Short answer: A feature page should state what works now, for whom, on which plan or version, and when that statement was checked. A release note can explain what changed, but it should not be the only place a new buyer can discover the current answer.
Suppose a SaaS product adds CSV export for one plan, while SSO remains in a beta for selected accounts. A page that says “Export and SSO available” compresses two different truths into a sentence an AI answer or a human reader can easily misapply. Make the conditions part of the visible answer, not a footnote added after a complaint.
Build an answer record before a marketing claim
For each high-stakes capability, keep a small source record: capability name, current state, eligible plan, region or platform limits, setup requirements, last verification date, and the product owner who confirmed it. A public page can turn that record into ordinary language: “CSV export is available on Team and Enterprise plans. SSO is in a limited beta; request eligibility from sales.” The exact example is illustrative, not a claim about ARCHV or another named product.
The page should answer one buyer question directly, then show the constraints that could change the answer. Google's guidance for generative AI search emphasizes original, useful, non-commodity information and clear technical structure. Bing's AI Performance guidance says clear headings, tables, and FAQ sections can make information easier to reference accurately. Neither source says a template, word count, or special schema guarantees a citation.
Make updates real, not cosmetic
When the feature changes, update the answer and the places that point to it: pricing table, onboarding, sales deck, help center, and any public comparison. Show a “last checked” date only when someone actually verified the capability. Google recommends prominent, accurate publication or update dates and warns against dates that describe an event rather than a page update. Google's byline-date guidance also says a date alone does not guarantee a displayed byline.
If the old statement was material, keep a concise change note: what changed, when, and for whom. If a feature is on a roadmap, mark it as unavailable now. Do not turn a private beta into a general product promise to make a page sound complete. The owner can review support tickets and sales questions to learn which exceptions people actually miss.
Measure accuracy separately from visibility
Ask a person outside the product team to answer a concrete question from the public page: “Can a Team customer export audit logs today?” Compare their answer with the owner's source record. Repeat after a release. If Bing Webmaster Tools has enough data, its AI Performance report can show cited URLs and sampled grounding queries; citation counts do not establish answer accuracy, ranking, or sales impact. Check the actual answer context before claiming success.
ARCHV can structure a product explanation and its update workflow within a website or digital product project. The product team must verify capability truth. Share the maintained source records and intended page owners through the website estimate; our website process scopes content, functions, and handover explicitly.