Compare NielsenIQ Consumer Insights vs. NielsenIQ Shelf Architect

Annually, we conduct surveys with over a million individuals worldwide, enabling businesses to swiftly grasp evolving consumer trends. Our user-friendly platform is tailored for busy teams, facilitating the extraction of essential information, customized analysis, and seamless sharing. Identify your ideal customer using more than 250,000 profiling metrics. Utilize question charts to gain insights into the thoughts, emotions, and actions of your audience. Aggregate data and visualizations to craft a compelling narrative for your team. Combine various data points for comprehensive analysis and deeper understanding. Access unparalleled insights into consumer behavior through survey results that capture the perspectives, interests, and actions of billions of individuals globally. We consistently pose the same survey questions across different regions, allowing for detailed insights into local markets while also providing a broader global perspective. Discover what consumers genuinely think about your brand and its competitors, gaining valuable insights into industry leaders and their market positions. This holistic approach ensures that businesses can navigate the complexities of consumer perception effectively.

MikMak, a SPINS company, is a global software company that provides a leading commerce intelligence and orchestration platform for multichannel brands, helping them grow in real-time. In January of 2026, MikMak was acquired by SPINS, bringing together two category leaders in commerce intelligence and best-in-class data and insights. The combined entity provides brands with an unrivaled, unified view of availability, point-of-sale performance, and consumer behavior, globally and in real-time.

D&B Hoovers is a sales intelligence and revenue workflow platform that helps organizations identify, prioritize, and act on buying signals. By combining trusted company and contact data with buyer intent, website engagement insights, trigger events, and AI-powered assistance, D&B Hoovers helps revenue teams uncover opportunities sooner and make more informed decisions throughout the sales cycle.   Built on the Dun & Bradstreet Data Cloud, D&B Hoovers provides comprehensive business intelligence, including company profiles, corporate family structures, decision-maker contacts, industry information, financial insights, company news, and market intelligence. Advanced search and segmentation capabilities allow users to identify high-potential accounts and build targeted prospect lists based on business characteristics, growth indicators, and buying signals.   D&B Hoovers integrates into existing sales and revenue workflows, helping teams reduce research time, prioritize outreach, monitor account activity, and engage buyers with greater relevance. Real-time business triggers and account intelligence help organizations understand changing customer needs, identify opportunities, and focus efforts on the accounts most likely to convert.   Whether supporting prospecting, account planning, pipeline generation, or revenue operations, D&B Hoovers provides the trusted intelligence and contextual insights needed to help teams work more efficiently and drive better business outcomes.

Qloo is an AI-powered cultural intelligence and consumer preference analytics platform designed to help organizations understand and predict what audiences are likely to enjoy. The software combines a proprietary cultural knowledge graph containing more than 600 million structured entities with over 30 trillion cross-domain relationships and behavioral signals. Its Taste AI technology uses machine learning to identify relationships between interests in music, movies, television, restaurants, fashion, brands, travel, and other lifestyle categories. Audience intelligence capabilities help businesses analyze consumer affinities, discover emerging trends, evaluate market opportunities, and identify potential brand partnerships. Its recommendation engine generates personalized suggestions across different categories based on a user's existing interests or contextual information. Geographic intelligence tools analyze cultural preferences at different locations, ranging from individual neighborhoods to entire countries, to support localized recommendations and market planning. Qloo provides cultural data enrichment that adds descriptive attributes, contextual information, and related interests to existing business records. Its AI grounding capabilities allow large language models and autonomous agents to incorporate structured real-world knowledge and taste-based recommendations into their responses and workflows. The platform provides API access, self-service insights, managed data feeds, and integrations with enterprise data systems while operating without a consumer identity graph or requiring personally identifiable information.

Project Insight helps organizations connect project data across teams and systems to make better decisions about their business. As a strategic project and portfolio management platform, it brings together resource and capacity planning, financial management, project requests, execution, governance, and portfolio performance. The result is a connected project data backbone that gives PMOs and executives visibility into organization-wide work and supports trustworthy reporting, forecasting, and AI analysis. Teams can continue using familiar tools such as Jira, Azure DevOps, Microsoft, Salesforce, ServiceNow, and HubSpot while Project Insight brings their project information into one central command center, reducing manual data entry and disconnected reporting. Manage projects, programs, and portfolios using flexible workflows, intelligent scheduling, Gantt charts, Kanban boards, time tracking, budget management, and customizable dashboards. Leaders can monitor workloads, project health, costs, and strategic priorities without chasing information across departments. AI-powered features help create project plans, turn meeting discussions into action items, recommend resources, forecast capacity, and evaluate what-if scenarios. From growing teams outgrowing spreadsheets to established PMOs with complex business processes, Project Insight adapts to the way organizations work through configurable processes, dedicated onboarding support, and free view-only access for clients and stakeholders.

