Attract Group Logo

Latest Insights

Filter by
Agentic Commerce: What Happens When the Buyer Is an AI Agent
AI
9 min read

Agentic Commerce: What Happens When the Buyer Is an AI Agent

Agentic commerce is already measurable: AI-referred shoppers convert ~50% higher on Shopify. What breaks when an agent shops your store, and what to fix first.

By Vladimir Terekhov•
Aug 28, 2026
WebMCP Explained: How Websites Talk to AI Agents
AI
8 min read

WebMCP Explained: How Websites Talk to AI Agents

WebMCP lets your site hand AI agents a list of callable tools instead of a UI to guess at. Here's what it does, where the spec really stands, and what to build now.

By Vladimir Terekhov•
Aug 28, 2026
The Complete Guide to AI Crawlers: GPTBot, ClaudeBot, PerplexityBot and Friends
AI
8 min read

The Complete Guide to AI Crawlers: GPTBot, ClaudeBot, PerplexityBot and Friends

AI crawlers aren't one thing. What GPTBot, ClaudeBot and PerplexityBot actually fetch, why JavaScript sites come back blank, and what blocking really costs.

By Vladimir Terekhov•
Aug 28, 2026
AI Visibility: How to Measure It and Improve It
AI
9 min read

AI Visibility: How to Measure It and Improve It

AI visibility means getting mentioned in assistant answers and being readable to agents. How to measure yours with free tools, and what to fix first.

By Vladimir Terekhov•
Aug 28, 2026
LLM SEO: What Actually Gets You Cited by AI
AI
9 min read

LLM SEO: What Actually Gets You Cited by AI

LLM SEO advice mostly rewrites copy on pages AI crawlers can't read. Here's the machine-readability gate that decides whether you get cited at all.

By Vladimir Terekhov•
Aug 28, 2026
Does llms.txt Actually Work? What the Data Says
AI
9 min read

Does llms.txt Actually Work? What the Data Says

Google Search ignores llms.txt and 97% of files got zero traffic in May 2026. But coding agents read them, and a malformed one fails Google's Lighthouse audit score.

By Vladimir Terekhov•
Aug 28, 2026
User Acceptance Testing: UAT Plan, Test Cases, and Sign-Off Criteria
Web Development
11 min read

User Acceptance Testing: UAT Plan, Test Cases, and Sign-Off Criteria

Learn how to run user acceptance testing with a release-ready UAT plan, scenario-based test cases, defect triage, launch blocker rules, and sign-off criteria.

By Vladimir Terekhov•
Aug 28, 2026
AWS DevOps: Tools, Pipeline Design, and Implementation Guide
DevOps
13 min read

AWS DevOps: Tools, Pipeline Design, and Implementation Guide

AWS DevOps helps teams automate releases on AWS with the right mix of CI/CD, infrastructure as code, observability, security gates, and rollout governance.

By Denis Vasiliev•
Aug 28, 2026
Error Budgets, SLOs, and SLIs: A Practical Guide
DevOps
11 min read

Error Budgets, SLOs, and SLIs: A Practical Guide

Error budgets help product and engineering teams decide when to ship, slow down, or invest in reliability using SLOs, SLIs, SLAs, and burn-rate alerts.

By Ihor Kolomiiets•
Aug 28, 2026
1...101112...49