How long do classifieds listings stay online? An analysis of 94,227 listings

30 days of public listing data: electronics sell fastest, services slowest, and photos matter (sample analysis).

  • Data analysis
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  • Data collected: –

Sample content: placeholder text for layout review. Names, numbers and claims are not real.

How fast do second-hand listings sell, and does the asking price matter? We collected 94,227 public listings from a classifieds platform over 30 days and measured how long each stayed online.

Key findings

  • Electronics listings were removed fastest: median 18.4 days online (sample).
  • Services stayed longest: median 41.2 days.
  • Listings with a photo were removed 2.1 times faster than listings without one.

Data collection

  • Source: public listing pages only; no login, no personal data, no contact details stored.
  • robots.txt respected; one request every 3 seconds; collection paused on any error or block.
  • Daily snapshots, 2026-09-01 to 2026-09-30, each with a timestamp.
  • Only aggregated statistics are published; the raw snapshot archive is kept for verification.

Results

CategoryListingsMedian priceMedian days online
Electronics41,280$21218.4
Home & garden27,915$6425.1
Vehicles9,630$8,45033.7
Services15,402$4541.2
Table 1. Listings by category, 2026-09-01 to 2026-09-30 (sample numbers).

Limitations

  • Removal does not always mean a sale.
  • One platform and one month only.

Right of reply

The platform was sent this analysis before publication and may reply; any reply will be linked here.

References

  1. Platform public listing pages, daily snapshots (sample)

How to cite

Sample Author (2026). How long do classifieds listings stay online? An analysis of 94,227 listings. Horizon Test Lab. https://horizontestlab.com/en/classifieds-listing-lifetime-analysis/

Disclosures

  • Analysis and writing assisted by AI; data and conclusions verified by the author.
  • The author reports no conflicts of interest.
  • Featured image: Photo: Carlos Muza, CC0, via Wikimedia Commons

Changelog

  • : First version (sample)