Research, guides, and thinking on AI-citable content.
Playbooks and research for website and SaaS owners on citation readiness, page structure, and the on-page changes that determine whether AI search tools cite your page — or skip it.
Profound alternative for SaaS founders and website owners
Profound raised $96M at a $1B valuation in Feb 2026 — it's built for the Fortune 500. Here's what to use if you run a SaaS, indie site, or agency and want AI to cite your pages.
Citegrade vs Peec AI: editor vs monitor for AI search visibility
Peec AI tells you if you're cited. Citegrade tells you which paragraph to rewrite to change the answer. Pricing, features, and which to pick for SaaS, agencies, and indie brands.
How to check if ChatGPT cites your website
5 ways to check if ChatGPT, Perplexity, and other AI models cite your website — from manual testing to automated tools. Includes what to do when you're not cited.
What is llms.txt? The complete 2026 guide
The emerging standard that helps AI models understand your website. Spec, examples, and whether it's worth implementing right now.
GEO vs AEO vs SEO: what's the difference in 2026
Three optimization disciplines for three different ways people find content. Definitions, ranking factors, and how to optimize for all three.
9 best AI SEO tools in 2026: tested and ranked
We tested 9 AI SEO tools across content optimization, AI visibility tracking, and citation readiness. Here's how Citegrade, Semrush, Frase, Surfer, Otterly, and others compare.
How to get your website cited by ChatGPT
The 8 on-page changes that make ChatGPT cite your pages — answer capsules, fact density, schema, source attribution. For website and SaaS owners.
7 editorial changes that turn SEO content into AEO content
The 7 specific editorial changes that make existing SEO content win Answer Engine Optimization (AEO) — backed by citation data from 23,000+ AI responses.
LLM-friendly content formats: what ChatGPT, Perplexity & Gemini cite
We analyzed 23,000+ AI citations. Tables win 2.5x. FAQs appear on 47% of cited pages. Lists on 64%. The 6 formats that drive LLM citations — and how to apply each.
How to get featured in Google AI Overviews (2026)
Google AI Overviews now trigger on 48% of searches, up 58% YoY. 76% of AIO citations come from pages in the top 10. Here's the editorial playbook.
How to track AI search visibility: 5 metrics that matter
A practical guide to measuring your brand's visibility in ChatGPT, Perplexity, Google AI Overviews, and Gemini — and what to do with the data.
Why Google rankings don't mean AI citations
Ranking and citing are fundamentally different. We break down the structural and semantic reasons LLMs skip high-ranking pages — and what to change.
How to make your content citable by AI
Step-by-step: how to audit a page, identify semantic gaps, and rewrite for extractability — with before and after examples.
Citegrade vs AI SEO dashboards: editor vs monitor
Most AI SEO products are dashboards that monitor visibility. Citegrade is a tool that fixes the page. Here's a comparison across 10 dimensions.
We helped a SaaS team 3x their AI citations in 60 days
A team running 40+ pages through Citegrade's audit workflow shares their process, results, and the specific fixes that made the biggest difference.
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