Most LinkedIn advice assumes a simple model: you write something good, the algorithm evaluates it, and it decides how many people see it. That model is wrong. Not slightly wrong. Architecturally wrong. LinkedIn’s feed runs on a two-stage pipeline, and the two stages work in fundamentally different ways. One of them reads your post. The … Read more
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
Google Built a Referral Engine That Only Refers to Itself
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
The Wrong Question in AI Search
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
Google’s AI Features Are a Landlord Raising Rent to Infinity
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