The practice behind Danton is Citadel Digital: 26 years of search and GTM practice, since the first AdWords auctions. We do not say that as a boast. We say it because it is a dataset. It means we have watched buyers migrate five times: to search ads, to organic search, to social, to mobile, and now to answers. Same movie, five screenings, and by now we know the plot by heart. Buyers move first. Measurement moves last. In the gap between those two, the panicked buy tools and the disciplined reprice their assumptions. One lesson per migration, then a word on why the fifth one is stricter than the rest.
Search ads: mispriced attention corrects fast
In the first auctions, clicks in serious commercial categories went for pennies. We watched clients split into two camps almost overnight. One camp found paying for clicks vaguely beneath them, a fad for people who could not do real marketing, and waited for it to pass. The other camp quietly bought their category's intent for lunch money, and by the time the first camp came around, the auction had repriced and the early movers were working the pipeline. The lesson has not changed in 26 years: when a new channel opens, the price of attention is briefly wrong in your favor, and a window is not a metaphor. It is a market inefficiency, and markets correct.
SEO as a service: the deliverable is not the outcome
Then organic search became an industry, and we grew up inside it, so we say this with some self-knowledge. That era taught us to distrust artifacts. We watched clients celebrate ranking reports full of green arrows for terms no buyer ever typed, and we watched retainers renew on the strength of those arrows whether or not revenue moved. The clients who did well were the ones who asked one impolite question in every review: what did the business get. Rankings are an artifact. Deliverables are an artifact. The outcome lives in pipeline, and any measurement that stops short of pipeline will eventually be gamed, mostly by people who mean well.
Social: loud is not the same as decisive
When social arrived, the panic buying began in earnest: publishing tools, community managers, follower targets written into quarterly plans. We watched B2B brands chase audiences in places their buyers went to avoid thinking about work, and celebrate reach that never met a buying committee. The disciplined ones asked a quieter question: where does our buyer actually form opinions? The answer was usually somewhere small. A trade forum, a peer group, a dinner. Tiny reach, enormous influence. Presence is not distribution, and volume is not decision-share. Every migration since has rewarded the companies that follow the decision rather than the noise.
Mobile: a new surface changes the buyer
Mobile was supposed to be a formatting problem. We watched teams shrink their desktop sites, pass the responsive audit, and file the migration under done, while their buyers changed underneath them: shorter sessions, research in stolen moments, decisions assembled across a dozen small windows of attention instead of one long one. The teams that treated mobile as a new buyer rather than a smaller screen rebuilt around the behavior and pulled ahead for years. The interface is never just the interface. When the surface changes, the buyer changes, and your assumptions are due for a reprice whether you schedule one or not.
Four migrations in, the pattern was impossible to miss. The buyer moves early and quietly, while the metrics still look fine. The measurement stack catches up years later, usually after a budget cycle forces the question. In between, vendors sell relief from panic, and the winners are the ones who treated the migration as a repricing event: of attention, of channels, of what proof is worth.
Answers: the fifth screening
Now buyers ask assistants and receive synthesized answers, often without clicking anything, and we are watching the same film again. Buyers moved first: evaluations are forming inside AI conversations this quarter, in your category, whether or not anyone on your team has looked. Measurement is moving last: most dashboards still count sessions while the decision happens off-property. The panicked are buying AEO tools before they can say what the tools should measure. The disciplined are repricing assumptions: what a visit is worth, where the funnel starts, what presence means when the buyer never lands on your site. AI search optimization is, structurally, the same discipline we have carried through four prior migrations, which is the only reason we trust ourselves to say what is different this time.
Why the fifth is stricter about proof
Every prior migration left room for bluff. You could rank with bluster in the early organic days. You could buy an audience in the social years. A confident retainer could dress activity up as progress for a long time. The answer layer is the first migration where the medium itself cross-examines you. Models synthesize across sources, weigh claims against each other, and quietly drop whatever nothing corroborates. Vague positioning does not get cited. Superlatives without evidence do not get repeated. What survives is specific, attributable, published proof: the same fundamentals we have argued for through every cycle, finally enforced by the channel instead of merely rewarded by it. The fundamentals did not change on the fifth migration. The tolerance for pretending did, and we find that we do not miss it.
If you are staring down the fifth migration and would rather compare notes with people who worked the first four, we are easy to reach.