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      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

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      December 24, 2025

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      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

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      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

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      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      TNL Mediagene to Launch Agentic Newsroom, an AI-Driven Global Content System, and CiteRadar, an SaaS Analytics Platform for Monitoring AI Visibility

      December 24, 2025

      Kling AI Launches Video 2.6 Model with “Simultaneous Audio-Visual Generation” Capability, Redefining AI Video Creation Workflow

      December 9, 2025

      GR0 Becomes the First Agency To Launch GEO — A Breakthrough Service Enabling Brands To Win AI Search

      November 18, 2025

      Supermetrics AI Launches, Reinforced by 15 Years of Marketing Intelligence Experience

      November 5, 2025
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      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      TNL Mediagene (NASDAQ: TNMG) Leverages AWS AI Technologies to Drive Cross-Border Media Innovation

      October 28, 2025

      Gryphon AI and CloudHesive Partner to Deliver Secure, Scalable Compliance Solutions for Finance and Insurance on Amazon Web Services (AWS)

      October 28, 2025

      Optimizely Customers Saw 446% 3-year ROI and Sub-Six-Month Payback with AI-Powered Digital Experience Solutions

      October 7, 2025

      Rainbird Technologies Appoints Coenraad van der Poel as Chief Revenue Officer to Accelerate Global Growth

      September 3, 2025
    • Data & Analytics
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      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      TNL Mediagene Announces Early Success in AI Content Licensing Revenue Model via TollBit Marketplace Integration and Strategic Partnership

      December 24, 2025
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      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      AdMaven accelerates global growth with record advertiser expansion, improved performance metrics, and new smart monetization technologies

      November 5, 2025

      Liminal Launches Scout to Turn Market Intelligence Into GTM Action

      October 28, 2025

      OTHELIA UNVEILS A NEXT-GEN AI SYSTEM DESIGNED TO POWER THE ARCHITECTURE OF MODERN STORYTELLING

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    • Strategy & Management
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      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

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      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Wondershare Announces Strategic Collaboration with Topaz Labs to Bring Industry-Leading AI Video Enhancement to Its Creative Software Ecosystem

      December 24, 2025

      People Inc. Announces AI Content Partnership with Meta

      December 9, 2025

      Vonage Expands AWS Collaboration with the Launch of its Enterprise Solutions in AWS Marketplace

      December 4, 2025
    • CX
      1. customer experience
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      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

      December 24, 2025

      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

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      Rockwell Automation: Building Towards Autonomous Operations

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      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

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      Rockwell Automation: Building Towards Autonomous Operations

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      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

      December 24, 2025

      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

      December 24, 2025

      Rockwell Automation: Building Towards Autonomous Operations

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      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

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      Subotiz Enables AI SaaS to Reduce CAC by 30%

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      Spectral Capital Portfolio Company Fortytwo Telecom Advances Enterprise Messaging with Telegram-Based P2P Technology Platform

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      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

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      Fragmented CX is Costing Organizations Trust, Warns Info-Tech Research Group in New Omnichannel Playbook

      December 9, 2025

      Glance marks 25 years of human-centered innovation in digital CX

      December 4, 2025

      DataM Intelligence Enables Global Expansion for Functional Ingredient Manufacturer through Strategic Customer Identification and Target Prioritization

      October 16, 2025

      TeamViewer announces integration of Digital Employee Experience (DEX), Remote Connectivity, and Intelligence with Agentforce IT Service

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    • Ecommerce & Sales
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      Subotiz Enables AI SaaS to Reduce CAC by 30%

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      Rockwell Automation: Building Towards Autonomous Operations

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      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

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      Rockwell Automation: Building Towards Autonomous Operations

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      Tencent Cloud Launches EdgeOne Pages Official Version, Strengthening Its End-to-End AI Strategy

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      December 24, 2025

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      December 24, 2025

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      December 24, 2025

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      December 24, 2025

      Subotiz Enables AI SaaS to Reduce CAC by 30%

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      Subotiz Enables AI SaaS to Reduce CAC by 30%

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      Social Commerce Platform LoudCrowd launches ShopWith, enabling brands to have an “AI Creator Concierge” selling on-site

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    Home»Ecommerce & Sales»Constructor Unveils AI Shopping Assistant — Blending Generative AI with Personalization, so Ecommerce Companies Can Help Shoppers Discover Items They’ll Love
    Ecommerce & Sales

    Constructor Unveils AI Shopping Assistant — Blending Generative AI with Personalization, so Ecommerce Companies Can Help Shoppers Discover Items They’ll Love

    By PRNEWSWIREJanuary 12, 2024Updated:June 7, 2024No Comments6 Mins Read
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    Constructor Shares Milestones from Successful FY23 -- Doubling Revenue, as it Helps More Ecommerce Companies Worldwide Improve Product Discovery
    Constructor Shares Milestones from Successful FY23 -- Doubling Revenue, as it Helps More Ecommerce Companies Worldwide Improve Product Discovery
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    Shoppers on ecommerce sites can ask the assistant detailed questions and get personalized recommendations; see it in action at NRF: Retail’s Big Show at the Constructor booth (#3160) and Constructor partner AWS’ booth (#6020)

    SAN FRANCISCO and NEW YORK, Jan. 12, 2024 /PRNewswire/ — (NRF ’24: RETAIL’S BIG SHOW) Constructor, the leading AI-powered product discovery and search platform for enterprise ecommerce companies, announced its AI Shopping Assistant (ASA), a leading-edge conversational product discovery tool. Shoppers on ecommerce websites and mobile apps can interact with ASA to discover and explore products related to their interests and intent — with ecommerce companies increasing loyalty, engagement and conversions.

