Scalestack vs. ZoomInfo Comparison


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Dragonfly is optimized for modern cloud computing, delivering 25x more throughput and 12x lower snapshotting latency when compared to legacy in-memory data stores like Redis, making it easy to deliver the real-time experience your customers expect. Scaling Redis workloads is expensive due to their inefficient, single-threaded model. Dragonfly is far more compute and memory efficient, resulting in up to 80% lower infrastructure costs. Dragonfly scales vertically first, only requiring clustering at an extremely high scale. This results in a far simpler operational model and a more reliable system. 16 Ratings Visit Website D&B Connect Realize the true potential of your first-party data. D&B Connect is a customizable, self-service master data management solution built to scale. Eliminate data silos across the organization and bring all your data together using the D&B Connect family of products. Benchmark, cleanse, and enrich your data using our database of hundreds of millions of records. The result is an interconnected, single source of truth that empowers your teams to make more confident business decisions. Drive growth and reduce risk with data you can trust. With a clean, complete data foundation, your sales and marketing teams can align territories with a full view of account relationships. Reduce internal conflict and confusion over incomplete or bad data. Strengthen segmentation and targeting. Increase personalization and the quality/quantity of marketing-sourced leads. Improve accuracy of reporting and ROI analysis. 189 Ratings Visit Website Denodo Denodo offers an AI Data Layer that helps organizations deliver live, unified, and governed data for trustworthy AI, analytics, and self-service initiatives. 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Recognized by Forrester, NASSCOM League of 10, YourStory Tech30, Inc42, and DataIQ, SCIKIQ supports enterprises across the USA, India, UK, and UAE. SCIKIQ brings together Data Integration, Data Quality, Data Governance, Metadata Management, Data Lineage, Semantic Intelligence, Knowledge Graphs, Conversational Analytics, Generative AI, Data Products, and AI Agents within one unified platform. Unlike traditional data platforms that often require extensive replatforming or migration, SCIKIQ works with an enterprise’s existing technology ecosystem. Organizations can connect SAP, Salesforce, Oracle, Snowflake, Databricks, AWS, Azure, GCP, data lakes, data warehouses, and enterprise applications through 200+ pre-built connectors, without rip-and-replace. Contextual Intelligence at the Core SCIKIQ goes beyond connecting data by helping AI understand the business context behind it. Its semantic intelligence layer brings together business terminology, KPI definitions, metadata, lineage, ownership, business rules, ontologies, and relationships to create a trusted context layer for enterprise analytics and AI. Business users can ask questions in natural language, investigate KPIs, identify root causes, and generate insights without writing SQL. Data teams gain enterprise-grade capabilities for data integration, quality, governance, lineage, metadata, and control. AI teams gain trusted, contextual enterprise data for building Generative AI applications, copilots, and intelligent AI agents. Why Enterprises Choose SCIKIQ AI-ready in 3–6 weeks \| 200+ connectors \| 99.9% availability \| No-code \| Multi-cloud \| No vendor lock-in \| No replatforming SCIKIQ has production deployments across industries including manufacturing, retail, aviation, logistics, BFSI, healthcare, and other data-intensive enterprises. 14 Ratings Visit Website Virtuoso QA Virtuoso QA is an enterprise agentic test automation platform setting the standard of proof for software releases. As AI accelerates how software is built, Virtuoso QA helps organisations release with confidence through governed, agentic automation for functional, regression and end-to-end testing across any browser-based application, from Dynamics 365, Salesforce and SAP to Guidewire and custom-built systems. Virtuoso QA turns requirements, designs, live applications or existing suites into executable journeys. Through Touchstone, its agentic layer, brings in 30+ specialised agents to do the work, grounded in your sources and standards. The Analyst turns documentation into source-cited test requirements, the Architect designs the journeys that prove them, and Autopilot builds each one. Your team reviews and approves each stage, so nothing enters the suite on trust. Tests run on a deterministic engine within existing CI/CD pipelines, and self-healing fixes are proposed as reviewable diffs, keeping test suites current without manual rework. Every release is backed by evidence of what was tested, what changed and who approved it. That is why organisations in financial services, insurance, healthcare and the public sector trust Virtuoso QA where releases carry consequences. 131 Ratings Visit Website Dialpad Support Dialpad Contact Center is Dialpad's AI-native platform for customer experience — the connective layer where conversations, intelligence, and action come together in real time. At its core, Dialpad Contact Center is the world's first Agentic AI contact center: AI agents that don't just transcribe or summarize, but reason, resolve, and act autonomously across the full customer journey. Instead of routing customers between disconnected tools, Dialpad Contact Center unifies voice, digital, and human agents in one platform, connecting the voice and data silos that have historically kept support teams siloed and reactive. Every interaction becomes part of a compounding intelligence layer. With 775M+ AI recaps and counting, Dialpad Contact Center turns each conversation into operational insight that improves resolution rates, agent productivity, and CX outcomes over time. That intelligence is continuously optimized, governed, and made visible across your organization through Dialpad's Guardian safety layer, ensuring secure, enterprise-grade AI operations at scale. Dialpad Contact Center is built to resolve up to 80% of issues autonomously, reducing operational complexity while giving human agents the context they need for what still requires a human touch. People stay at the core; intelligence sits at the edge, ready to act the moment it's needed. Rather than asking enterprises to take autonomy on faith, Dialpad Contact Center is validated through Dialpad's Proving Ground, so teams can confirm ROI and reliability before committing at scale — a modern alternative to legacy, static bots and fragmented support stacks. 