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June 28.2025
2 Minutes Read

Exploring Yelp's Black-Owned Tag: Impacts on Business Ratings in Detroit

Cozy restaurant setting with vibrant artwork and natural light.

A New Tag, A New Challenge: Analyzing Yelp's Black-Owned Label

In 2020, Yelp introduced a “Black-owned” tag to help highlight and support Black-owned businesses, particularly restaurants, in cities like Detroit. However, recent research conducted by scholars from the University of Michigan and the University of Pennsylvania indicates that this well-intentioned feature may not have had the intended positive effect. In fact, it appears to have contributed to a drop in overall business ratings for Black-owned establishments.

Understanding the Data: What the Numbers Show

The study reviewed over 250,000 Yelp reviews from Detroit and Los Angeles, revealing a troubling trend: Black-owned restaurants that were tagged received lower average ratings than other restaurants. Specifically, reviewers who acknowledged a restaurant’s Black ownership rated them 3.03 stars on average, while those who did not mentioned it rated them significantly higher at 3.78 stars. This substantial discrepancy indicates that the tag may unintentionally influence user perception.

Why Ratings Matter: The Real Implications for Restaurant Owners

For restaurant owners, even a slight drop in ratings can have serious repercussions. Lower star ratings can reduce foot traffic, diminish sales, and affect overall revenue. In Detroit, Black-owned restaurants were already struggling with the prolonged impacts of the COVID-19 pandemic, and additional barriers created by the Yelp tagging system may deepen these challenges.

Cross-Cultural Interactions: The Good, The Bad, and The Unexpected

This situation underscores a broader issue of cross-cultural interactions in business. Many non-Black reviewers reported experiences that reflected cultural misunderstandings. Terms like “slow” service were often used to justify negative ratings, hinting at a lack of appreciation or understanding of cultural norms and the challenges that Black-owned businesses face. Yelp’s user demographics tend to be predominantly White, educated, and affluent, raising questions about how biases may color the user experience.

The Balancing Act: Yelp's Role in Racial Equity

Yelp’s efforts aimed at promoting racial equity through better visibility for Black businesses have inadvertently revealed the complexities of community interactions. While its intentions were good, the execution failed to consider the broader societal dynamics that influence how businesses are rated. Without careful consideration, moves aimed at inclusivity can lead to unintended negative consequences.

A Call for Thoughtful Solutions: Moving Forward

Understanding how technology can either support or hinder businesses calls for creativity in crafting solutions. One potential approach could be implementing user education initiatives on the platform, helping reviewers better understand cultural contexts before rating a restaurant. This might help mitigate negative bias and encourage more equitable practices.

Conclusion: The Path Ahead

The case of Yelp’s Black-owned tag serves as a critical reminder of the need for thoughtful design in digital interventions. While Lyft's initial goal was to uplift Black businesses, the outcome illustrates the subtle complexities that technology can bring to real-world implications. Acknowledging these factors and striving for genuine inclusivity can pave the way for an improved landscape for all businesses.

Atlanta Eats

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02.13.2026

Dive into Flavors at Message in a Bottle: A Coastal Dining Adventure

Update Experiencing Community and Flavor at Message in a BottleAt the heart of Dunwoody, Georgia, Message in a Bottle invites locals and visitors alike to enjoy a buoyant dining experience that evokes the essence of coastal charm. This seafood restaurant, recently unveiled in the vibrant Village Dunwoody, is designed as a tribute to the laid-back beach vibe reminiscent of popular East Coast eateries. With guests leaving heartfelt notes in bottles as part of the unique ambiance, it aims to foster a connection not just with food, but also with the community itself.Delicious Delicacies to SavorDiners can expect an array of fresh seafood dishes that blend traditional flavors with some flair. Highlights on the menu include Kung Pao Calamari, featuring crispy calamari coated in a sweet-heat sauce that lays a delicious foundation for a meal. Another standout is the Love Boat seafood tower—an extravagant delight meant for sharing, showcasing a medley of indulgent seafood offerings. For those searching for something hearty yet comforting, the Redfish and Grits proves a perfect choice, while the Cioppino Pasta invites patrons to experience rich Italian flavors entwined with the bounty of the sea.A Cocktail Experience to RememberNo meal is complete without a refreshing drink, and at Message in a Bottle, the drink menu lives up to the vibe. The signature Funwoody Water cocktail promises to transport diners to summer shores in every sip, while the carefully curated selection of wines complements the vivid seafood offerings, ensuring every meal is matched with the perfect beverage.Family-Friendly Dining with Coastal InspirationBoasting a family-friendly atmosphere, Message in a Bottle encourages patrons of all ages to gather, share stories, and enjoy quality time together—all against the backdrop of nautical decor and a welcoming porch. The lantern-lit space, adorned with beach-themed accents, creates a relaxing escape from routine, making it an excellent spot for birthdays, anniversaries, or just a casual meal with loved ones.Bridging Florida Shores with Atlanta FlavorsInterestingly, Message in a Bottle’s concept is inspired by iconic Florida escapes along Scenic Highway 30A, known for its crystal-white beaches and vibrant coastal towns. By blending this beachside persona with the culinary creations of local chefs, the restaurant not only caters to seafood lovers but also brings a refreshing idea of dining out in Dunwoody, introducing dishes like jumbo shrimp cocktail and traditional blue crab louis to the Atlanta scene. This cross-regional approach highlights both a growing trend in Atlanta’s food culture and a delightful culinary exploration.What Lies Ahead for Dunwoody Dining?As the restaurant embraces its new journey, locals eagerly anticipate the opening of weekend brunch, promising a further expansion of offerings to satisfy morning cravings. With plans to include a mix of Southern brunch classics alongside seaside staples, Message in a Bottle is poised to become a staple of the Dunwoody dining pool.Whether you are a South Atlanta local or just visiting, make sure to drop by Message in a Bottle to immerse yourself in a unique dining adventure. Dive into an exciting food scene that embodies the spirit of community and flavor in every bite.If you enjoyed this story, why not stay connected? Join Atlanta Local Unplugged on Facebook and YouTube for exclusive local information. @atlantalocalunplugged

