Turn AI chatbot challenges into opportunities

Learn from real-world case studies, technical breakdowns, and proven strategies that power high-performing AI assistants at scale.

Explore by topic

All AI Architecture Chatbots Engineering Implementation Industry Privacy Product Security Technical UI/UX

Technical

Four chatbot widget patterns for websites and apps: from bubble to super app

Websites tend to embed chat in four patterns: a simple bubble, an inbox with history, a task-driven support bot, and a multi-tab hub. This guide explains where each pattern fits, what it does well, and the least you need to configure to run it reliably.

Implementation Technical+1

Implementation Technical UI/UX

HoverBot team

Sep 1, 2025

15 min read

See HoverBot in action

Book a 20-minute demo to explore how AI agents automate support, stay compliant, and ship faster.

Book a Demo Try HoverBot

Get AI chatbot growth hacks in your inbox — no fluff.

One actionable email each week with templates, teardown case studies, and engineering playbooks.

Join 1,500+ AI leaders. Unsubscribe anytime.