GEO & AEO readiness
Heuristic score for whether a page is easy for AI Overviews, ChatGPT, and Perplexity to cite — plus draft FAQ and Speakable JSON-LD. Runs locally.
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Citation readiness
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Not a ranking promise — a structure check for extractable answers.
Enough substance to cite Fix
Paste the page copy you want scored.
Direct answer in the opening Fix
No opening paragraph detected.
Question-shaped headings Fix
No How/What/Why headings or “?” titles. Add 3–6 questions your audience actually asks.
Scannable lists or steps Tighten
Add a numbered how-to or a short bullet list of key points.
Numbers, dates, or sources Fix
No stats, years, or URLs. Unsourced copy is easy for models to skip.
Named entities Fix
Few proper names. Mention the brand, product, people, or places you want associated with this topic.
Short extractable paragraphs Fix
0 paragraph(s), 0 under ~80 words. Models extract better from tight blocks than walls of text.
Need full JSON-LD for the page?
Generate Article, FAQPage, HowTo, and more — then validate it.
Open schema generator →