Your comparison page won the citation. Your homepage still greets a stranger.
That is the quiet failure of AI discovery for B2B sites. Engines quote the deep pages built for evaluation questions. The buyer who comes looking for you later usually walks in the front door. If that door still opens with a category slogan written for someone who has never heard of you, the handoff dies.
TripleDart's Q1 2026 study of 28 B2B SaaS companies makes the conversion side plain. Across 65,583 sessions referred by major AI assistants, the homepage took 31.9% of the visits and 81.7% of the leads HubSpot could credit to those referrals. Comparison and alternatives pages earned real traffic; they almost never got the recorded lead. TripleDart itself says the session count is a better signal of influence than the 82 attributed leads, because most buyers who saw a brand cited will convert later under another channel.
Michael Semer's October 13 read of that dataset, set beside Ten Speed's September citation study of 7,387 evaluation-stage answers, closes the loop. Product pages, articles, and comparison pages dominate what engines quote. Homepages take a small share of citations and a large share of the later visit. The deep page does its work off-site. The homepage has to finish the conversation.
The citation handoff
Treat AI search as a relay, not a new homepage ranking contest.
- The engine cites a specific page. Pricing, alternatives, product, or a long-form guide answers the narrow question the buyer asked.
- The buyer keeps the name. Many never click the citation. They come back by branded search or direct visit.
- The CRM credits the front door. Single-touch attribution files the lead under the session that carried the referrer or under organic and direct days later.
If you cut comparison programs because they "do not convert," you are reading the wrong leg of the relay. Judge deep pages on the citations and shortlist influence they earn. Judge the homepage on whether briefed visitors convert.
Write for the person who already has a shortlist
A buyer arriving after an AI answer is not cold. They have likely seen your name next to two or three peers, plus a paragraph on fit, price, or risk. The homepage that still says "the intelligent platform for modern teams" answers a question they are no longer asking.
Rewrite the first screen for confirmation, not introduction:
- Restate what you do in the words the answers already use.
- Name who it is for and the outcome that matters in the first decision cycle.
- Put one clear next step beside a path back to the evidence the engines cite.
You have a few seconds. Confirm the shortlist entry, then move them forward.
Wire the front door to the evidence
Briefed buyers still want the detail. Give them one click from the homepage to the comparison, pricing, and product pages that earn citations. Move proof and the primary call to action higher. Keep the explainer sections, but stop making the briefed visitor scroll through a brand story before they can verify what the answer already claimed.
Then change the scorecard. Track AI-referred sessions and homepage conversion of that traffic. Add a simple "How did you hear about us?" field so some buyers will name the assistant even when analytics files them under direct. Do not wait for perfect multi-touch attribution before you fix the page.
This week
Open your category's top buying questions in two AI assistants. Note which of your URLs get cited and what each answer claims about you. Open the homepage in another tab and look for those claims above the fold. If they are missing, rewrite the hero, add one-click links to the cited evidence, and put proof and the next step where a briefed buyer can act without starting from zero.
A homepage built for strangers will keep failing buyers who already did the research. Build it for the briefed visitor, and the citation work finally has somewhere to land.
