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$300 Billion in Estimated Annual Consumer Harm Linked to Fake Reviews, Transparency Company Research Report Reveals

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Groundbreaking study shows how fraudulent reviews mislead consumers and damage legitimate businesses

SAN FRANCISCO, Dec. 9, 2024 /PRNewswire/ — The Transparency Company, a pioneer in review verification technology, has released a groundbreaking report, “The High Cost of Review Fraud: An Economic Analysis of Consumer Harm.” This comprehensive analysis estimates the significant economic damage caused by fake reviews, revealing how fraudulent practices harm consumers and businesses alike across critical sectors, including home services, legal, and medical industries.

With over $300 billion in estimated annual consumer harm, the report highlights how millions of consumers are deceived into choosing untrustworthy service providers based on false online reviews. These fake reviews erode trust in digital platforms and create unfair competition for legitimate businesses that operate ethically.

“We believe this study shines a critical light on how pervasive review fraud is, and we’re proud to be part of the effort to address this challenge,” said Dr. Roberto Cavazos, Clinical Associate Professor at the University of North Texas and a key contributor to the study. “The financial impact of these fraudulent practices is staggering, and we hope this report encourages both consumers and businesses to be more vigilant.”

Greg Sterling, a renowned expert in local digital marketing and co-founder of Near Media, added: “This study shows how deeply fake reviews distort the marketplace. Honest businesses are at a disadvantage, and consumers are increasingly misled. It’s critical that platforms and stakeholders work together to mitigate this issue.”

Key Findings:

$300 billion in estimated consumer harm annually across home services, legal, and medical sectors due to fraudulent reviews.Nearly 14% of online reviews in these sectors are highly suspicious or likely fake.The average U.S. household suffers an estimated $2,385 in economic harm each year from misleading reviews.AI Generated Reviews beginning in June 2023 are growing 80% month over month to date.This research sheds light on the pervasive issue of review fraud across popular review platforms where 98% of consumers rely on ratings to make informed decisions.The Transparency Company’s proprietary algorithms analyzed over 73 million reviews to quantify the widespread economic damage caused by fake reviews.

When consumers are deceived by fake reviews, they are more likely to select lower-quality or even fraudulent service providers. For example, unethical home service providers with inflated reviews may charge exorbitant fees for substandard work, leaving consumers with repair costs. Similarly, in the medical sector, patients may be misled into choosing practitioners with falsified reputations, leading to harmful or unnecessary treatments.

The report estimates that the average U.S. household faces an annual economic loss of $2,385 due to misleading reviews. Honest businesses are equally harmed, as companies engaging in review fraud use deceptive tactics to siphon customers away from legitimate operators. The result is a distortion of fair competition, where businesses that play by the rules are often penalized for their integrity.

To combat this growing issue, The Transparency Company has deployed advanced technology to identify and eliminate fake reviews from online platforms. Using 170 different detection signals, the company’s proprietary algorithms can effectively flag fraudulent and AI-generated content, restoring consumer trust in reviews.

“It’s critical that we deploy technology that empowers both consumers and businesses by ensuring that reviews accurately reflect real experiences,” said Dr. Roberto Cavazos. “We believe that transparency in online reviews is essential to maintaining trust in the digital marketplace.”

“From a data standpoint, we’ve seen how impactful fraudulent reviews are,” said Curtis Boyd, Chief Data Officer and Founder of The Transparency Company. “Our goal is to keep refining our technology to detect bad actors faster and more efficiently, so consumers aren’t misled, and businesses can compete fairly.”

The Transparency Company is calling on policymakers, consumers, and digital platforms to take immediate action against the rise of review fraud. The company advocates for stronger regulations, consumer education, and increased technological solutions to prevent fraudulent reviews from distorting online marketplaces.

About The Transparency Company

The Transparency Company is at the forefront of review fraud detection, offering innovative solutions to ensure the authenticity of online reviews. Through advanced artificial intelligence and machine learning tools, the company helps consumers and ethical businesses navigate the complex landscape of digital reviews. The company’s technology safeguards trust in online feedback by identifying and removing fake reviews, ensuring that genuine experiences shine through.

