Online reviews remain one of the most powerful drivers of consumer behaviour but recent developments in regulation, enforcement, and platform dynamics suggest the review ecosystem is entering a new and more scrutinised phase, one that could reshape how businesses and consumers interact with ratings and feedback.
At the centre of this shift is a renewed focus by regulators, particularly the Federal Trade Commission (FTC), on ensuring that reviews genuinely reflect real customer experiences and do not mislead shoppers. At the same time, major review platforms and marketplaces are reporting significant changes in how reviews are being submitted and managed.
FTC Action Against AI-Driven Review Misrepresentation
In a major enforcement action formally approved at the end of 2025, the FTC finalised a consent order against Sitejabber, an AI-enabled consumer review platform, for misrepresenting review content as authentic when it was collected before customers had actually received or used the products being reviewed. The FTC’s press release states that Sitejabber artificially inflated average ratings and review counts by gathering ratings at the point of purchase rather than after fulfilment, a practice the agency concluded misled consumers. Under the final order, the company is now barred from making or facilitating such misrepresentations in the future.
This development marks one of the first high-profile cases that directly targets AI-assisted review collection, highlighting not just the presence of fake reviews online, but systemic issues in how some platforms generate and display them.
Business publications summarising the action also emphasised that the settlement reflects broader regulatory priorities aimed at “stopping all forms of deception in the review ecosystem.”
FTC Expands Enforcement with Warning Letters
Regulators are not just relying on headline-grabbing enforcement actions. In late 2025, the FTC also issued warning letters to at least ten companies, advising them that their review practices may violate the agency’s Consumer Review Rule, a regulatory framework designed to prevent misleading incentives, undisclosed connections, and other deceptive feedback practices.
The FTC’s press release makes it clear that while warning letters do not necessarily indicate a violation has been proven, they serve as a reminder that businesses must comply with new review standards or face enforcement actions that can include civil penalties of up to US$53,000 per violation.
This broader outreach effort shows that the FTC is attempting to get ahead of problems by educating companies about their responsibilities before formal legal action is necessary.
Heightened Regulatory Climate Includes Broad Fake Review Crackdown
These specific actions are part of a larger regulatory landscape that has been shifting for over a year. In August 2024, the FTC announced a final rule to combat fake reviews and testimonials, a sweeping regulation prohibiting the sale, creation, or buying of deceptive reviews and requiring clear disclosure of material connections when reviews are provided by insiders or associates.
Though this rule was finalised well before the latest enforcement actions, its provisions are only beginning to be enforced broadly, meaning companies and platforms are still adapting to what genuine and compliant review practices look like in 2026. This implementation phase is critical: it could influence marketplace rules across the entire online retail and services ecosystem.
Review Platforms See Real-Time Engagement Shifts
It’s not just regulators that are adapting; review platforms report notable changes in consumer engagement with reviews themselves.
According to data from Trustpilot, the period leading up to Black Friday in late 2025 saw a 76 percent year-over-year surge in review activity, with more than 4 million visitors engaging with reviews during a single promotional week.
This heightened activity suggests that consumers continue to rely heavily on reviews to inform their decisions, especially during peak shopping seasons. Platforms have leveraged this interest to encourage broader participation in tools such as “National Write a Review Week,” which appears to have helped fuel the engagement spike.
Consumer Skepticism and Trust Challenges
Despite regulatory pressure and elevated engagement, scepticism around online reviews remains strong among consumers. Opinion pieces and commentary from digital news outlets reflect growing frustration with perceived inauthentic or fabricated feedback.
In an op-ed published in November 2025, Australian entrepreneur Justin Herald argued that fake reviews are eroding consumer trust, with many believing that “most online reviews are fake.” While such statements are not based on formal data, they reflect a broader sentiment that undermines the credibility of review platforms and highlights the importance of transparent, authentic feedback.
This tension between engagement and trust underscores the delicate balance that platforms must strike: encouraging robust review activity while maintaining confidence in review credibility.
The Road Ahead for Review Integrity
Combined, the latest enforcement actions, regulator guidance, and user trends point to a review ecosystem at a pivotal moment. Platforms that fail to adapt to stricter standards could face regulatory scrutiny or loss of user trust, while companies that embrace transparent, consumer-focused review practices may find themselves ahead of the curve.
Experts suggest the following key trends in what is likely to evolve over the next year:
Greater Transparency Tools: Platforms are expected to invest in technologies and processes that clearly verify reviewer authenticity and timing of experience. Enhanced timestamps, purchase verification badges, and anti-gaming indicators could become more common.
AI Moderation and Detection: Ironically, while AI has been implicated in generating misleading content, it is also increasingly used to detect and weed out fake or incentivised reviews. This dual role of AI may shape future platforms’ credibility efforts.
Global Regulatory Alignment: While the FTC’s actions focus on the U.S., other regulators, including those in the EU and Australia, are paying attention to review practices and may follow suit with their own rules and guidelines.
Ultimately, the goal shared by regulators, platforms, and legitimate businesses is to protect the core value proposition of online reviews: enabling consumers to make informed decisions based on the real experiences of others.
As 2026 progresses, the conversation around review integrity will likely intensify, providing new challenges for businesses but stronger safeguards for consumers.