AI Sales Rep - Your Next Salesperson Might Not Be A Person at All Identify and Influence Your Engaged Website Visitors into Sales-Ready Leads – Before You Commit a Single Working Hour. Lower Funnel, Higher Value Leads: Using our advanced WebID +Person identification technology, we uncover and identify the most engaged visitors to your site. These are the prospects we focus on, ensuring maximum impact for your sales efforts. - Detailed Prospect Data: We gather 40 points of data about each prospect, including first name, last name, email address, and more. - Engaged, But Anonymous: These prospects are conducting online research but haven’t met with your sales team yet. - Crucial Sales Funnel Position: These visitors are deep in your sales funnel, spending time on your key ‘buying pages’ but remaining unknown to you. They are the ones most likely to convert into appointments. - AI-Driven Engagement: Our AI Sales Rep identifies and gently engages with these visitors, influencing them to express interest. The process is fully automated, so your sales team only needs to engage with the interested leads—your low-hanging fruit. Leverage the power of AI to turn your website visitors into meeting-ready leads effortlessly.

Evertune is the Generative Engine Optimization (GEO) platform that helps brands improve visibility in AI search across ChatGPT, AI Overview, AI Mode, Gemini, Claude, Perplexity, Meta, DeepSeek and Copilot. We're building the first marketing platform for AI search as a channel. We show enterprise brands exactly where they stand when customers discover them through AI — then give them the precise playbook to show up stronger. This is Generative Engine Optimization, also known as AI SEO. Using applied AI and data science at scale, we give brands statistical confidence in our actionable insights. We decode what gets brands mentioned more and ranked higher, provide reliable brand monitoring and competitive intelligence, then deliver actionable content strategies that move the needle. Our AI SEO and AI search engine optimization tools are built for how LLMs actually work. Why Leading Enterprise Marketers Choose Evertune: Data Science at Scale: We prompt across every major LLM at volumes that capture response variations and ensure statistical significance for comprehensive brand monitoring and competitive intelligence. Actionable Strategy, Not Just Dashboards: Specific content, messaging and distribution tactics that increase your AI search visibility. Dedicated Customer Success: Hands-on training and strategic guidance to turn insights into improved performance in AI search. Built for AI search as a channel: Organic visibility today, paid advertising and commerce tomorrow. Proven Leadership: Founded by The Trade Desk veterans who pioneered data-driven digital advertising. Backed by data scientists from OpenAI, Meta and other AI leaders.

For over two decades, Shoplogix has helped leading manufacturers worldwide unlock hidden production potential by transforming real-time machine and performance data into actionable insights. The platform automatically captures signals like downtime, scrap, and throughput, delivering visual dashboards that enable teams to identify bottlenecks, reduce losses, and improve continuously—both during shifts and in post-shift analysis. With OneSignal connectivity, Shoplogix integrates with any machine brand or type to deliver real-time, granular insights on slow-running, starved, or idle machines. Its intuitive visual management system allows operators and managers alike to quickly detect and act on issues. Integrated analytics provide powerful, slice-and-dice capabilities similar to leading BI tools, without leaving the platform. Designed for agility, Shoplogix supports scaling from a single line to multi-plant operations across geographies. Continuous improvement tools like Action Plans and Digital Andon alerts keep teams engaged, aligned, and empowered to act—making Shoplogix a powerful ally in the pursuit of operational excellence.

Filerev is a powerful tool that helps you easily find and manage hidden files, duplicate files, large files, and oversized folders, ensuring a streamlined and clutter-free digital workspace. Key features include advanced scanning technology that identifies the unorganized files taking up the most space and cluttering your Google Drive. Filerev enhances productivity by saving time and reducing the frustration of manual file organization. The custom filters and bulk delete tool give you complete control over finding and removing unwanted files in your account. The storage analyzer lets you browse your folders by size to see where the space is being used in your Google Drive. Whether you're an individual, a small business, or a large enterprise, Filerev offers robust solutions tailored to your needs. Visit filerev.com to discover how Filerev can transform your Google Drive experience and boost efficiency.

Auvik Network Management is a network management and monitoring software designed to empower IT professionals with deep visibility, automation, and control over their network infrastructure. This innovative platform is trusted by businesses of all sizes to streamline network operations, enhance security, and optimize performance. One of Auvik's standout features is its real-time network mapping and discovery capabilities. It automatically generates interactive, visual maps of your network topology, allowing you to easily identify devices, connections, and potential bottlenecks. This invaluable insight helps in planning and optimizing network architecture for maximum efficiency.