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.
AEO
AEOContentAI Citations July 17, 2026 · 8 min read
Cloudflare
CloudflareAI BotsAI AgentsNews July 17, 2026 · 8 min read
AI Readiness
AI Readinessllms.txtBot Tracking July 4, 2026 · 10 min read
AI Bots
AI BotsAnalyticsMonetization July 4, 2026 · 9 min read
Monetization
Monetizationx402Cloudflare July 4, 2026 · 10 min read
AI Search
AI SearchBot TrafficAgentic Web July 4, 2026 · 9 min read
AI Bot Traffic
AI Bot TrafficCloudflareAI Crawlers July 4, 2026 · 10 min read
Cloudflare
CloudflareAI BotsNews July 4, 2026 · 9 min read
AI Agents
AI AgentsPricingAgentic Commerce July 4, 2026 · 10 min read
AI Agents
AI AgentsBrowser StandardsAgentic Web July 4, 2026 · 9 min read
AI Agents
AI Agentsllms.txtAI Search June 21, 2026 · 8 min read
AI Agents
AI AgentsBotsAnalytics June 21, 2026 · 7 min read
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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