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Salesix offers AI voice agents that replicate human-like conversations, making customer interactions more efficient. The platform automates calls, handles real-world tasks, and provides detailed performance analytics. It supports multiple languages and boasts a variety of lifelike voice options.
Xero has rolled out new AI-driven analytics tools for small businesses, allowing users to access insights and reports directly within the platform. This upgrade aims to enhance financial understanding and decision-making for millions of business owners.
Google introduced an AI feature in the Search Console Performance report that allows users to generate custom data analyses using natural language. This tool can apply filters, set up comparisons, and select metrics based on user queries, streamlining data analysis. However, it currently only supports the Performance report and has some limitations regarding accuracy and functionality.
Yelp outlines its approach to processing Amazon S3 server-access logs at scale, addressing challenges like high log volume and storage costs. They now compress logs into Parquet files, greatly reducing storage needs and improving query performance for analytics tasks. This system supports various operational use cases, from debugging to cost analysis.
This article outlines ClickHouse's shift from a traditional BI-first data warehouse to an AI-first model that automates analytics for over 300 users. It describes the challenges faced in the previous BI workflow and details the technological advancements that enabled this transformation, including the integration of advanced LLMs.
FlinkSketch offers a collection of sketching algorithms for Apache Flink's DataStream API. It includes implementations for frequency counts, distinct counts, and quantiles, allowing efficient analytics on streaming data. Users can build and run applications with custom sketches and benchmark their performance.
YouTube has introduced a beta "Ask" feature in analytics, powered by Gemini. This tool allows marketers to gain deeper insights into viewer engagement patterns and customize prompts for more detailed data, enhancing their strategy and audience understanding.
This article discusses a platform that automates Google Ads management, including keyword research, ad creation, and landing page generation. It focuses on improving click-through rates and conversion rates while minimizing ad spend through AI-driven analytics and real-time optimization.
The article evaluates 14 analytics agents to find effective solutions for data teams. It focuses on user experience, reliability, speed, cost, and ease of setup, addressing the challenges of using various tools in real-world scenarios. The author shares insights from testing, aiming to help others avoid starting from scratch.
Databricks is reportedly in discussions to raise $5 billion, boosting its valuation to $134 billion. The funding follows a prior round at a $100 billion valuation, driven by increasing demand for its AI and data analytics platform. However, the company is facing pressure on its margins due to rising costs associated with its AI offerings.
This article discusses x402scan, a new tool for tracking usage metrics, popular resources, and facilitator activity within the x402 ecosystem. It aims to enhance discoverability by allowing users to register new resources, leveraging the @CoinbaseDev SQL API for analytics. The project is open source and invites contributors.
Klaviyo has introduced an app that integrates its marketing data directly into ChatGPT. This allows marketers to access campaign performance insights, analytics, and actionable recommendations through natural language queries, streamlining their workflow and enabling mobile access to key metrics.
DuckDB now allows users to interact with Iceberg REST Catalogs directly from their browser without any setup. This functionality leverages a WebAssembly version of DuckDB, enabling serverless querying of Iceberg data. Users can run SQL commands and access their data securely through familiar interfaces.
This article offers practical recipes for repurposing existing videos into various content formats. It covers topics like planning webinars, remixing podcasts, and using video analytics to create effective ads. Download the guide for actionable tips and insights.
This article explains the shift from analytical machine learning to real-time machine learning, highlighting its importance in making instantaneous business decisions. It details how companies like Uber leverage real-time data for applications such as fraud detection and personalized recommendations.
This article outlines twelve practical strategies for marketers to enhance their effectiveness in 2026. It discusses the importance of AI adoption, personalized content, and accurate analytics to drive success. Each tip aims to help marketers navigate the evolving digital landscape.
Google Analytics now offers new audience templates to help advertisers target high-value and lapsed customers more effectively. This update simplifies lifecycle marketing by allowing users to create targeted campaigns without starting from scratch.
