The Stale Listings Problem
When you read about an event online, have you ever called, just to make sure it’s actually happening? We have too.
What we found
Some websites label their events for search engines. One in four of those is telling them old news: 24.0% (95% range 22.2% to 25.9%) still list an event that ended over a month before we looked. That is about 2,101 of 8,746 sites, and 10.7% of all dated listings.
Old news keeps. The median stale listing was 322 days gone.
It keeps up appearances, too: 63.9% still said "scheduled."
Most sites skip the labels entirely. Only about 1 in 180 uses them.
The kinder number
We re-read 275,901 sites busy posting events. Busy calendars are tidier: 8.8% (95% range 6.7% to 11.1%) of sites, 3.8% of listings, 136 days over at the median, 65.9% still "scheduled." We chose them for having current events, so the number flatters. Quote both.
Who keeps the oldest calendar
Venues: bars, restaurants, music, theater, museums, galleries, breweries. It is not a prize.
How we counted
SuumerBot saved pages from 1,607,742 US venue and group websites between September 30, 2026 and October 21, 2026. It obeys robots.txt, logs in nowhere and climbs no walls. From 9,600 sites drawn at random, we checked each label's date against the moment we saved the page: 15,050 listings on 1,557 sites. The deeper read: 14,198 listings on 638 of 6,000 sites.
A listing is over only if it ended 30 days before we read it and more than a week before that month began, so a calendar still showing last month's final days gets a pass. Sports, repeating schedules and archives are left out. Dates are read in the earliest US time zone, so time zones never help us. Ranges come from 300 random redraws. Re-computed October 30, 2026.
What this does not show
We count the labels pages give machines, not what visitors see. We read 30 stale cases by hand:
It is one US-wide snapshot, not one city or every week. A stale "scheduled" means nobody updated it, not that anybody meant to mislead.
Why it matters
More people ask an AI "what's on tonight?" One that trusts these labels can send you to a night that already happened. Every Suumer listing shows the date we last checked it.
Free to quote; credit Suumer. Questions: [email protected].
