A growing share of product research now starts in an answer engine rather than a search box. The output is not ten links — it is a paragraph, sometimes with two or three sources named. Being one of those sources is a different problem from ranking, and it rewards different things.
Most of what works is unglamorous and overlaps with good technical SEO. Some of it does not, and a few widespread habits are actively disqualifying.
How is this different from ranking?
A search engine ranks pages against a query and shows a list. The visitor picks. An answer engine reads several pages, composes an answer, and cites a few. Nobody sees the list.
That changes what a page has to do. Ranking rewards a page that is comprehensively about a topic. Citation rewards a page that states a specific, checkable fact in a form that can be lifted cleanly into an answer. A page can rank well and never be quoted, because everything on it is hedged, or buried in a paragraph that only makes sense in context.
What makes a page quotable
Answer the question near the heading. A section headed with a question should answer it in the first sentence beneath, then explain. Answer engines extract passages, and a passage that begins with the answer survives extraction. A passage that builds to the answer over four paragraphs does not.
Be specific and be willing to be wrong. "Shopify Payments is not available in every market" is quotable. "Payment availability varies by region" is not — it contains no information. Hedged, unfalsifiable copy is the single biggest reason marketing pages get skipped in favour of forums.
Keep facts in one place. If your shipping terms appear in three slightly different versions across the site, a model reading you finds a contradiction and resolves it by using a different source.
Structured data is doing more work now
Structured data used to be about rich results. It is now the most reliably machine-legible part of any page — the part that says in unambiguous terms what a thing is, what it costs, whether it is available, who wrote this and when.
For a store, that means product markup that matches the page exactly, organisation markup that states who you are, and article markup on content with real publication dates. A glossary of terms marked up as definitions is unusually well suited to this, because a definition is exactly the shape an answer engine wants to quote.
The corollary is that contradictions cost more than they used to. Markup that says one price while the page says another is not a small technical debt any more.
The habits that exclude you
Content that exists only after JavaScript runs. Answer-engine crawlers are less patient than search crawlers about rendering, and a product page whose specifications only appear after a client-side fetch may be read as a page with no specifications.
Blocking the crawlers without deciding to. Several answer engines use their own named crawlers, and a robots file copied from a template years ago may be excluding them. This is worth checking deliberately — it is a decision, and it should be a conscious one either way.
Undated content. A page with no visible publication or update date is hard to weight against a dated competitor, and "is this current" is a question models are cautious about.
Marketing copy with no facts in it. A services page that says you are passionate about growth gives a model nothing to quote. One that says what you do, for whom, at what price, in what timeframe, gives it several things.
What to actually do first
Fix contradictions before adding anything. One accurate price, one set of shipping terms, one description of what you do, repeated consistently, beats three well-written pages that disagree.
Then restructure your highest-value pages so each section answers a question in its first sentence. This costs editing time rather than development time and tends to improve the pages for human readers too.
Then publish the reference content nobody else in your category has bothered with — definitions, comparisons, the specific numbers. Answer engines reach for reference material, and most e-commerce sites publish none.