This article argues that claims of a dramatic decline in SEO traffic are exaggerated. It presents evidence showing that organic traffic is down only slightly and critiques flawed research methods that suggest otherwise. The analysis is based on a comprehensive study of over 40,000 websites.
This article breaks down the main data architectures: Data Warehouse, Data Lake, Data Lakehouse, and Data Mesh. It details how each handles data differently, their strengths and weaknesses, and when to use them. It also highlights the evolution from traditional models to modern approaches responding to diverse data needs.
This article explores the differences between batch and real-time data pipelines, highlighting when each approach is appropriate. It outlines the trade-offs in terms of complexity, cost, and use-case fit, and introduces the concept of hybrid pipelines that allow flexibility in data processing.
This article outlines the importance of having governed and discoverable data for successful AI projects. It highlights common pitfalls in AI implementation and presents a structured approach to ensure data quality and compliance. A roadmap is provided for creating a reliable data stack that supports effective AI systems.
This article outlines Oktopost's offerings for B2B social media management, highlighting their tools for engagement, analytics, and employee advocacy. It details two pricing packages and emphasizes tailored support for larger organizations.
Google is testing a feature in Search Console that shows site owners how their social media channels perform alongside their websites. This update includes metrics like total reach, content performance, and top search queries related to social profiles. Initially, it's available for a limited number of sites identified by Search Console.
GitHub Actions now offers analytics that help developers track job performance, resource usage, and failure rates. Users can filter data by repository and time frame to spot trends and optimize build processes. The insights page provides recommendations for improving job efficiency.
This article explains how to identify ChatGPT queries in Google Search Console using regular expressions. It provides specific regex patterns to filter for longer queries, brand-related searches, and informational prompts. Additionally, it highlights tools that can streamline this process.
Adobe's acquisition of Semrush highlights the ongoing value of SEO, despite Wall Street's undervaluation. The deal aims to integrate search visibility with analytics, enhancing Adobe's offerings and creating significant cross-sell opportunities. This move could challenge smaller startups in the AI visibility space.
This article argues that data teams should transition to context engineering, integrating data governance, engineering, and science to create reliable knowledge sources for AI agents. It highlights the need for a structured context stack to ensure accurate answers and effective performance from these agents.
This article discusses common pitfalls in data modernization, emphasizing that focusing solely on technology leads to stagnation. It highlights the importance of treating data as a product and integrating modern engineering practices to achieve tangible returns from cloud investments. The white paper offers insights from successful companies like Gilead and Roche.
This article outlines the opportunities for developers to create applications using Ring's video APIs. It highlights various use cases, such as safety monitoring and business analytics, and encourages developers to join the Ring Developer Program for early access to tools and resources.
This article explains a new user retention report that tracks how often users return to your application after signing up. It allows you to analyze retention trends over different time periods and compare them to industry benchmarks. You can adjust settings to view specific cohorts and their progress.
This article discusses Etsy's advancements in reducing the time required for experiments using variance reduction techniques, specifically CUPED and its successor, CUPAC. The implementation of these methods has shortened average experiment durations by about three days, allowing for more efficient testing and quicker insights into platform changes.
The article introduces MotherDuck's Answering Machine, a tool that allows users to query data using natural language without needing SQL knowledge. It showcases its effectiveness through real-world examples, demonstrating how it can uncover insights even from messy datasets.
This article explores how ClickHouse, developed by Alexey Milovidov, addresses real-time analytics needs that other databases fail to meet. It highlights the unique features of ClickHouse, such as its speed and simplicity, which have made it a popular choice among AI companies and data-intensive applications.
This article explores the differences between opinionated and open data platforms, detailing their pros and cons. It discusses market trends, integration challenges, and the implications of recent mergers in the data stack industry.
This article explains how the MITRE ATT&CK framework helps security teams shift from reactive threat detection to proactive defense. It describes how ATT&CK maps attacker behavior and techniques, enabling better visibility and understanding of security threats. The piece also emphasizes the importance of using modern analytics tools to enhance detection capabilities.
