Search is no longer a directory. It’s an answer interface. Buyers ask a question and get a conclusion—often without visiting a website.That changes competition. You can have the best product and the cleanest positioning and still lose the moment of decision if you don’t appear inside the answer. Evaluation now happens upstream, in the generated response. If you’re absent there, you’re not being considered.
Traditional search spread attention across a page. Answer engines compress attention into a few sources and a few brands.That compression creates defaults. The brand that appears consistently becomes the “known” option. The brand that doesn’t becomes the risky option—then the invisible one. If you want AI search visibility, you don’t optimize for a position on a page. You win selection inside the answer.
Answer engines reuse what they can trust. They cite what’s clear, attributable, and defensible. They avoid marketing without proof.Cite-worthy is a standard: direct answers over vague claims, consistent terminology over shifting labels, specifics over superlatives, and proof that holds up against other sources. If the system can’t repeat you confidently, it will repeat someone else.
Being cite-worthy is about what you say. Being machine-legible is about the clarity of who you are.Answer engines build an internal model of your brand from your site and the broader web: what you do, what you’re known for, and when you should be included. When your identity is fragmented or your facts conflict, confidence drops—and selection drops. Machine-legible brands make retrieval easy: one clear category, crisp differentiators, stable entities, and consistency everywhere.
Traffic used to be a proxy for influence. AI search breaks that link. Decisions can be shaped without a click, and lost without showing up in analytics.The scoreboard now is presence inside answers: where you appear, how often you’re cited, and whether the system describes you accurately for the queries that drive revenue. If you only measure after the click, you miss where decisions are made.
Wythe exists to win selection inside the answer interface.We manage three outcomes: Inclusion. Citations. Accuracy. We measure these across revenue-driving queries, benchmark against competitors, find what prevents consistent selection, then restructure your public footprint so answer engines can retrieve you, trust you, and represent you cleanly.The result: higher answer inclusion, stronger citation share, and fewer wrong summaries—at the moments buyers decide.

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