A fictional software company publishes a five-star quote from its product manager under an “Independent experts recommend” heading.
Independent expert verdict. The reviewer is an employee and the relationship is not disclosed.. Five stars. Read methodology
Product-team perspective. The speaker’s role and connection are visible beside the quote.. Read methodology. Five stars. Price, period and commitment, expanded: The price and material terms associated with “Read methodology” remain beside this choice.
Why the first version can mislead: The interface asks the user to rely on other people’s behaviour or approval. The cue “Five stars” has persuasive meaning only if its population, period, metric and relationship match the represented claim. The panel instead says: “The reviewer is an employee and the relationship is not disclosed.” Buyers may mistake an internal promotional statement for independent evaluation.
What a fairer design does: Identify the speaker and relationship accurately and substantiate any expertise or independence claim.
Show annotated differences (4)
- The reviewer is an employee and the relationship is not disclosed.Why this state matters: The interface asks the user to rely on other people’s behaviour or approval. The cue “Five stars” has persuasive meaning only if its population, period, metric and relationship match the represented claim. The panel instead says: “The reviewer is an employee and the relationship is not disclosed.” Buyers may mistake an internal promotional statement for independent evaluation.
- Read methodologyReview prompt: Which source record substantiates “Five stars”, including its population, period, metric and any commercial relationship?
- The speaker’s role and connection are visible beside the quote.Fairer design: Identify the speaker and relationship accurately and substantiate any expertise or independence claim.
- Price, period and commitment, expanded: The price and material terms associated with “Read methodology” remain beside this choice.Review prompt: Place the compared prices, billing periods and material terms on one evidence sheet; where does it support “The statement is connected to a purchase or other material choice”?
Review questions (3)
- Which source record substantiates “Five stars”, including its population, period, metric and any commercial relationship?
- Place the compared prices, billing periods and material terms on one evidence sheet; where does it support “The statement is connected to a purchase or other material choice”?
- Can the claim be reproduced from a defined population and period, or does the evidence instead fit “aggregate rating without testimonial attribution”?
What is a fairer alternative?
Use authentic, supportable testimonials and clearly disclose material commercial connections and limitations.
Legal and information status
How Australian law may apply
A named or attributed person's approval is used persuasively without sufficient authenticity, representativeness or relationship disclosure. A recommendation gains apparent independence or expertise by withholding the speaker’s payment, employment or other material relationship. These harms describe a review risk, not an automatic legal conclusion. Australian section 28B commences on 1 July 2027 and requires its complete, context-specific test. Existing ACL provisions remain a separate current-law assessment.
ACL section 28B, inserted by the 2026 Act
Possible risk indicator
In pricing journeys, the testimonials or endorsements mechanism may warrant review where it manipulates a consumer or unreasonably distorts the decision environment and causes, or is likely to cause, detriment. The social proof label and an interface similarity do not establish a contravention; the complete section 28B test, scope, facts and evidence must be applied from 1 July 2027.
Dark-pattern research taxonomy
Editorial analysis
The cited research sources support this working pattern within the social proof family. It is editorial implementation guidance, not an Australian statutory category, regulator finding or legal safe harbour.
Evidence layers and open questions
Applicable law, enforcement records, policy preparation, stakeholder input, editorial analysis and unknown future details remain visibly distinct.
Final Act mappingEditorial implementation guidance
This editorial practice label is not itself an express statutory prohibition. Apply the complete provision and its scope to the facts.
Possible general-test applicationCommences 1 July 2027
ACL section 28B, inserted by the 2026 Act: In pricing journeys, the testimonials or endorsements mechanism may warrant review where it manipulates a consumer or unreasonably distorts the decision environment and causes, or is likely to cause, detriment. The social proof label and an interface similarity do not establish a contravention; the complete section 28B test, scope, facts and evidence must be applied from 1 July 2027.
Existing ACLCurrent enforcement
Existing ACL provisions continue to apply on their own elements before and after commencement. The 2027 provisions must not be applied early.
Verified enforcement contextCurrent enforcement
No named pattern-specific enforcement example is asserted on this page. Existing ACL analysis remains fact-specific and separate from the 2027 provisions.
RegulationsRegulation pending
Later regulations may affect specified exclusions, matters or exceptions. That uncertainty does not postpone a core enacted rule unless the provision itself depends on prescription.
Regulator implementation materialGuidance pending
Government funding and parliamentary material anticipate regulator education and guidance. No dedicated final ACCC implementation guide is treated here as published.
Journey and evidence recommendationsEditorial implementation guidance
Use authentic, supportable testimonials and clearly disclose material commercial connections and limitations. This is editorial portal guidance, not a statutory duty, regulator safe harbour or compliance certificate.
Context matters
Context and boundary cases
- The interface attributes an evaluative statement or approval to a person or identifiable group.
- The statement is connected to a purchase or other material choice.
- Authenticity, material connection or representativeness is unsupported or contradicted by verified evidence.
- Boundary to test: Unaffiliated verifiable statement accurately quoted in context
- Boundary to test: aggregate rating without testimonial attribution
- Boundary to test: clearly labelled fictional illustration
When a similar design can serve a legitimate purpose
- Unaffiliated verifiable statement accurately quoted in context
- aggregate rating without testimonial attribution
- clearly labelled fictional illustration
Operational review
What teams should review
- Teams
- Which source record substantiates “Shop my pick”, including its population, period, metric and any commercial relationship?
- Record the claim, timestamp, data source and post-claim state; which evidence supports “The interface attributes an evaluative statement or approval to a person or identifiable group”?
- Can the claim be reproduced from a defined population and period, or does the evidence instead fit “Unaffiliated verifiable statement accurately quoted in context”?
- Which source record substantiates “Five stars”, including its population, period, metric and any commercial relationship?
- Place the compared prices, billing periods and material terms on one evidence sheet; where does it support “The statement is connected to a purchase or other material choice”?
- Can the claim be reproduced from a defined population and period, or does the evidence instead fit “aggregate rating without testimonial attribution”?
Evidence to retain
- Annotated pricing screenshots at each responsive breakpoint
- The complete state sequence before, during and after the consumer decision
- Design-system component, content, default and configuration records for the reviewed release
- Operational records substantiating price, availability, timing and eligibility claims
- Usability, accessibility, reversal, complaint and support evidence relevant to consumer impact
- A dated product and legal review record identifying evidence, uncertainties and release decisions
Legal map and implementation tools
Evidence base
Sources
- Dark commercial patternsOrganisation for Economic Co-operation and Development · Secondary · checked 2026-09-14 · OECD Digital Economy Papers No. 336
- Competition and Consumer Amendment (Unfair Trading Practices) Act 2026Federal Register of Legislation · Primary · checked 2026-09-14 · C2026A00064
- Competition and Consumer Act 2010, including Schedule 2: Australian Consumer LawFederal Register of Legislation · Primary · checked 2026-09-14 · C2004A00109
- Unfair trading tricks and traps to be bannedTreasury Ministers · Primary · checked 2026-09-14
- Inquiry into the Competition and Consumer Amendment (Unfair Trading Practices) Bill 2026Senate Economics Legislation Committee · Primary · checked 2026-08-09