02.03.2026

Discover the Must-Try Best Meals Atlanta Eats Staff Loved in 2025

Update Exploring Atlanta’s Culinary Landscape: Meal Highlights of 2025 This year, the culinary team at Atlanta Eats indulged in an array of delicious dining experiences that truly captured the essence of Atlanta's vibrant food scene. From Korean BBQ to innovative new European dishes, there was no shortage of memorable meals. As we wrap up 2025, let's explore some of the standout dishes that tantalized taste buds and made their mark this year. The Undisputed Champion of Korean BBQ: 9292 When it comes to Atlanta Korean BBQ, few establishments compare to 9292. Known for its superb service and immersive dining experience, the restaurant offers not only grilled delicacies but also a sensational beef tartare. Kyle, our team president, couldn’t help but commend the dish for its rich mixture of egg yolk, pear, and pine nuts, a true testament to the flavors presented at this top-notch venue. A Taste of Persia at Bibi Eatery For those seeking a mix of tradition and creative cuisine, Bibi Eatery’s koobideh was an absolute must-try. Jorge, our Director of Content & Community Engagement, praised the kebab made from brisket and lamb, served with a delectable yogurt dip and the best long-grain rice around. This dish encapsulates the culinary journey that keeps patrons returning to the bustling Ponce neighborhood. The Luxury Experience of Wagyu Omakase at Edo Izakaya Foodie connoisseurs will appreciate the elegance of Edo Izakaya’s Wagyu Omakase. As editor OJ shared, this is not just a meal; it’s a full sensory experience characterized by great service and a vibrant atmosphere. Spending a little extra for this flawless presentation of wagyu beef is rewarded with unforgettable flavors unique to Atlanta. Himalayan Kitchen: A Hidden Gem Trisha, our social media manager, highlighted Himalayan Kitchen’s butter curry momo as a delightful dish that perfectly marries her two favorites—momo and buttery curry. This charming restaurant in Smyrna proves that hidden gems are often worth the journey. Madeira Park: A Culinary Escape At Madeira Park, dining becomes a delightful fusion of flavors. Megan, our account manager, mentions the gnocchi, squash fonduta, and roasted mushrooms paired with truffle vinaigrette. The ambiance feels inviting, like a slice of Europe that captivates diners seeking exquisite small plates and an extensive wine selection. The Spice of Life at El Tesoro El Tesoro stands out not only for its vibrant patio but also for its flavorful Carnitas Guerrero. Alastair, our video editor, raved about the spicy and savory favorites, making it a casual hotspot for those wanting to enjoy great food in a lively atmosphere. Mind-Blowing Flavors of The Optimist Kate, also a video editor, had a memorable meal at The Optimist, where the crispy sourdough paired beautifully with grilled oysters and the most sumptuous lobster roll she’s ever had. The freshness of the lobster added to an experience she plans on repeating very soon! Wrapping Up 2025: The Atlanta Eats Experience As we reflect on 2025, it’s clear that Atlanta’s dining scene continues to flourish, offering a diverse platter of culinary innovations and beloved classics. These highlighted meals are not just about filling your stomach; they represent the artistry and passion that Atlanta chefs put into their craft. If you’re a foodie or just looking for a satisfying meal, the city's array of chef-driven restaurants and hidden gems is sure to impress. If you enjoyed this story, why not stay connected? Join Atlanta Local Unplugged on Facebook and YouTube for exclusive local information.

01.24.2026

Explore Atlanta's Finest Restaurants Worth Every Penny

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