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Greater San Diego Science and Engineering Fair Students Win Big at the 75th California Science and Engineering Fair

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SAN DIEGO, April 26, 2026 /PRNewswire/ — The 75th California Science and Engineering Fair (CSEF) took place April 11–12 at California Lutheran University in Thousand Oaks, bringing together 900 of the best of 1st place winners from regional competitions covering 58 counties across the state, including the Greater San Diego Science and Engineering Fair (GSDSEF). GSDSEF students earned 40 awards at the event, including two of only six highly coveted spots to the prestigious Regeneron International Science and Engineering Fair (ISEF). Seven students earned 1st Place awards in the categories of Biochemistry and Molecular Biology, Chemistry, Cognitive Science, Microbiology, Physics and Astronomy, and Zoology. In addition, one student won the Saban Family Foundation Scholar Prize, while another won the South Coast AQMD Air Quality Award and A&WMA Environmental Leadership Award. CSEF is the oldest science fair west of the Mississippi River and the highest level competition in the state.

Top winners were:

Arya Bhatt, Grade 7, Oak Valley Middle School, South Coast AQMD Air Quality Award, A&WMA Environmental Leadership Award, “Context Aware Real Time Air Quality Prediction Using Machine Learning”.

Joie Green, Grade 8, Muirlands Middle School, 1st Place, “Soon I will be Invisible: How to Direct Energy with Topological Metamaterials”.

Maggie Hao, Grade 10, The Bishop’s School, 1st Place, “Harnessing Tardigrade Genes to Enhance Bacterial Biosensors for Heavy Metal Pollutant Detection”.

Uma Kattamuri, Grade 7, Oak Valley Middle School, 1st Place, “Elevated CO2 During Kalanchoe pinnata Growth Reveals Enhanced Antiproliferative and Synergistic Therapies”.

Sonika Dhenuva Konda, Grade 11, Del Norte High School, Saban Family Foundation Scholar Prize, “Adaptive Swarm Coordination for Wildfire Control via Q-Learning Tuned PSO with Quantum-Inspired Coupling”.

Emma Liu, Grade 11, The Bishop’s School, ISEF Finalist, 1st Place, “Defining 3D Phenotypic Cell States of Polymorphonuclear Neutrophils via Novel Computational Pipeline”.

Sharvi Mahajan, Grade 8, Bernardo Heights Middle School, 1st Place, “Evaluating Predictive EEG Theta/Beta Features in Adult ADHD via Machine Learning”.

Sydney O’Donnell, Grade 8, The Rhoades School, 1st Place, TFJIC, “Effects of Marigold Versus Chlorella Supplementation on Yolk Lutein Content”.

Ihan Sung, Grade 11, Eastlake High School, ISEF Finalist, 1st Place, “Renewable Ammonia Electrochemical Synthesis by Glow Discharge with an Iron Based Catalyst”.

Full results and project showcase available online.

About the GSDSEF

Since 1955, the Greater San Diego Science and Engineering Fair (GSDSEF) has provided an inspiring experience in science and engineering for tens of thousands of San Diego and Imperial County students, motivating them to pursue careers in science, technology, engineering, and mathematics. This regional competition challenges students to go beyond classroom studies to do independent research – to ask compelling questions, to design and implement innovative solutions, and to present and defend results to judges who are professionals in their fields. The GSDSEF brings together 800 of the best middle and high school students, 400+ judges who are professionals in their fields and over 60 professional societies and organizations, with $40k in prizes awarded.

The GSDSEF fosters creativity and innovation through inquiry, celebrates students’ STEM achievements, and showcases how young minds can make an impact in the present and future. Many of these student scientists are conducting world-class research and conducting groundbreaking experiments in fields ranging from Astronomy to Zoology, such as the discovery of cures for diseases, formulations of new vaccines, cancer research, applying AI to enhance medical diagnoses, using biomimicry for water conservation, novel drone technology, advances in micro robotics and autonomous driving technology. The GSDSEF is the highest-level STEM competition in the region and one of the oldest, most respected and competitive in the world. The GSDSEF is a 501(c)(3) organization. Learn more at gsdsef.org and follow us on LinkedIn and Instagram.

