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On-page SEO checklist 2026: 8 checks before you publish
On-page SEO covers what you control on the page: titles, meta, headings, links, images, schema. Pre-publish checks, what AI search changed, and keyword use.
Off-Site AEO: Why AI Won't Cite Your Flawless Site
AI search reads communities, reviews, video, and media alongside your own site. Why a flawless site still goes uncited, and how to map off-site sources.
llms.txt Setup Guide: robots.txt, Templates, and Impact
Unlike robots.txt, llms.txt acts as a content signpost. Six steps and a template, real data on AI citation impact, and when to make it a priority.
llms.txt Is a Signpost for AI Agents, Not a Ranking Button
llms.txt doesn't affect rankings. It's a signpost that helps AI agents understand and act on your site. What Lighthouse checks, and what to expect and prepare.
Intent-based keyword research in 6 steps
Intent-based keyword research sorts search intent into four types first. Volume vs. intent, whether to chase low-volume long-tail terms, and a 6-step process.
5 signals for keyword expansion beyond volume and difficulty
Volume and difficulty aren't enough to pick keywords. Score candidates on buyer proximity, performance gap, topic depth, AI citability, and search realism.
How to get cited by AI: 7 practical steps
Getting cited by AI takes definition sentences, structured data, inline citations, and trust signals, in order. Where to start, and what to do if it fails.
Cut LLM Misclassification with Hierarchical Classification
Let AI judge concrete categories and let code map them to abstract parent concepts, and LLM misclassification drops sharply. Why direct abstract labels fail.
10 Copywriting Psychology Principles: Loss Aversion and More
What copy works on hesitant buyers? Ten persuasion principles, from loss aversion and anchoring to social proof and reciprocity, with examples and words.
What GEO doesn't need: llms.txt, AI schema, AI-only style
Google is clear: GEO is not new magic but an extension of SEO basics. Is llms.txt required, is there AI-only schema, and how do you check agency claims?