The article explores the disconnect between what people say they want from data and their actual behavior when accessing it. Despite the rise of analytics agents that simplify data retrieval, many users still ask basic questions rather than leveraging data for deeper insights. This raises questions about the gap between perceived data needs and actual usage patterns.
This article explains how to connect user behavior analytics with design systems to improve user experience. It emphasizes the importance of measuring not just adoption rates but also user success and task completion to inform design decisions. It highlights the role of tools like PostHog and Figma API in generating actionable insights.
The article introduces pg_clickhouse, a PostgreSQL extension that allows users to run analytics queries on ClickHouse without modifying their existing PostgreSQL queries. It aims to streamline the migration process for organizations moving from PostgreSQL to ClickHouse, addressing challenges like query rewriting and execution speed.
FlowAI Insights helps teams identify user friction and engagement trends without manual analysis. It automatically highlights key issues and opportunities for improvement in product onboarding and usage.
This article outlines Unwrap, a platform designed to analyze customer feedback and deliver actionable insights. It highlights features like automated trend detection, integration with multiple data sources, and tools for various roles within an organization. Case studies demonstrate its effectiveness in improving customer experience and team productivity.
This article lists standout SEO blogs that provide fresh insights and research. Each blog is highlighted for its unique focus, ranging from AI and analytics to investigative pieces and practical tips for marketers.
This article examines reader engagement metrics for a long technical blog post featured on HackerNews. It discusses scroll depth, completion rates, and the demographics of readers, revealing that only a small percentage finish the post. The author plans to enhance future metrics and improve reader experience.
Clerk Dashboard now tracks organization metrics like user analytics. Users can see detailed growth trends, including reactivated and churned organizations, with flexible time-based filters. A cohort table allows for in-depth analysis of individual organizations.
Guideflow allows users to quickly create interactive product demos and guides with minimal effort. The platform automates demo generation and offers customization options, including AI enhancements for a polished experience. Teams can easily share demos and track analytics to improve engagement and conversion rates.
Aquata is a cloud-native data platform designed for asset managers and financial institutions. It integrates various data sources into a single, governed framework, speeding up report generation and ensuring data traceability. Built by Arcesium, it supports complex data operations for firms managing significant assets.
This article explains how to track AI Overviews, including brand mentions, citations, and traffic. It highlights the challenges due to Google’s lack of transparency and offers practical methods using Ahrefs tools to monitor performance. The focus is on analyzing visibility and understanding content needs to improve AI Overview citations.
Blockworks has shut down its news division to concentrate on its growing data and analytics operations. Co-founder Jason Yanowitz announced this shift, highlighting the company's success in combining data and distribution. The decision received mixed reactions from the crypto community.
Stape GTM Helper is a free Chrome extension that enhances Google Tag Manager (GTM) debugging. It introduces features like color-coded tags, error identification, and structured views for easier navigation in GTM's preview mode. This tool is designed for marketing agencies, developers, and anyone who regularly uses GTM.
This article lists notable data engineering projects from late December 2025. It features a variety of pipelines and platforms, highlighting their purposes and technologies used, like Airflow, Kafka, and machine learning tools. Users can explore, vote, and share their own projects within the community.
GoMarble is an AI tool that simplifies marketing data analysis by integrating insights from platforms like Google Ads and Meta. It generates instant reports and creative analyses, helping marketers save time and focus on strategy. Users report significant time savings and actionable insights without needing a dedicated analyst.
This article highlights Datadog's milestone of over 1,000 integrations in 2025, detailing key additions in AI observability, security, hybrid cloud, and data analytics. It emphasizes new partnerships and tools that enhance visibility and performance monitoring across various technology sectors.
This article explores how to anticipate and design data platforms that remain relevant over time. It introduces a framework for projecting data needs based on consumer behavior, inquiry modes, and decision-making tiers, emphasizing the importance of leaving gaps for future requirements. It also discusses the role of data products in adapting to changing business environments.