1,607 Ratings Visit Website Josys Josys is a modern AI-native identity security and governance platform. Enterprise AI adoption has made identity the fastest-growing attack surface — and the hardest to govern. Josys discovers, governs, and secures every identity - human, machine, and AI agent - across every application in the enterprise. 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About We believe software should serve people, not the other way around. Scalestack is the governed layer between your database and execution. Trusted, AI-ready context available everywhere. We put our AI agents to work cleaning and enriching your data, and turn the results into governed workflows your teams and agents can trust and run on. Replace disconnected and duplicated processes with one controlled layer across your existing systems. Give every team and agent reliable access, clear oversight, and cost visibility. Typeform , Astronomer, Clio, Constructor, DigitalOcean, Harvey, Profound, Redis, The Stepstone Group and more run on it. Redis went from 40% to 90% CRM fidelity across 300K records. Typeform enriches in real time at a 92% B2B match rate with sub-5s latency. Platforms can embed Scalestack inside their own product and ship the AI capabilities never architected for.	About ZoomInfo helps companies achieve their most important objective: profitable growth. Our platform puts sales and marketing professionals in position to identify, connect, and engage with qualified prospects by giving you: - Verified Emails & Direct Dials - Intent Data & Business Scoops - Technographic Information - Company Organization Charts Integrate with the apps that matters to you. Start your free trial today.
Platforms Supported Windows Not Supported Mac Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Supported iPad Supported Android Supported Chromebook Not Supported
Audience Enterprises putting agents to work on their own data. CIOs, data and platform teams use it to govern the data and workflows agents act on, and RevOps, sales and marketing teams use it to keep accounts clean, enriched and prioritized. Everyone reaches it from the tools they already use.	Audience Companies of all sizes
Support Phone Support Not Supported 24/7 Live Support Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing 75000 On demand. Not offered by user seat or licence. Scalestack offers an enterprise custom solution Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Supported Free Trial Supported
Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 4.0 / 5 support 5.0 / 5 Read all reviews	Reviews/Ratings Overall 4.7 / 5 ease 4.3 / 5 features 4.9 / 5 design 4.6 / 5 support 5.0 / 5 Read all reviews
Pros & Cons from Real Users Pros We’ve been using Scalestack to automate data enrichment and lead prioritization, and the time savings have been game-changing. In the time it took a sales rep to manually update two contacts, Scalestack automatically enriched and updated 370 rows—with complete, accurate data. The platform seamlessly integrates with our CRM, eliminating manual data cleanup and ensuring our team focuses on selling, not spreadsheet maintenance. Scalestack works like an autonomous AI engineer, running in the background to keep our GTM ops streamlined—without needing to hire someone to exclusively manage it. Cons The real value comes from large-scale automation—if your company doesn’t process a high volume of accounts, you might not see the same ROI. Although it eliminates manual data work, setting up workflows and integrations requires some initial effort to get right. If you're used to traditional data management, there’s an adjustment period.	Pros & Cons from Real Users Pros I was able to find individuals within organizations that were most related to our organization and products to create more constructive conversations and relationship building. Zoominfo allowed me to tear through the weeds and find the right people to talk to fast! - Very customizable based on search needs - can be filtered according to industry. - Reliable in providing accurate contacts and information on revenues and geography. - Zoominfo university with instructional videos provides a lot of added value. - Great adaptability to other platforms (HubSpot CRM) Great reliable contact data for connecting with decision makers and influencers are target companies. Also the intent feature is very powerful and gives great insights on potential opportunities. Under a B2B system ZoomInfo offers us tools for managing potential customers with a section for evaluating these users, all thanks to the fact that it has a database of renewed contacts to be able to export and import to our servers. In addition, it has an analysis system that looks for our weaknesses and opportunities in the market and creates a list of appropriate contacts for our organization. ZoomInfo has provided us with key elements for managing our customer data to make strategic marketing decisions and increase our sales. It provides us with detailed contact search options with a complete description of contact information. In addition, you can build B2B contact lists for marketing and sales promotions and campaigns. It is a great option today for identifying and connecting with customers and companies to increase the reach of our organizations. It has tools for creating updated lists of contacts and develops detailed reports based on the information collected to allow us to make decisions. Cons There was much of the software that went underutilized by my organization. I know there was much to offer (which reflects in the price you pay), but I found myself only needing a portion of the output. There are only two main cons: - The service is quite expensive, in comparison to competitors like Lusha. - # of searchers are limited if using platform quite often. Mobile app is more difficult to navigate than the full website. Price is high. Although it provides us with the most timely customer contacts, it does not have a tool for generating potential contacts since its database is managed by other companies that have constant sharing of the same, leaving a little to be desired in terms of the effectiveness of such opportunities provided. Although it has an extensive database that helps us to increase sales, it does not have a section for managing potential customer data in its platform. This results in a stagnation of professional growth since it does not offer an appropriate extension of self-promotion.
