How to Optimize for Microsoft Copilot
Most advice on how to optimize for Copilot is really just repackaged Google GEO advice with the logos swapped, and that is why it…
Category: <span>Guides</span>
How-to guides, explainers, and checklists for ranking in the AI era.
How to Optimize for Google AI Mode (Without Guessing)
Most advice on how to optimize for Google AI Mode collapses into two lazy instructions: publish more content and add more schema. Both miss…
How to Optimize for Perplexity AI: The Citation Playbook
Most advice on how to optimize for Perplexity collapses into a single lazy instruction: “write clear, structured content and add schema.” That’s not wrong,…
Brand Entity SEO for AI Answers: Getting Named, Not Just Ranked
Most advice on getting cited by AI treats it as keyword SEO with a new coat of paint — publish more, add schema, wait.…
Entity Consolidation for AI Search: Stop Fragmenting Your Brand
Most advice on entity consolidation stops at “add sameAs schema and get a Wikidata entry,” as if entities were a checkbox. They aren’t. An…
Content Chunking for LLMs: A Practical Guide to Getting Retrieved
Content chunking for LLMs is usually taught as a plumbing problem — pick a token size, add some overlap, ship it. That framing is…
Passage Optimization for AI: Writing Chunks a Model Will Actually Cite
Most teams still optimize the page. AI systems retrieve the passage. That mismatch is why a page can rank in classic search, read beautifully…
Do Backlinks Still Matter in AI Search?
The confident take you keep reading is that backlinks in AI search are dead — that language models “understand content directly,” so link equity…
AI Search Trust Signals: What Actually Earns Citations
Most advice on ai search trust signals collapses into the same tired checklist: add schema, write an FAQ, publish an llms.txt file, and wait…
The Attribution Gap in Agentic Search: Where Your Credit Disappears
Most teams first meet the attribution gap as a mystery in their dashboard: organic and paid are flat or down, revenue is holding, and…