Before you greenlight a video budget for "AI visibility":
A peer-reviewed test of 7 techniques on 9 AI engines put images/video/embeds among the 3 weakest — "only marginal improvements."
The winner: short, self-contained text passages. 50%+ exposure.
https://t.co/k8MKowse8T
The difference between a passage AI quotes and one it skips:
❌ "This is the most reliable option."
✅ "Air layering is the most reliable method for woody-stemmed plants."
Same fact. One stands alone once lifted. One doesn't.
AI quotes passages, not pages:
"Why won't ChatGPT cite my site?" hides two problems with opposite fixes:
1. Retrieval — you're never in the candidate set (trust/indexing). 99.78% gets filtered here.
2. Selection — you're read, but nothing's quotable (passage structure).
Is internal linking "the most overlooked signal in AI retrieval"?
A peer-reviewed study tested 7 techniques on 9 AI engines. Internal links: bottom three. "Only marginal improvements."
Winner: short, self-contained passages — 50%+ exposure.
https://t.co/TVHRBB2d1m
A 2026 study tested 9 AI search engines against 1,000 SEO tricks.
99.78% got filtered out before the model even read them.
The one thing that got pages CITED: short, self-contained, quotable passages.
Breakdown 👇
https://t.co/tnhbzW83S5