llms.txt: What It Is and Should You Add One in 2026
The pitch for llms.txt sounds too clean to ignore: drop one Markdown file at your site’s root and large language models will suddenly understand,…
Category: <span>Guides</span>
How-to guides, explainers, and checklists for ranking in the AI era.
Query Fan-Out: How AI Search Expands Your Query
The reason your page can rank on Google yet never appear in an AI answer usually comes down to query fan-out — the step…
AI Share of Voice in Answers: How to Measure It
Knowing you get cited by ChatGPT sometimes feels like progress until you learn a competitor gets cited every single time — which is why…
Brand Mentions AI Search Reads as a Ranking Signal
For twenty years SEO taught us that a mention without a link was worthless — no equity passed, no ranking benefit, move on. That…
LLM Seeding: Getting Your Brand Into AI Answers
Sold as a shortcut, LLM seeding gets pitched like a growth hack — plant your brand across the web, wait for ChatGPT to start…
How to Measure GEO Performance in 2026
Most teams try to measure GEO performance the way they measured classic SEO — one keyword, one ranking position, one screenshot — and then…
Best AI Visibility Tools for 2026
A year ago, “how often does ChatGPT recommend us?” was an unanswerable question. Now it’s a product category. AI visibility tools — also called…
How to Run an AI Citation Audit
You audit your backlinks, your rankings, and your site’s technical health — but you’ve almost certainly never audited whether AI answers cite you, and…
AI Citations: How to Get Cited by AI Answers
There’s a difference between being mentioned by an AI and being cited by one, and most brands chase the wrong one. AI citations are…
How to Track AI Mentions of Your Brand in 2026
Your brand is being discussed in conversations you’ll never see. Every time someone asks ChatGPT, Gemini, or Perplexity about your category, a model decides…