Fake reviews have skewed local business ratings for years. Nextdoor is introducing a new hub that combines AI and neighbor verification to offer more trustworthy business recommendations.
Fake reviews have been a persistent problem for local businesses, with platforms like Yelp constantly working to weed out bots and manipulation. Nextdoor is taking a different approach with its "Local Faves" hub, aiming to provide business recommendations that rely on both AI and real neighbor input.
Unlike platforms that allow anonymous ratings or paid placements, Nextdoor now requires users to verify their identity and location before posting a review. If a user's physical location doesn't match their stated address, their account is blocked from submitting a "Fave." Only verified users can recommend businesses, which is meant to cut down on anonymous reviews and inflated ratings that have eroded trust elsewhere. According to an official company press release, the Local Faves hub ranks businesses by neighbor recommendations, not paid boosts, and only accepts reviews from verified neighbors.
Nextdoor reports that nearly 75 million Faves have been given to about 6.6 million businesses worldwide, showing the platform's reach in local recommendations.
At the center of "Local Faves" is a generative AI system that reviews 15 years of neighbor-contributed data, pulling out key insights and highlighting relevant local businesses. The hub, now available in the U.S., Canada, and the U.K., sorts businesses by category and ranks them based on user recommendations, not paid placements or algorithmic guesses. When a business is mentioned in a post, Nextdoor automatically tags it and links to its Business Page, which collects contact details, user recommendations, posts from the business, and results from the annual “Fave Awards.” As MediaPost reports, the AI-powered system uses insights from years of neighbor interactions to improve business discovery.
Nextdoor’s CEO and co-founder Nirav Tolia has said that online reviews are often bought, manipulated, or faked, and that the company’s model is meant to bring back the authenticity of real-world word of mouth-neighbors recommending businesses they actually use. This is a direct response to the credibility issues facing older review platforms, which have struggled to fully solve the problem of fake content. In the same press release, Tolia said Nextdoor's approach is designed to reflect genuine neighbor-to-neighbor recommendations, not the manipulated or purchased reviews found elsewhere.
For local businesses, this means a chance to stand out based on real, verified neighbor feedback instead of competing with questionable reviews. Business Pages on Nextdoor bring together all relevant information, including posts from the business and recognition from the “Fave Awards,” giving owners a new way to connect with their local audience. Nextdoor is also preparing to launch a business dashboard and a dedicated feed for local businesses, signaling a deeper move into the small business space.
Recommendations for local businesses make up nearly 30% of all content on Nextdoor, showing the platform's focus on community-driven discovery. The annual Fave Awards are a separate voting process, with results displayed on business pages. Regulatory context matters too: the FTC has recently tightened rules against fake and paid reviews, making Nextdoor's verification-focused model especially timely.
MediaPost
For publishers, creators, and anyone concerned with the credibility of online recommendations, Nextdoor is betting that trust can be rebuilt through a mix of human verification and AI curation. The platform’s refusal to allow anonymous or paid reviews, and its requirement for real identity checks, sets a new standard for authenticity in local business discovery. Whether this model can avoid the same problems as earlier platforms is still an open question, but for now, Nextdoor is forcing the industry to address the real cost of fake engagement. If this approach works, it could change how local businesses earn trust-and how platforms are held responsible for the quality of their recommendations.
Founded in 2008, Nextdoor has grown into a major neighborhood-based social network, with tens of millions of users across the U.S., Canada, and the U.K. The company went public through a SPAC merger in 2021 and has since expanded its business tools, including the annual “Fave Awards” and new features for local business engagement. As of 2026, Nextdoor says it reaches over 300,000 neighborhoods worldwide, positioning itself as a major player in the push for authentic local commerce online.