Hawk has launched the Analytics Studio, an AI management tool designed for banks and payment firms. This solution allows institutions to develop, maintain, and govern their AI models efficiently, helping them meet regulatory requirements and combat financial crime.
BMX, a rapidly growing derivative exchange, has partnered with Token Terminal to enhance its onchain analytics and stakeholder reporting. The collaboration aims to provide standardized financial metrics, leveraging Token Terminal's established reputation in the crypto space. This move comes as BMX looks to improve transparency following significant trading volume growth.
This article discusses Etsy's implementation of the Speculation Rules API to improve the performance of product listing pages. By prefetching resources, Etsy achieved notable speed enhancements, with metrics showing up to a 24% improvement in load times. The piece also covers lessons learned and potential future applications of this technology.
Vega offers a solution for security operations without the need for data migration or complex setups. Its AI-powered analytics and detection provide immediate visibility across all data, enabling faster and more effective security responses. You maintain control over your data while benefiting from rapid onboarding.
This article presents Wistia's 2025 State of Video Report, which analyzes over 100 million videos and surveys more than 1,300 businesses. You can fill out a form to receive a free copy of the report and also access a live show discussing key insights and tips for producing videos and webinars using AI.
This article argues that dashboards are outdated as they primarily report data rather than provide deep insights. It highlights the shift towards agentic analytics, which focuses on delivering context-aware answers and supports more meaningful data exploration. The author emphasizes the need to move beyond dashboards as the main goal for data teams.
OpenAI developed a unique internal AI data agent to streamline data analysis across teams. This tool allows employees to quickly obtain insights from complex data, improving efficiency and accuracy in decision-making.
Fivetran offers over 700 connectors to centralize data from various sources without needing custom integrations. It provides fully managed pipelines that require no maintenance, allowing teams to focus on analysis rather than infrastructure. You can start with a free plan for up to 500,000 rows each month or a 14-day trial with no limits.
This article explains how to implement risk-based alerting in Microsoft Sentinel to reduce false positives in security monitoring. It covers the creation of low-fidelity analytics rules, risk scoring, and how to aggregate alerts for effective incident management. Practical implementation steps and a sample rule for detecting the execution of AdFind are also provided.
The article discusses how Faire's analytics team adopted Cursor, an integrated development environment (IDE), to streamline their data analysis processes. It highlights the challenges of onboarding, the benefits of using Cursor for various tasks, and the shift in how the team approaches analytics.
This article outlines how Zalando revamped its data-sharing framework to better serve its retail partners. By adopting Delta Sharing, Zalando enables partners to access live data securely and efficiently, reducing manual data handling and improving analytics capabilities.
This article discusses how software has shifted from being a user-controlled tool to an intrusive presence that constantly seeks user engagement. It explores the consequences of this change, highlighting how analytics and experimentation influence product design, often prioritizing metrics over user experience.
This article explores how the accumulation of unstructured data, termed "dark data," hampers AI performance by creating operational inefficiencies and hallucinations in outputs. It argues that while storage costs have plummeted, organizations face a growing challenge of managing data effectively, leading to cognitive debt and decision-making paralysis. The author proposes a framework for diagnosing this issue and offers a metric to assess data sustainability.
NativeBridge offers manual and AI-driven mobile app testing to streamline workflows for developers, QAs, and designers. Users can instantly access a variety of devices for real-time testing without needing setups or downloads. The platform emphasizes collaboration and supports multiple OS versions for extensive testing capabilities.
LLM Gateway offers a single API to access over 180 language models from various providers, eliminating the need to manage multiple API keys. Users can easily switch providers and monitor costs in real-time, while maintaining compatibility with existing OpenAI SDK code.
Instagram has introduced a "Competitive Insights" feature in its Professional Dashboard, allowing users to compare follower growth and posting frequency with up to 10 competitors. While it provides some benchmarking data, it lacks deeper analytics and key engagement metrics, limiting its overall usefulness.
nao is a framework for creating and deploying analytics agents that can interact through a chat interface. It allows data teams to manage context, test performance, and ensure security while enabling business users to ask questions and visualize data in natural language.
