Put a date on your launch page, and keep it honest
AI answer engines lean toward recent sources, and AI tool facts rot within months. This post argues that a visible, accurate date is one of the cheapest improvements a maker can make to a launch page, and explains why faking freshness costs more than the stale date it hides.
By the Launchelion team
Two things are true at once. AI tool information goes stale unusually fast, and the systems that summarize the web lean toward recent sources. A page with no date is therefore both harder to trust and easier to skip, and adding one takes a minute.
Launch pages are the worst offenders. They are written once, in the week they matter most, and then left in place for two years while the pricing changes twice, the model behind the product is replaced, and the roadmap section quietly becomes fiction.
The evidence on recency, with its own date attached
Ahrefs published a study on 2025-07-28 covering 16.975 million citations, which found that URLs cited by AI assistants were younger than organically ranking URLs, with a median age of 1,064 days against 1,432 days, and that the gap was largest for ChatGPT at 458 days younger. Google's AI Overviews were the exception, citing pages a little older than the organic baseline.
That study is itself now a year old, which is exactly the point of naming its publication date. A freshness finding quoted without its own date is the most self-defeating citation in this field.
Dated content is not the same as fake freshness
Seer Interactive measured a 30% month-over-month drop in ChatGPT citations to listicles between December 2025 and January 2026, and noted that the pages which grew instead shared recency, comprehensiveness, external validation and structure. Recency was one property among several, not a trick that works alone.
The failure mode is a page that bumps its date every week without changing a word. It teaches every system that reads your site to ignore your dates, and it means the one time you genuinely rewrite the page, nobody registers it.
What a maker should date
Move a date only when the content changed in a way a reader would notice. That single rule is the whole policy.
- The pricing page, because it is the fact most often quoted about you and most often changed.
- Any page naming a model, since model names change several times a year.
- The changelog, with real entries and real dates rather than a marketing timeline.
- The launch date itself, which should never be rewritten to look newer.
Why we do not reset launch dates here
A launch leaderboard's only durable asset is the accuracy of its dates. If a listing could be refreshed into looking new, the archive would stop being a record and become a marketing surface, and every survival or timing question anyone asks of it would return a fabricated answer.
So the recorded launch date stays as it was, listings can be updated freely, and a genuinely new version is a new launch rather than a rewritten old one.
The same discipline is worth adopting on your own site, for a selfish reason rather than a moral one: the first time you can point at a page and say this changed on this date and here is what changed, you have something a repeated freshness bump can never buy.