Posts on AI search optimization, llms.txt, AI bot tracking, WebMCP agent commerce, and the agent web — written by engineers, for engineers and SEOs.
Notes on AI search, llms.txt, AI bot tracking, and WebMCP commerce. Written by engineers, for engineers and SEOs.
Bots
BotsHow-toAnalytics June 19, 2026 · 9 min read
Agencies
AgenciesGEOROI June 19, 2026 · 9 min read
Agencies
AgenciesReportingAI Search June 19, 2026 · 8 min read
AI Visibility
AI VisibilityAgenciesTools June 19, 2026 · 9 min read
llms.txt
llms.txtStrategyAI Search June 19, 2026 · 9 min read
AI Visibility
AI VisibilityPricingTools June 19, 2026 · 9 min read
AI Visibility
AI VisibilityAhrefsSemrush June 19, 2026 · 9 min read
Comparison
ComparisonAhrefs June 19, 2026 · 9 min read
Comparison
ComparisonKnowatoa June 19, 2026 · 9 min read
Comparison
ComparisonScrunch AI June 19, 2026 · 10 min read
ChatGPT
ChatGPTBrandTools June 19, 2026 · 9 min read
AI Visibility
AI VisibilityBrandTools June 19, 2026 · 10 min read
Comparison
ComparisonProfoundAI Visibility June 19, 2026 · 10 min read
AI Search
AI SearchAuditHow-to June 19, 2026 · 9 min read
Agent Readiness
Agent ReadinessToolsAI Search June 19, 2026 · 8 min read
Bots
BotsToolsAnalytics June 19, 2026 · 9 min read
llms.txt
llms.txtToolsComparison June 19, 2026 · 9 min read
GEO
GEOToolsAI Search June 19, 2026 · 10 min read
llms.txt
llms.txtAI AgentsWebMCP June 18, 2026 · 8 min read
llms.txt
llms.txtBotsStrategy June 18, 2026 · 9 min read
llms.txt
llms.txtAI SearchSEO June 18, 2026 · 6 min read
llms.txt
llms.txtAI AgentsAI Search June 18, 2026 · 8 min read
AI Search
AI SearchAEOStrategy June 18, 2026 · 8 min read
AI Agents
AI AgentsAgentic CommerceSaaSStripeWebMCP June 18, 2026 · 8 min read
Bots
BotsCostStrategy June 13, 2026 · 11 min read
llms.txt
llms.txtSquarespaceHow-to June 11, 2026 · 6 min read
Shopify
ShopifyAI SearchCommerce June 11, 2026 · 9 min read
AI Visibility
AI VisibilityAnalyticsMeasurement June 11, 2026 · 8 min read
AI Agents
AI AgentsAI SearchStructured Data June 11, 2026 · 8 min read
AI Agents
AI AgentsAI SearchGrounding June 11, 2026 · 8 min read
Agentic Web
Agentic WebAI AgentsAI Search June 11, 2026 · 8 min read
WebMCP
WebMCPAI AgentsBrowser Standards June 11, 2026 · 9 min read
AI Agents
AI AgentsAgentic CommercePayments June 11, 2026 · 8 min read
AI Overviews
AI OverviewsSearch ConsolePublishers June 11, 2026 · 9 min read
WebMCP
WebMCPSecurityAI Agents June 11, 2026 · 8 min read
ChatGPT Shopping
ChatGPT ShoppingAgentic CommerceCommerce June 11, 2026 · 9 min read
Perplexity
PerplexityAgentic CommerceCommerce June 11, 2026 · 8 min read
WooCommerce
WooCommerceAgentic CommerceCommerce June 11, 2026 · 8 min read
Agent Readiness
Agent ReadinessAI AgentsCloudflare June 11, 2026 · 7 min read
Agentic Commerce
Agentic CommerceCommerceAI Agents June 11, 2026 · 9 min read
Comparison
ComparisonAI VisibilityTools June 11, 2026 · 9 min read
AI Visibility
AI VisibilityToolsComparison June 11, 2026 · 10 min read
AI Agents
AI AgentsBotsTroubleshooting June 11, 2026 · 8 min read
AI Search
AI SearchBrandAEO June 11, 2026 · 8 min read
Bots
BotsStrategyPublishers June 10, 2026 · 9 min read
AI Agents
AI AgentsAgentic WebCommerce June 10, 2026 · 9 min read
WebMCP
WebMCPAI AgentsCommerce June 5, 2026 · 11 min read
AI Search
AI SearchAttributionAnalytics June 5, 2026 · 10 min read
llms.txt
llms.txtGuideAI Search June 5, 2026 · 9 min read
Comparison
ComparisonProfound June 5, 2026 · 12 min read
WebMCP
WebMCPShopifyCommerce June 5, 2026 · 10 min read
Bots
BotsStrategyGPTBot June 5, 2026 · 10 min read
llms.txt
llms.txtWordPressHow-to June 5, 2026 · 9 min read
llms.txt
llms.txtShopifyHow-to June 5, 2026 · 9 min read
Schema
SchemaAI SearchHow-to June 5, 2026 · 9 min read
AEO
AEOContentPlaybook June 5, 2026 · 9 min read
ChatGPT
ChatGPTAEOPlaybook June 5, 2026 · 11 min read
AI Search
AI SearchStrategyConversion June 5, 2026 · 10 min read
AEO
AEOAI SearchGuide June 5, 2026 · 8 min read
Comparison
ComparisonGoogle Analytics June 3, 2026 · 6 min read
Comparison
ComparisonCloudflare June 3, 2026 · 11 min read
Analytics
AnalyticsAttribution May 28, 2026 · 7 min read
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You don't need a full Ahrefs or Semrush plan for AI visibility; both sell it as add-ons. When that pays off, and when a dedicated tool wins. Read post →
Google's OKF is a markdown+YAML spec for packaging AI-readable knowledge. How it relates to llms.txt, AGENTS.md, CLAUDE.md, and the context-layer stack forming around AI agents. Read post →
Visa just plugged its payment network into ChatGPT. How agent purchases work end-to-end, and the three gaps keeping most sites out of agentic commerce. Read post →
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