This article discusses how Apache Arrow's new ADBC protocol aims to replace inefficient ODBC and JDBC drivers used in data analytics. Columnar, a company founded by Apache Arrow contributors, has launched ADBC drivers that significantly improve data transfer speeds. The move is positioned as a necessary upgrade for modern analytics databases.
The article discusses the issue of bot clicks in newsletters and how they can distort engagement metrics. The author shares a simple method to detect bot activity by embedding an unnoticeable link, revealing that their subscriber list appears mostly clean based on the results.
Atonomo analyzes your product's analytics data and suggests weekly improvements to boost conversion, activation, and retention rates. It compares your app to over 100 competitors to identify issues and opportunities. Users report significant increases in conversion after implementing Atonomo's recommendations.
Google has launched two AI tools, Ads Advisor and Analytics Advisor, designed to enhance campaign management and data analysis within Google Ads and Google Analytics. Ads Advisor provides personalized recommendations and troubleshooting support for ad campaigns, while Analytics Advisor offers insights into performance metrics and actionable growth strategies. Both tools will be available to English-language users starting in early December.
Mastercard has introduced Credit Intelligence, a suite that uses network data and analytics to speed up credit decisions for lenders, especially for small businesses and borrowers with limited credit histories. The tools allow lenders to access transaction insights with permission, aiming to include more consumers in the lending process.
This article explores a shift in data modeling from rigid orthodoxies to a more pragmatic approach. It emphasizes starting with simple structures, adding complexity only when necessary, and leveraging semantic clarity for flexibility across different modeling techniques.
Opttab helps brands manage their presence in AI searches, track visibility metrics, and improve their GEO score. The platform offers tools for optimizing website content for AI models, monitoring competitors, and generating tailored content. It's designed for businesses of all sizes looking to enhance their digital asset management.
BrandJet is a platform that consolidates customer outreach across various channels like email, LinkedIn, and social media into one dashboard. Users can manage mentions, track leads, and automate campaigns without juggling multiple tools. It also features an AI assistant for streamlined operations.
This article outlines Umso's pricing structure, which includes a free plan and two paid tiers. The free plan offers basic features for creating a homepage, while the paid options expand capabilities with more pages, custom domains, and advanced analytics.
The article discusses the rise of AI-driven traffic in ecommerce during the 2025 holiday season, highlighting a significant increase but noting it still represents a small fraction of overall sales. It emphasizes that while AI is influencing shopping behavior, especially in research-heavy categories, merchants need to adapt their strategies to optimize product discovery and maintain accurate data for AI systems.
Blindspot allows advertisers to book billboards directly, selecting specific locations, times, and creative content. It offers tools to measure campaign effectiveness and adjust ads in real-time based on factors like weather and audience.
This article features insights from Jay Acunzo on improving webinar engagement and effectiveness. It covers practical tips for creating captivating experiences, along with Wistia's tools for customization, analytics, and AI-powered features.
This article offers a free 30-day trial of Sprout Professional, a social media management tool. Users can connect their social media profiles and access features like content scheduling, customer engagement, and performance analysis without needing a credit card. After the trial, the service costs $299 per month per seat.
The article shares practical tips for maximizing LinkedIn engagement, like placing links in captions rather than comments to avoid visibility issues. It also discusses how to analyze your company page's search terms, track content performance, and the importance of disclosing brand partnerships.
This article discusses Wellows, a tool that helps brands track and enhance their visibility in AI responses across platforms like ChatGPT and Gemini. It outlines a 30-day activation plan and shares success stories from agencies that improved their clients' AI presence.
ClickHouse has acquired LibreChat, enhancing its capabilities in AI-driven analytics through a unified platform for large language models. This integration allows organizations to build analytics agents that streamline data access and improve productivity across various applications.
