GEO & AI-readiness guides
Practical, copy-pasteable walk-throughs for making any website readable to ChatGPT, Claude, Perplexity, Gemini, and MCP clients.
·6 minWhat agent-signup.json defines (and why guest-first wins)
Describe your signup flow so AI shopping agents can decide before hitting a wall. Four models, honest auth inventory, post-purchase activation, ships in 15 min.
ai-agentscommercesignup
·5 minWhy we chose delivery over rankings
A scanner tells you what is broken. A leaderboard tells you where you rank. Neither ships the change. Why we picked fix-file delivery (pack generator, WordPress plugin, Chrome extension) instead of a public leaderboard.
strategydeliveryai-agents
·8 minAgentGrade scanned us and gave B/78%. Here is the real breakdown.
Competitor scanner AgentGrade ran on agentfix.pro and returned Grade B, 32 of 41 applicable. Raw breakdown of what they measured, what 70+ signals maps to on a real site, the nine gaps we closed, and where two scanner methodologies diverge.
ai-agentsscannermethodology
·6 minThree discovery files AI shopping agents look for
A walkthrough of agent-checkout.json, agent-signup.json, and llms-pay.md - the three files AI shopping agents parse to understand what you sell and how to buy it programmatically.
ai-agentscommercediscovery
·6 minAI commerce readiness: six signals that shape how agents book, pay, and sign up
Six machine-readable signals decide whether an AI agent can buy, book, or sign up on your site: form structure, autocomplete, provider fingerprint, declarative flow files, SSO, pricing metadata. Each verifiable in under a minute.
ai commerceagent readinesscheckout
·6 minllms-pay.md: a discovery layer for AI shopping agents
AI shopping agents can find your prices, but they cannot buy. Two-file discovery layer (llms-pay.md + agent-checkout.json), live on agentfix.pro. Draft spec v0.1, open for feedback.
llms-payagent commerceAI agents
·7 minWe sent an AI agent to buy on 4 SaaS. All 4 got lost before checkout.
LLM agent + Playwright + intent=buy on Notion, Linear, Figma, Vercel. Zero purchases. Every one steered into the free-signup funnel. 3-second static scan catches 4/5 failure modes.
agent probecase studySaaS
·6 minAgentFix Scanner Chrome extension: AI-readiness in one click
Grade any page for AI-readiness in one click. Full checklist, live toolbar badge, side panel with fix hints. Free 5 scans/day. Pro $9 lifetime unlimited.
Chrome extensionAI SEOagent readiness
·8 minWe scanned Anthropic, OpenAI, Perplexity and 16 other AI-forward sites. Zero A grades.
19 sites that ship or authored AI agent standards. Avg readiness 54.5%. Zero A grades. One B (Cloudflare). Perplexity F. Three signals 100% still fail.
AI SEObenchmarkcase study
·8 minHow to track AI agent referrals in 2026: separating crawler activity from human clicks
AI traffic is two signals. Crawler hits (GPTBot, ClaudeBot, PerplexityBot) live in server logs. Human clicks from ChatGPT / Claude / Perplexity in GA4.
analyticsGA4AI SEO
·7 minShould you block GPTBot in 2026? A decision framework for allow, throttle, or opt-out
OpenAI ships three separate crawlers (GPTBot, ChatGPT-User, OAI-SearchBot). A per-bot decision matrix by business type, plus copy-paste robots.txt lines.
GPTBotrobots.txtAI SEO
·8 minTilda AI-agent readiness: llms.txt, JSON-LD, and 3 install methods that actually work
Tilda locks file uploads at the root, so /llms.txt is not one-click. Three methods (CF Worker, sub-domain, edge proxy) plus JSON-LD and robots.txt lines.
llms.txtTildaAI SEO
·8 minA2A agent card at /.well-known/agent-card.json: what to publish in 2026
Agent2Agent is how one agent hires another. The minimum viable agent card, skills vs capabilities, auth schemes that work, and two failure modes.
A2Aagent cardwell-known
·8 minMCP server card for your website: what to publish at /.well-known/mcp.json in 2026
MCP is the piece most sites miss from their AI-agent stack. Minimal server card, the three surfaces to expose, plus transport and auth choices.
MCPwell-knownAI agents
·7 minThe /.well-known directory for AI agents in 2026: what to publish and why
Security.txt, OpenAPI, A2A agent-card, MCP hint. The five machine-facing files AI agents probe. Minimal templates and how to verify they land.
well-knownMCPA2A
·9 minAgentFix vs AgentGrade: which AI-agent-readiness scanner should you actually run?
Honest side-by-side of the two active AI-agent-readiness scanners in 2026. AgentGrade grades across a wide matrix. AgentFix ships the missing files.
AgentGradeAI SEOcomparison
·8 minWebflow AI-agent readiness: llms.txt, JSON-LD, and the 3 install methods that actually work
Webflow blocks raw file uploads at the root, so /llms.txt is not one-click. Three methods (CF Worker, edge proxy, sub-domain) plus JSON-LD and robots.txt.
llms.txtWebflowAI SEO
·7 minHow to add llms.txt to WordPress (2026 complete guide)
Step-by-step guide to ship /llms.txt on a WordPress site so ChatGPT, Claude, Perplexity, and Google AI Overviews can cite your content. No plugins required.
llms.txtWordPressAI SEO
·6 minllms.txt for Shopify: make your store readable to AI agents
Shopify ships robots.txt but not llms.txt. Here's how to add it via a theme.liquid edit so AI agents can index your products, collections, and FAQ.
llms.txtShopifyAI commerce
·8 minSchema.org JSON-LD for AI search citations (Organization, WebSite, FAQ)
AI agents lean heavily on schema.org JSON-LD to decide what to cite. Copy-paste templates for the three blocks every site needs in 2026.
schema.orgJSON-LDAI SEO
·6 minrobots.txt for GPTBot, ClaudeBot, PerplexityBot - 2026 complete guide
Most WordPress default robots.txt files silently block AI crawlers. Here is what to allow, what to disallow, and the full crawler list AI agents use in 2026.
robots.txtGPTBotClaudeBot
·10 minGenerative Engine Optimization (GEO): the 43-signal checklist for 2026
GEO is what SEO is becoming. Here are the 43 signals AI agents (ChatGPT, Claude, Perplexity, MCP clients) look for when deciding what to cite from your site.
GEOAI SEOchecklist
Don't want to read the full spec list?
AgentFix scans your site and ships a personalised ZIP fix-pack (llms.txt, schema, A2A, MCP, install guides) for $1 / $29 / $99 one-time.
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