Copyright © 2026 Greater San Diego Science and Engineering Fair. All rights reserved.

Media Contact:
Sany Zakharia
sany.zakharia@gsdsef.org

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Innowise Named to 2026 CRN Tech Elite 250 List By The Channel Company

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WARSAW, Poland, April 26, 2026 /PRNewswire-PRWeb/ — Innowise has officially secured a position on CRN’s 2026 Tech Elite 250. This annual ranking identifies IT solution providers across the US and Canada that have achieved top-tier status within the partner programs of the industry’s leading technology vendors. The inclusion follows a period of verified growth in technical proficiency and a focus on high-impact engineering.

“Innowise concentrates on creating scalable, resilient architectures that produce measurable benefits for our clients. The honor of being recognized by CRN highlights the commitment of our experts to maintain high standards in highly competitive markets,” said Dmitry Nazarevich, CTO at Innowise.

About the Tech Elite 250

The Tech Elite 250 is a directory of companies recognized as having the highest level of partnership and certifications within the global IT ecosystem. In order to reach the final list, the provider must hold the most advanced technical credentials from vendors like AWS, Cisco, Dell, HPE, IBM, Intel, Nutanix, and Nvidia.

This directory serves as a verified ledger for enterprise clients who need to orchestrate complex hardware and software stacks without letting legacy environments rot. Holding these certifications is mandatory to stop the cash bleed caused by inefficient infrastructure and unoptimized cloud usage.

About Innowise

Founded in 2007, Innowise is a global software engineering and IT consulting center. The company is focused on developing high-value technologies, including artificial intelligence, data engineering, and cloud computing. Innowise crafts technological solutions for companies across 40+ domains in order to assist them in updating, creating, and modernizing their digital ecosystems.

Innowise specializes in using established technologies and modular approaches to enable organizations to expand or shift their operations while retaining complete control over all their physical and intangible assets.

Media Contact

Lizaveta Piaskova, Innowise, 48 48 787 027 706, lizaveta.piaskova@innowise.com, innowise.com

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Neusoft Showcases Full-Stack & Global Innovations at Auto China 2026

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BEIJING, April 26, 2026 /PRNewswire/ — At Auto China 2026, Neusoft Corporation hosted a press conference on April 25th and announced three key strategic moves: the iteration of Neusoft OneCoreGo® Global In-Vehicle Intelligent Mobility Solution 7.0, the launch of Neusoft NAGIC.AI Cockpit Software Platform, and the strategic upgrade of its subsidiary, Neusoft Smart Go. By leveraging full-stack technology and a global ecosystem to drive innovation and empowerment, Neusoft is transforming vehicles into proactive, connected and collaborative mobile intelligent spaces.

OneCoreGo® Global In-Vehicle Intelligent Mobility Solution 7.0: An Evolved AI Companion for Global Intelligent Mobility

Intelligent mobility requires proactive perception, scenario integration, and global connectivity to meet personalized user needs and complex driving scenarios. Neusoft, whose products cover over 130 countries and regions worldwide, addresses these challenges with its OneCoreGo® Global In-Vehicle Intelligent Mobility Solution 7.0 through AI-driven innovation and global ecosystem collaboration. Powered by One Mate’s cross-agent collaboration and a sub-product matrix including One Map, One Sight, One Cloud, One Pay, One Store, One Link, and One Guard, the solution delivers full-link global mobility services spanning navigation, in-cabin AR, payment, app ecosystem services, connectivity and security. By breaking down functional silos, it streamlines multi-step operations into a single “depart” command, leveraging full-stack AI technology across perception, decision-making, interaction, and execution processes.

Guan Xin, Vice President of Neusoft and General Manager of Neusoft Automotive Innovative Solutions Division, said, “Adhering to the core principles of AI and globalization, OneCoreGo® 7.0 keeps innovating, evolving into a globally intelligent mobility companion that truly understands user needs.”

