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Possible Metadata Optimization Abuse on Marketplace
This report was requested by Juniper Linden (please refer to Eliza Linden as well) on the Web User Group Meeting held on July 1st 2026. IMPORTANT A video with listings performance tests can be found on my personal drive: https://drive.google.com/file/d/10e_BRF7HLOZr55Zfb5FNi6WNrC6oXCgl/view?usp=sharing During my Marketplace research, I observed a pattern that I believe deserves investigation. Based on controlled search experiments, product Titles, Features, and Keywords appear to have a much stronger influence on discoverability than the actual quality or relevance of the product itself. As a result, I believe the current system may unintentionally encourage creators to invest more time in metadata optimization than in improving the products themselves. What I observed Through my testing, I found that a merchant can improve visibility by: Using titles that contain multiple exact-match search terms. Adding extensive keyword lists covering many search variations. Repeating relevant terms in the Product Features section. This appears to create an incentive where understanding Marketplace search mechanics becomes just as important (or sometimes more important) than creating the best product. Why I think this matters As a creator, I would much rather spend my time improving my products than learning how to optimize metadata. Ideally, Marketplace should encourage creators to invest in: Better products Better documentation Better customer experience Innovation Instead, the current incentives may encourage creators to become experts in metadata optimization. From my perspective, this affects both buyers and creators: Buyers may receive results that are optimized for search rather than relevance. Creators who focus primarily on product quality may become less discoverable than those who focus on metadata optimization. I'm not suggesting that metadata should be ignored, it is an essential part of search. Rather, I believe it would be worthwhile to review the balance between metadata signals and other relevance signals, so that Marketplace rewards the behaviors Linden Lab ultimately wants to encourage. In my view, every search algorithm is also an incentive system. The behaviors that Marketplace rewards today will naturally shape how creators choose to spend their time tomorrow.
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Marketplace
Marketplace reports: Views / Search Impressions / Listing Enhancement Impressions stopped counting ~2026-07-01 (clickthroughs unaffected)
Store: Meg - Scripted Essentials (merchant 385491). Every impression-type counter in the merchant reports stopped incrementing on or about 2026-07-01. Sales/order counts and clickthrough counts are unaffected, and the reports themselves generate and render fine. STEPS TO REPRODUCE Go to https://marketplace.secondlife.com/merchants/385491/reports/listing_enhancements Look at an active Category Landing Page enhancement. Actual values today (2026-07-15): Enhancement A - Impressions (Day/Week/Month): 0 / 0 / 40060, Clickthroughs (Day/Week/Month): 0 / 9 / 69 Enhancement B - Impressions (Day/Week/Month): 0 / 0 / 11396, Clickthroughs (Day/Week/Month): 0 / 11 / 50 9 clickthroughs this week cannot come from 0 impressions this week. The enhancements are live and being clicked; only the impression counter is dead. This is the same "zero impressions with clickthroughs reported" signature as the 2024 report linked below. Go to https://marketplace.secondlife.com/merchants/385491/reports/top_selling_products - the "Views" column has not changed for ANY listing since 2026-07-01 (15 days). Go to https://marketplace.secondlife.com/merchants/385491/reports/top_searched_products - "Search Result Impressions" likewise frozen. FURTHER EVIDENCE THIS IS A COUNTER BUG, NOT ZERO TRAFFIC (a) A listing created 2026-07-14 shows Views = 0 and Search Result Impressions = 0, although it is live, appears in Marketplace search results, and has recorded sales. New listings receive no counts at all. (b) The Month impressions figure for Enhancement A peaked on 2026-07-01 and has decayed monotonically since - exactly as a rolling 30-day window would if it received no new data: 2026-07-01: 71,442 2026-07-03: 66,789 2026-07-05: 61,797 2026-07-11: 48,062 2026-07-15: 40,060 I take daily snapshots of these reports. On 2026-06-23 the same enhancement recorded Day = 1,113 and Week = 9,742 impressions, so counting was working then. This places the failure at approximately 2026-07-01. (c) Sales columns update within minutes - a sale made earlier today is already reflected in "Sales, all time". Report generation is healthy; only the impression data is stale. POSSIBLY RELATED, POSSIBLY SEPARATE Search Result Impressions for my two oldest listings froze earlier than the rest - on 2026-05-25 and 2026-05-26 respectively - immediately after a large one-day recount (one listing jumped from 16,821 to 91,785 overnight). Every other listing kept counting until 2026-07-01. APPEARS TO BE A RECURRENCE OF https://feedback.secondlife.com/web-bugs/p/listing-enhancement-page-not-updating-correctly (reported 2024-05-04, closed 2025-04-01) https://feedback.secondlife.com/web-bugs/p/marketplace-featured-items-are-not-appearing-in-their-set-categories (reported 2025-06-18, closed 2025-07-01 - Juniper Linden: "This fix should also make impressions and click-through counts return to normal.") Note: in the 2024 report, support advised deleting the enhancement, taking a refund and relisting, which made things worse for that merchant. I have not done that. My enhancements are running normally and delivering clicks - only the reporting is affected. EXPECTED RESULT Impression counters (product views, search result impressions, listing enhancement impressions) increment as they did before 2026-07-01.
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in progress
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