    Powered by transformers, ASA blends generative AI with Constructor’s AI-based personalization technology and ability to optimize experiences for ecommerce companies’ unique key performance indicators (KPIs). When they engage with ASA on ecommerce sites and apps, shoppers can explain what they want in long-form natural language, or even have a conversation if they like, and then receive product and content recommendations personalized to their preferences, history and intent, and reflective of the ecommerce company’s real-time inventory.

    “Our AI Shopping Assistant gives online shoppers a new, useful way to discover items they need and love — disrupting the current search and product discovery paradigm,” said Eli Finkelshteyn, Constructor CEO. “We already have good product discovery solutions for people who know what they want and just want to search for it, or people who just want to browse a category, or take a product finder quiz.”

    “But in cases where shoppers have a more complex need that they can only explain in natural language, like ‘I need healthy items for a picnic’ or ‘I want a trendy shirt to go out in,’ the current paradigms don’t work. There was no good way to explain that need to the search engines of the past,” Finkelshteyn continued. “That’s where our AI Shopping Assistant comes in. ASA makes suggestions based on detailed requests from a shopper — like a trusted, in-store associate would — while also instantly factoring in everything it knows about the shopper at hand. ASA underscores our commitment to applying generative AI to drive tangible value: enabling shoppers to better find what they need and be confident in their purchases, while helping ecommerce companies keep shoppers on their sites and boost their likelihood to purchase and their loyalty.”

    AI Shopping Assistant Use Cases
    Ecommerce companies across industries — including leading grocery chains, apparel brands and general retailers — are already taking advantage of AI Shopping Assistant on their ecommerce sites. They’re using the tool to address use cases and queries such as:

    • Finding recipes and procuring ingredients — E.g., “What’s a good dessert I can make for someone who likes strawberries and is gluten-free?” In addition to generating recipes with items the grocer has in-stock, ASA makes personalized recommendations for each ingredient (so if the recipe calls for milk, and the shopper tends to buy organic, then options for organic milk will be shown). Customers can easily add every product to cart from the recipe page.
    • Finding occasion-appropriate apparel — E.g., “I’m going to a formal wedding in the Caribbean in August. What can I wear in the summer heat?” Recommendations returned make sense contextually; are in-stock in the shopper’s size; and map to the shopper’s preferred styles, colors, price points, etc.
    • Identifying relevant items across categories — E.g., “I’m going camping with my pre-teen kids for the first time in the White Mountains. What kinds of supplies and camping gear do I need?” ASA can provide personalized suggestions across different areas of the retailer’s inventory.
    • And much more.

    By applying AI to enable shoppers to search for products in new, flexible and interactive ways with ASA, ecommerce companies can better meet shoppers on the pathway to purchase and build brand affinity and loyalty.

    In fact, according to a report1 by Forrester Research’s Nikhil Lai, senior analyst, “Generative AI turns search into a channel that not only harvests demand but also generates it.”

    Much More Than a Chatbot
    While traditional chatbots and virtual assistants are often limited — requiring ecommerce companies to configure complex if-then logic, and only able to address “frequently asked questions” — Constructor’s AI Shopping Assistant goes much further. With the ability to answer a broad range of queries, ASA provides:

    • Intent-based, natural language prompting to return highly relevant and attractive product suggestions, and refine results.
    • Support for many types of results: from product recommendations, to articles and guides, to task-specific instructions (recipes, do-it-yourself guides, etc.).
    • Intuitive user interface and results display, so shoppers can easily navigate recommendations across an ecommerce company’s catalog.
    • Incorporation of Constructor’s connected product discovery algorithms, including clickstream, personalization and KPI metric optimization. Ecommerce companies using ASA benefit from Constructor’s holistic and award-winning product discovery platform, named “Best AI Solution” in the Convrt Awards for retail and ecommerce innovation. Constructor treats every action in a user’s shopping journey as something it can learn from to improve and personalize the user’s shopping experience.

    See ASA in Action at NRF
    Constructor will demonstrate the AI Shopping Assistant next week at NRF ’24: Retail’s Big Show from its booth (#3160). A video of it will also be on display at the booth of Amazon Web Services (AWS; booth #6020), a Constructor partner.

    Additional Resources
    For more information on Constructor’s AI Shopping Assistant, and how it can increase engagement, conversions and average order value, please:

    • Book a demo at NRF or online.
    • See the AI Shopping Assistant product page.
    • View a 1.5-minute video showing what ASA is capable of.

    1 Report available to Forrester subscribers or for purchase.

    About Constructor
    Constructor is the only product discovery and search platform tailor-made for enterprise ecommerce where conversions matter. Constructor’s cloud-based solutions use natural language processing, machine learning-enhanced results ranking and collaborative personalization to deliver powerful user experiences across all facets of product discovery. Optimizing specifically for ecommerce metrics like revenue, conversion rate and profit, Constructor generates consistent $10M+ lifts for some of the biggest brands in B2C and B2B ecommerce, such as Sephora, Petco, Birkenstock, Very Group, home24, Bonobos and Fisheries Supply. Constructor is a U.S.-based company that was founded in 2015 by Eli Finkelshteyn and Dan McCormick. For more, visit: constructor.io.

    SOURCE Constructor

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