2023-05-12
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#ui design
Melike Ceren Inan Toygar
169491
May 12, 2023 ⋅ 7 min read

How to design a chatbot customers will actually use

Melike Ceren Inan Toygar Melike is a product manager with 6+ years of experience who has worked at various startups and scaleups. She built digital products and experiences in different industries like travel, micromobility, and B2B marketplaces. She is currently living in Dublin and working at a property portal. You can follow her on LinkedIn.

Recent posts:

Full-stack and server-side UX experiments: Testing beyond the frontend

UX testing is not limited to layouts, copy, and visual design. Full-stack and server-side experiments help teams evaluate how backend logic, APIs, algorithms, and product flows affect the overall user experience.

Shalitha Suranga
Jun 16, 2026 ⋅ 3 min read
Bayesian UX testing A clearer way to interpret AB test results

Bayesian UX testing: A clearer way to interpret A/B test results

In A/B, A/B/n, or multivariate testing scenarios, using p-value with traditional null-hypothesis-based statistical analysis is so common, and most designers […]

Shalitha Suranga
Jun 9, 2026 ⋅ 3 min read
Multi-armed bandits in UX experiments: Faster testing with smarter traffic splits

Multi-armed bandits in UX experiments: Faster testing with smarter traffic splits

Traditional A/B testing splits traffic evenly, but multi-armed bandits dynamically send more users to the better-performing version. Here’s how the method works, where it helps, and when UX teams should use it over classic A/B testing.

Shalitha Suranga
Jun 2, 2026 ⋅ 4 min read
AI agent simulations for UX testing When to use simulated vs. real users

AI agent simulations for UX testing: When to use simulated vs. real users

AI agent simulations promise faster, lower-risk UX testing by replacing real users with AI-simulated personas. Here’s how the method works, where it falls short, and when designers should rely on simulated users versus real user testing.

Shalitha Suranga
May 26, 2026 ⋅ 3 min read
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