LinkedIn’s content retrieval system enforces a hard 30-day window: after that, even your best-performing post is removed from the index entirely, making consistent publishing a structural requirement rather than a best practice. Something strange happens to LinkedIn posts around day 31. A post that was still generating comments, still getting shared, still doing real work … Read more

LinkedIn,

The Short-Form Trap: 51-to-1

Marketing Baby

Long-form content dominates AI citations by a 51-to-1 margin, but short-form is growing fast — and the right move isn’t as obvious as the data makes it look. A YouTube Long Video generates 51 times more AI citations than a YouTube Short on the same platform. LinkedIn Articles outperform LinkedIn Feed Posts nearly 6 to … Read more

GEO, long-form, short-form, youtube

SEO

Google Built a Referral Engine That Only Refers to Itself

Marketing Baby

Google’s AI Mode now cites itself in 17% of responses, tripling in nine months, and most of those citations just point users back to another Google search. SE Ranking analyzed 1.3 million citations in Google’s AI Mode responses. The finding that should stop every organic growth practitioner mid-scroll: Google.com is the most cited domain, accounting … Read more

AI overviews, Google, SEO

The Wrong Question in AI Search

Marketing Baby

While B2B content teams debate which AI platform to optimize for, the more urgent question is who’s actually in the retrieval set for their category — and the answer is rarely them. Most B2B content teams are now running some version of the same audit. They’re asking which AI platform to optimize for, mapping their … Read more

SEO

Google’s AI Features Are a Landlord Raising Rent to Infinity

Marketing Baby

Every platform eventually recaptures the value it let you borrow, and Google’s AI features are just search finally completing the same arc Facebook, Twitter, and every other channel completed years ago. In 2014, Facebook told brand pages the party was over. Organic reach, which had been hovering around 16%, dropped to 6%, then 2%, then … Read more