TL;DR Sales and marketing teams often struggle less with AI adoption and more with choosing the right type of tool. The market includes AI BDRs, WhatsApp platforms, email sequencers, voice automation, data enrichment, and conversation intelligence software. This blog compares seven platforms built for different needs, including Artisan, YourGPT, Sequenzy, AiSensy, Emitrr, Clay, and Gong. […]

TL;DR AI web scraping replaces hardcoded selectors with an agent that reads a page, decides what matters, and returns structured output, even after the layout changes. Script-based scraping is being layered with agent-based extraction. Scripts still fetch the page. The model decides what to keep. A fetch layer renders the page, a conversion step strips […]

TL;DR Microsoft made GPT-5.6 the preferred model across Word, Excel, PowerPoint, Copilot Chat, and Cowork on July 9, 2026, focusing on internal workplace productivity rather than customer-facing support. Dynamics 365 Service Agent also reached general availability, but it mainly helps human support representatives manage cases within Microsoft’s existing permission structure and requires separate licensing. A […]

TL;DR The Shift: Support bots used to answer questions. In 2026, AI agents resolve them by reading live order and carrier data, then taking direct action. They can issue refunds, update addresses, and close WISMO tickets without human involvement. The Stakes: WISMO and refund requests already account for a large share of a typical support […]

TL;DR Cheap frontier models now compete for the same high-volume support workloads, with DeepSeek V4 remaining the lowest-cost option in this comparison. Kimi K2.6 and GLM-5.2 are open-weight and self-hostable, while Qwen 3.7 Plus is proprietary and available only through an API. Claude Haiku 4.5 is the only model here that its developer explicitly recommends […]

TL;DR Crisp is a bootstrapped, French-built customer messaging platform with four public plans: Free at $0, Mini at $45/month, Essentials at $95/month, and Plus at $295/month. Plans are billed per workspace rather than per seat, with a custom Enterprise tier also available. Paid plans include a fixed amount of AI credit for Hugo, Crisp’s AI […]

TL;DR Botpress evolved from a chatbot-building framework into a broader AI agent platform during 2025 and 2026. Following a $25 million Series B led by Framework Venture Partners in June 2025, it expanded beyond Agent Studio and its Autonomous Engine with Desk, a dedicated AI helpdesk product. On May 14, 2026, Botpress introduced a new […]

TL;DR Manychat changed its pricing on March 2, 2026, introducing five Active Contact-based plans and reducing the Free plan limit from 1,000 contacts to just 25. Plans now range from $0 for Free to $139 per month for Advanced, with additional overage charges when your contact volume exceeds the amount included in your plan. Manychat […]

TL;DR Chatbase is a no-code AI agent builder trained on your own content, with plans at $0, $32, $120, and $400 per month on annual billing, plus a custom Enterprise tier. Every self-serve plan includes exactly one AI agent. Extra agents cost $300 per agent per year, and removing the “Powered by Chatbase” badge costs […]