Training Documentation Supported Webinars Supported Live Online Supported In Person Not Supported	Training Documentation Not Supported Webinars Supported Live Online Supported In Person Not Supported
Company Information Scalestack United States scalestack.ai/	Company Information ZoomInfo Founded: 2000 United States www.zoominfo.com
Alternatives Clazar	Alternatives Apollo Apollo.io
Reevo	D&B Hoovers Dun & Bradstreet
Pipebooster	Visual Visitor
D&B Hoovers Dun & Bradstreet	HubSpot CRM HubSpot
Jiminny View All	ZoomInfo Sales ZoomInfo View All
Categories Revenue Operations Supported Sales Intelligence Supported	Categories Account-Based Orchestration Supported AI GTM Supported AI Lead Generation Tools Supported AI Sales Assistants Supported AI Sales Tools Supported B2B Data Supported Buyer Intent Supported Contact Management Supported Conversation Intelligence Supported Customer Data Platforms (CDP) Supported Data Enrichment Supported Go-To-Market Supported Lead Generation Supported Live Chat Supported Marketing Account Intelligence Supported Sales Enablement Supported Sales Engagement Supported Sales Force Automation Supported Sales Intelligence Supported Sales Prospecting Supported Technographic Data Supported Website Visitor Identification Supported
Sales Intelligence Features CRM Integration Supported Data Cleaning Supported Data Enrichment Supported Data Import/Export Supported Data Mining Not Supported Data Verification Supported Email Integration Supported Lead Scoring Supported List Building Supported Performance Management Not Supported Pipeline Management Not Supported Predictive Modeling/Analytics Supported Prospecting Tools Supported Reporting/Analytics Supported Sales Forecasting Supported Show More Features Revenue Operations Features Account Health Dashboard Supported AI Insights Supported Automatic CRM Updates Supported Contact / Activity Tracking Supported Revenue Dashboard Not Supported Revenue Intelligence / Reporting Supported RevOps Automation Supported Sales Analytics Supported Sales Forecasting Supported Third-Party Data Aggregation Supported	Sales Intelligence Features CRM Integration Supported Data Cleaning Supported Data Enrichment Supported Data Import/Export Supported Data Mining Supported Data Verification Supported Email Integration Not Supported Lead Scoring Not Supported List Building Supported Performance Management Supported Pipeline Management Supported Predictive Modeling/Analytics Supported Prospecting Tools Supported Reporting/Analytics Supported Sales Forecasting Not Supported Show More Features Buyer Intent Features B2B Lead Generation Supported Channel Attribution Supported Competitor Analysis Supported Content Marketing Supported CRM Integration Supported Customer Journey Mapping Not Supported Customer Profiles Supported Intent Data Supported Lead Notifications Supported Lead Scoring Not Supported Customer Data Platforms (CDP) Features Behavioral Analytics Not Supported Campaign Management Not Supported Customer Profiles Supported Customer Segmentation Supported Data Integration Supported Data Matching Supported GDPR Compliance Supported Personalization Not Supported Predictive Modeling Not Supported Lead Generation Features Contact Discovery Supported Contact Import/Export Supported Lead Capture Supported Lead Database Integration Supported Lead Nurturing Not Supported Lead Scoring Not Supported Lead Segmentation Not Supported Pipeline Management Not Supported Prospecting Tools Supported Visitor Identification Not Supported
Integrations HubSpot CRM Supported HubSpot Customer Platform Supported Pipedrive Supported Salesforce Supported Apollo Supported Claude Supported Claude Opus 4.6 Supported ContactOut Supported Docket Not Supported FullEnrich Supported Microsoft Dynamics 365 Not Supported Microsoft Dynamics 365 Business Central Not Supported Motileo Not Supported PhantomBuster Supported SwarmZero Not Supported Syfter Not Supported Tommos Not Supported Warmly Not Supported Zoho CRM Not Supported ZoomInfo GTM Studio Not Supported Show More Integrations View All 53 Integrations	Integrations HubSpot CRM Supported HubSpot Customer Platform Supported Pipedrive Supported Salesforce Supported Apollo Not Supported Claude Not Supported Claude Opus 4.6 Not Supported ContactOut Not Supported Docket Supported FullEnrich Not Supported Microsoft Dynamics 365 Supported Microsoft Dynamics 365 Business Central Supported Motileo Supported PhantomBuster Not Supported SwarmZero Supported Syfter Supported Tommos Supported Warmly Supported Zoho CRM Supported ZoomInfo GTM Studio Supported Show More Integrations View All 82 Integrations
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