Blog · AAO field notes
How AI agents read the web.
Practical writing on AI Agent Optimization. How ChatGPT, Claude, and Perplexity see your site, what they miss, and the fixes that actually move the needle.
June 16, 2026
llms.txt Examples: 6 Real Files, Annotated
Six real llms.txt examples from Anthropic, Cloudflare, Vercel, Stripe, Cal.com, and Supabase, annotated. Plus the format spec and a starter template.
June 15, 2026
Shopify ChatGPT Integration: Merchant Guide
Shopify's ChatGPT integration is on by default, but visibility isn't. Eligibility checklist, product data fixes, and how to verify you show up.
June 14, 2026
10 Best LLM Rank Trackers (2026)
Vendor-neutral list of 10 LLM rank trackers with prices checked June 2026. Coverage, refresh cadence, and which vendors hide pricing.
June 13, 2026
GPTBot: What It Is and How to Control It
GPTBot is OpenAI's training crawler. Get the user-agent string, robots.txt syntax, log checks, and a 2026 framework for deciding whether to block it.
June 8, 2026
Ecommerce GEO: A Working Playbook for 2026
Ecommerce GEO playbook for DTC. Signals that move citation share, how to measure inclusion without a vendor tool, agent-as-buyer angle.
June 7, 2026
AI Agents for E-Commerce: A Buyer's Map
AI agents for e-commerce in five categories — support, sales, ops, discovery, plus the agents arriving as buyers nobody else covers.
June 6, 2026
llms.txt Best Practices: 2026 Practical Guide
Best practices for writing an llms.txt file in 2026: what to include, what to skip, and verified real-world adopter patterns from Anthropic to Stripe.
June 5, 2026
How Generative AI Is Changing Brand Visibility
Three measurable shifts generative AI creates in brand visibility, what they break in classical measurement, and what execs should change this quarter.
June 4, 2026
Agentic SEO in 2026: Two Definitions, One Pick
Agentic SEO means two things: AI agents doing SEO work, or SEO optimizing for AI agents. Definitions, contrast, and which to focus on.
June 3, 2026
AI Citations vs Google Rankings in 2026
Only 38% of AI Overview cited pages also rank in the top 10 (Ahrefs). What that breaks for traditional SEO, why it broke, and five fixes that work today.
June 2, 2026
Why Monitor Brand Mentions in AI Search
Five concrete business consequences of leaving AI brand mentions unmonitored, plus a decision framework for whether your business needs to.
June 1, 2026
AI Brand Tracking: A 2026 Operator Guide
AI brand tracking now means watching how ChatGPT, Perplexity, and AI Overviews describe your brand. Concept, four surfaces, three metrics, starter plan.
May 31, 2026
How to Monitor Brand Mentions in AI Search
Best ways to monitor brand mentions in AI search — a weekly 30-minute workflow with 12 prompts, Google Sheet template, and alert thresholds.
May 30, 2026
How to Rank in ChatGPT Search (2026 Guide)
How to rank in ChatGPT Search: a step-by-step guide. ChatGPT doesn't rank pages — it cites them. Here's how citations work and how to become one.
May 29, 2026
10 Best ChatGPT SEO Tracking Tools 2026
Best ChatGPT SEO tracking tools evaluated across the same prompt set — neutral matrix of 10 platforms, citation behavior and where each falls short.
May 28, 2026
10 Best Google AI Mode Tracking Tools 2026
Best AI Mode tracking tools for Google's new generative search surface — neutral matrix of 10 platforms, citation coverage and what each does best.
May 27, 2026
LLMO Explained: A 2026 Practical Guide
What LLMO actually means in 2026, how it differs from SEO/GEO/AEO, and a 3-pillar framework (Index, Cite, Convert) for content teams.
May 26, 2026
10 Techniques to Boost AI Search Visibility
Ten implementation-level techniques for boosting visibility in AI search algorithms. Each maps to a specific fix, time budget, and expected lift.
May 21, 2026
How to Optimize for AI Overviews: Playbook
An iterative optimize-measure-iterate playbook for Google AI Overviews. Each tactic mapped to citation-rate impact. Free measurement template included.
