Blog Chaterimo

Research and practice of AI customer service agents

Studies of LLM models in e-commerce customer support, case studies and guides from Chaterimo.

Research

Studies of LLM models in customer support, based on our own measurements.

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Chaterimo CX-LLM Benchmark · 2026 Q4 · Mercury 3

Research · Mercury 3

Mercury 3 for customer support: speed and reliability

Mercury 3 and three other LLMs on 190 Czech support questions with long contexts. API latency, failures and provisional AI grading.

Published 17 min read

Research · AI customer service

State of AI customer support in e-commerce 2026

1.09 million customer messages from up to 95 online stores, February to May 2026. How much AI handles, when shoppers ask and which models stores run.

Updated 3 min read

Case studies

How online stores use AI agents in customer support, with real numbers.

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Case study · LED Solution

LEDík: an AI advisor that matches power supplies to strips

LEDík, LED Solution's AI chatbot on Shoptet, matches LED strips, power supplies and profiles: 138 conversations in 30 days, 98% without a hand-over.

Client
LED Solution
Platform
Shoptet
Results in numbers
138 Conversations with customers

Published 8 min read

Guides

Step-by-step setup of Chaterimo, integrations and API keys.

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Guide · First AI chatbot

Getting started: your first AI chatbot in 4 steps

Sign up, connect your store or add your content, choose the AI model and put the chat window on your website. The getting-started guide for online stores.

Updated 8 min read

Guide · AI product advisor

How to fine-tune your AI product advisor

Improve your AI chatbot's answers after setup: knowledge base, instructions, AI model, testing, answer analysis, sales rules and measuring progress.

Updated 16 min read

API keys and integrations 5

Zoho CRM integration: chat leads and transcripts

7 min readUpdated Oct. 19, 2026

OpenAI API login: get an API key for Chaterimo

7 min readUpdated Nov. 10, 2026

International platforms 3

How to add AI customer service to WordPress

6 min readUpdated Oct. 19, 2026

How to add AI customer service to Squarespace

5 min readUpdated Oct. 19, 2026

Shopify AI customer service: set up Chaterimo

8 min readUpdated Oct. 19, 2026

Articles

How AI customer service works and how to choose a solution.

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Article · LLM models

How to choose an LLM for customer support

Accuracy on your data, speed, cost and tone. How to compare ChatGPT, Claude, Gemini and Grok for an online store and test them on your own questions.

Updated 4 min read

Article · Shopify

Best AI chatbot for Shopify: apps compared

Nine AI chatbot apps for Shopify compared: what they answer from, how they check order status, how they hand over to a person and what they cost.

Updated 20 min read

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