This article outlines ten predictions about the evolution of data infrastructure by 2026, emphasizing trends like the integration of analytical systems into operational applications and the rise of open table formats. It discusses the growing importance of standards like ADBC and Arrow, as well as the shift towards composable systems using open source components.
Bandjacks is a cyber threat intelligence tool that quickly extracts techniques from threat reports, builds a knowledge graph, and generates compliant data bundles. It features a user-friendly frontend for report analysis and integrates advanced analytics to identify threat patterns.
This article outlines various AI-driven tools for enhancing search functionality and data management. It covers features like personalized search results, data enrichment, and the deployment of AI agents. The focus is on improving user engagement and data quality in various applications.
Adobe is buying the digital marketing platform Semrush for approximately $1.9 billion, aiming to enhance its web analytics and marketing tools. The acquisition will integrate Semrush's SEO capabilities and support AI-generated search results. The deal is expected to close in the first half of 2026, pending regulatory and stockholder approvals.
Perspective is a tool for creating interactive analytics and data visualizations, particularly for large datasets. It supports user-configurable reports and dashboards, operating in the browser or with Python and JupyterLab. The system uses a fast query engine and a flexible user interface to enable efficient data handling and visualization.
Ada.im offers a tool for creating data dashboards and visualizations quickly, catering to users with varying levels of technical expertise. It features automatic visualization, a prediction tool based on historical data, and supports multiple export formats. Users appreciate its ease of use, though some report concerns with setup and data handling.
This podcast episode features Russell Spitzer discussing Apache Iceberg and Polaris, focusing on the evolution of open table formats and the role of the catalog layer. They explore the challenges of data migration, Apache governance, and the future direction of these technologies.
This article discusses how TwelveLabs transforms video into searchable data. It highlights features like scene and speech recognition, text generation from video, and enterprise-grade APIs for performance and security. Users can test the service with their own videos or request a demo.
This article summarizes key announcements from Microsoft Ignite 2025, focusing on advancements in data management and AI. It discusses the launch of Azure DocumentDB, features of Microsoft Fabric, and the introduction of the Fabric IQ layer for enhancing data usability and intelligence.
mviz is a Claude skill that simplifies the creation of static reports for ad hoc data analysis by converting compact JSON specifications into professional HTML visualizations. It emphasizes a fast, AI-driven workflow that allows users to iterate quickly, generate reports, and utilize a variety of chart types without extensive coding. The tool works seamlessly with data from various sources, including local files and cloud databases.
Data trust is not achieved through a single tool but rather through addressing numerous small failures throughout the data lifecycle. The article illustrates this concept using a real-life incident of clickstream data discrepancies, highlighting the importance of rigorous practices in instrumentation, testing, and pipeline management to prevent data trust erosion.
Livedocs is a collaborative platform that merges the functionality of notebooks with app-building simplicity, ideal for various data tasks such as exploration, analysis, and visualization. It supports powerful AI tools, enabling users to perform advanced analytics, create interactive dashboards, and share insights effortlessly.
The article discusses the advancements in data engineering over the past year and highlights the current trends shaping the field. It emphasizes the importance of evolving technologies and methodologies that enhance data management and analytics. Insights into best practices and challenges faced by data engineers are also provided.
The article discusses the evolution of an Ideal Customer Profile (ICP) from an aspirational concept to a regression, emphasizing the importance of understanding customer needs and adapting strategies accordingly. It argues that a static ICP can hinder growth and suggests a more dynamic approach to identifying and targeting the right customers.
PostgreSQL 18, set for release in September, introduces features aimed at enhancing analytics capabilities and distributed architectures, including a new asynchronous I/O subsystem that significantly boosts performance for analytical workloads. The update also upgrades UUIDs to version 7 to improve database index performance in distributed systems, although some anticipated SQL features will be delayed. Despite its growing popularity among developers, PostgreSQL has traditionally been more associated with online transaction processing rather than analytics.