May 20, 2026
Brand Visibility in AI Search: 12-Week Plan
12-week DTC playbook to improve brand visibility in AI search engines. Schema, prompts, content rhythm, monitoring. Built for under $50M revenue brands.
May 19, 2026
What Triggers an AI Overview: E-Commerce Cut
Which e-commerce queries trigger Google's AI Overviews and which don't. Product, category, and comparison patterns with verified SE Ranking data.
May 18, 2026
How to Structure Content for Google AI Overviews
Structural patterns Google's AI Overviews cite: heading layout, paragraph length, schema, list rules. Copy-paste templates for DTC and SaaS pages.
May 17, 2026
Optimize Website for ChatGPT: 8 DTC Checks
Eight checks every DTC merchant should run to get cited by ChatGPT: crawler access, schema, reviews, structure. Plus what doesn't move the needle.
May 16, 2026
Top AI SEO Agencies 2026: Honest Comparison
9 AI SEO agencies compared on what they deliver for DTC and SaaS. Methodology, pricing, weak spots — plus Crawloria's own honest listing.
May 15, 2026
AI Commerce May 2026: UCP, OpenAI, Mastercard
Agentic commerce May 2026: UCP Council expansion, ChatGPT retailer-app pivot, Mastercard Agent Pay on Copilot, Visa Trusted Agent Protocol.
May 14, 2026
AI SEO vs Traditional SEO: What Changed in 2026
AI SEO vs traditional SEO compared across 6 dimensions: ranking signals, content, measurement, ROI, tooling. What's genuinely new vs rebrand.
May 12, 2026
11 Best LLM SEO Tools for 2026: Honest Comparison
11 LLM SEO tools tested across ChatGPT, Claude, Perplexity, Google AI Mode. Pricing, what each does best, where each falls short. Vendor-neutral.
May 10, 2026
AI Shopping Monitoring for Shopify: 2026 Guide
How DTC Shopify merchants can monitor ChatGPT, Perplexity, AI Overviews, Gemini visibility. Checks, tools, the 4 blockers we keep finding.
May 8, 2026
AEO vs SEO: 5 Fundamentals That Still Work in 2026
AEO didn't replace SEO. 5 fundamentals — sitemap, canonical, OG, internal links, title/meta — still feed ChatGPT, Claude, Perplexity, AI Mode.
May 8, 2026
How to Show Up in AI Overviews: 2026 Playbook
How to rank in Google's AI Overviews: the eligibility floor, four signals that move the needle, and the failure modes we keep finding in audits.
May 7, 2026
GPTBot, ChatGPT-User, OAI-SearchBot: 4 Classes
4 classes of AI bots crawl your site: training, indexing, real-time fetchers, and autonomous agents. How to configure robots.txt + WAF for each.
May 6, 2026
llms.txt Explained: Who Uses It and Why
What llms.txt is, who reads it (Anthropic, Cloudflare AutoRAG, Mintlify), and a decision tree for whether your site needs one.
May 5, 2026
Cloudflare Bot Fight Mode Blocks AI on Shopify
Cloudflare Bot Fight Mode 403s GPTBot and PerplexityBot on Shopify by default. Find and fix the 5 WAF settings behind it.
May 5, 2026
7 Strategies for Brand Visibility in AI Search
The most effective strategies for AI visibility in ChatGPT, Perplexity, and Google AI Overviews — plus the mistakes that don't move the needle.
May 4, 2026
Shopify ChatGPT Checkout: 5 Walls Blocking AI Agents
ChatGPT Operator, Claude for Chrome, Perplexity Comet abandon Shopify checkouts before payment. 5 settings cause it. 4 are config you can change today.
May 2, 2026
ChatGPT Not Showing Your Site? 9 Causes & Fixes
If your site doesn't appear in ChatGPT search or get recommended by Operator, the cause is almost always one of these 9 fixable issues.
May 1, 2026
How AI Agents See Your Site: 1568-Pixel Rule
AI agents like Claude Computer Use see your site at 1568px max - half the resolution you designed for. 7 elements disappear. Here's how to fix it.