To enhance driving safety and mobility efficiency, OneCoreGo® 7.0 has also comprehensively upgraded its sub-products: One Map Global Navigation newly introduces 3D city effects, 3D lane-level maps, and traffic light guidance, offering dedicated solutions for two-wheelers and commercial vehicles as well. One Sight AR For Car improves navigation display effects, reducing instances of taking wrong routes. One Pay In-Vehicle Payment achieves over 90% payment coverage for parking services across core European cities. Combined with One Cloud’s global compliance cloud monitoring platform and One Guard’s full-stack vehicle networking security services, it creates a truly comprehensive OneCoreGo® Global In-Vehicle Intelligent Mobility Solution.

Neusoft NAGIC.AI Cockpit Software Platform: Dual-track Architecture for AI Integration in Every Vehicle

Amid the AI-driven transformation of the automotive industry, the market faces two challenges: limited computing power in legacy vehicles and high adaptation difficulties for next-gen models. Neusoft’s NAGIC.AI Cockpit Software Platform adopts a flexible “distributed + centralized” dual-track architecture approach. For existing vehicle models, it introduces the AI BOX solution, rapidly boosting computing power via external AI computing units, significantly reducing upgrade costs and timelines. For new vehicle models built on next-gen central computing platforms, Neusoft provides a full-stack AI cockpit software product suite, meeting automakers’ stringent requirements for system stability, reliability, and full-domain control.

Pang Hongyan, Vice President of Neusoft and General Manager of the Automotive Intelligent Software Division, said, “Our dual-track architecture enables every vehicle to embrace AI and enjoy an intelligent future. Both existing models and new-generation vehicles can find the most suitable path to intelligentization.”

Moreover, Neusoft’s NAGIC.AI Cockpit Software Platform features scenario-based, human-centric AI Agents seamlessly integrating driving safety, occupant care services, intelligent assisted driving and in-cabin entertainment. Neusoft also collaborates with global ecosystem partners to drive intelligent upgrades of in-cabin interaction products, fostering a more open and dynamic intelligent cockpit ecosystem.

Strategic Upgrade of Neusoft Smart Go: A World-leading Provider of Full-Domain Upper-Body Electronics Solutions for Intelligent Vehicles

Aligning with the trend of E/E architecture evolution from distributed control to “central computing + zonal control”, Neusoft Smart Go, a subsidiary of Neusoft in the field of intelligent vehicle connectivity, has completed a strategic upgrade, aiming to become a global leader in full-domain upper-body electronics solutions for intelligent vehicles.

This strategic upgrade positions Neusoft Smart Go to focus on full-domain scenarios in upper-body electronics, building a product matrix covering full-category in-vehicle electronics solutions, including central computing platforms, cockpit-driving-parking integration, intelligent cockpits, intelligent communications, intelligent audio systems, and zonal control units, and pioneering the integration of large model algorithms.

Jian Guodong, Senior Vice President of Neusoft and CEO of Neusoft Smart Go, said, “This strategic upgrade represents a significant leap from partial focus to comprehensive layout. Through our dual-track strategy of high-end cutting-edge solutions and mature standardized products, we can flexibly meet the mass production needs of vehicle models across different regions and price segments worldwide.” Neusoft Smart Go will provide mass-producible, adaptable hardware-software integrated solutions, empowering global automakers in achieving intelligent transformation.

Neusoft’s President, Mr.Gai Longjia stated, “In the future, Neusoft Smart Go will create stronger synergy with Neusoft Corporation by sharing internal technologies and capabilities while responding jointly to external demands. This specialized yet collaborative model will preserve business unit’s agility and expertise while enhancing Neusoft’s full-stack technological advantages.”

As a trusted partner in a smarter world, Neusoft is committed to collaborating with global automakers and ecosystem partners to build an open and inclusive intelligent automotive community together for the future of global mobility.

For more information about Neusoft, please visit www.neusoft.com.

 

View original content:https://www.prnewswire.com/apac/news-releases/neusoft-showcases-full-stack–global-innovations-at-auto-china-2026-302753701.html

SOURCE Neusoft Corporation

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