MarketBotsLabTransparency
Entity review queue

Auto-discovered entities, awaiting review

Tag-library curation backlog — distinct from the Discovery lane on the main scout, which surfaces lightly-covered tickers that are already in the library. Heuristic-extracted entities from the social-arb scanners that aren't in the curated tag library. Each crossed the cold-start gate: ≥ 5 mentions across ≥ 2 sources today, with at least one non-finance source and no observable prior days. Promote to start building theses; reject to suppress.

spacex
275 mentions · 5 sources · 2 non-finance · first seen 2026-05-26T13:10
Unresolved · 0%
reddit:r/stocks — Spacex IPO Overpriced?
states
267 mentions · 6 sources · 5 non-finance · first seen 2026-05-26T15:16
Unresolved · 0%
reddit:r/stocks — It's not AI that is the bubble...
obviously
253 mentions · 10 sources · 7 non-finance · first seen 2026-05-26T13:10
Unresolved · 36%
reddit:r/investing — Move money to Vanguard or not?
wondering
224 mentions · 4 sources · 4 non-finance · first seen 2026-05-26T13:10
Unresolved · 62%
reddit:r/keto — Cold Keto drinks?
finally
188 mentions · 11 sources · 9 non-finance · first seen 2026-05-26T06:05
Unresolved · 71%
hackernews:algolia — Show HN: Hackobar – One feed for AI news
serum
176 mentions · 2 sources · 2 non-finance · first seen 2026-05-26T13:40
Unresolved · 57%
reddit:r/AsianBeauty — My Summer ready set
recently
172 mentions · 8 sources · 8 non-finance · first seen 2026-05-26T06:39
Unresolved · 53%
hackernews:algolia — Show HN: Hackobar – One feed for AI news
basically
168 mentions · 9 sources · 8 non-finance · first seen 2026-05-26T13:40
Unresolved · 62%
reddit:r/skincareaddiction — [routine help] oily skin problem
hopefully
165 mentions · 7 sources · 7 non-finance · first seen 2026-05-26T06:05
Unresolved · 40%
hackernews:algolia — Show HN: Complete Family Tree Viewer
keto
143 mentions · 2 sources · 2 non-finance · first seen 2026-05-26T13:40
Unresolved · 67%
reddit:r/keto — Can keto be cheap?
foam
141 mentions · 3 sources · 3 non-finance · first seen 2026-05-26T09:40
Unresolved · 40%
reddit:r/lululemon — Outfits of the week 🥰
french
139 mentions · 5 sources · 5 non-finance · first seen 2026-05-26T07:07
Unresolved · 62%
articles:highsnobiety — 2026's Best Sneaker Collaborations So Far
fans
130 mentions · 5 sources · 5 non-finance · first seen 2026-05-26T06:05
Unresolved · 40%
reddit:r/buildapc — AiO vs Air Cooling?
well
122 mentions · 7 sources · 4 non-finance · first seen 2026-05-26T15:16
Unresolved · 0%
reddit:r/stocks — I may be the worst stock picker there is

Recently promoted

  • Walmart Inc. → WMT (long) · Auto-promoted from discovery backlog (54 mentions × 3 sources, direct_public_company). Review direction. · promoted 2026-07-11T23:16
  • Alibaba Group Holding Ltd → BABA (long) · Auto-promoted from discovery backlog (62 mentions × 3 sources, direct_public_company). Review direction. · promoted 2026-07-11T23:16
  • GARMIN LTD → GRMN (long) · Auto-promoted from discovery backlog (66 mentions × 2 sources, direct_public_company). Review direction. · promoted 2026-07-11T23:16
  • Anheuser-Busch InBev SA/NV → BUD (long) · Auto-promoted from discovery backlog (82 mentions × 2 sources, direct_public_company). Review direction. · promoted 2026-07-11T23:16
  • Reddit, Inc. → RDDT (long) · Auto-promoted from discovery backlog (142 mentions × 3 sources, direct_public_company). Review direction. · promoted 2026-07-11T23:16
  • MICROSOFT CORP → MSFT (long) · Auto-promoted from discovery backlog (106 mentions × 4 sources, direct_public_company). Review direction. · promoted 2026-07-11T23:16
  • Corsair Gaming, Inc. → CRSR (long) · Auto-promoted from discovery backlog (104 mentions × 3 sources, direct_public_company). Review direction. · promoted 2026-07-11T23:16
  • PayPal Holdings, Inc. → PYPL (long) · Auto-promoted from discovery backlog (224 mentions × 4 sources, direct_public_company). Review direction. · promoted 2026-07-11T23:16
  • Custom Truck One Source, Inc. → CTOS (long) · Auto-promoted from discovery (79 mentions × 5 sources, direct_public_company match). Operator should review direction + add second-order tickers. · promoted 2026-05-27T00:45
  • AVIS BUDGET GROUP, INC. → CAR (long) · Auto-promoted from discovery (79 mentions × 5 sources, direct_public_company match). Operator should review direction + add second-order tickers. · promoted 2026-05-27T00:14
  • Ulta Beauty, Inc. → ULTA (long) · Auto-promoted from discovery (80 mentions × 4 sources, direct_public_company match). Operator should review direction + add second-order tickers. · promoted 2026-05-26T23:15
  • B&M European Value Retail S.A./ADR → BMRRY (long) · Auto-promoted from discovery (161 mentions × 4 sources, direct_public_company match). Operator should review direction + add second-order tickers. · promoted 2026-05-26T22:15
  • NVIDIA CORP → NVDA (long) · Auto-promoted from discovery (206 mentions × 6 sources, direct_public_company match). Operator should review direction + add second-order tickers. · promoted 2026-05-26T19:44
  • Ferrari N.V. → RACE (long) · Auto-promoted from discovery (59 mentions × 5 sources, direct_public_company match). Operator should review direction + add second-order tickers. · promoted 2026-05-26T19:15
  • NETFLIX INC → NFLX (long) · Auto-promoted from discovery (61 mentions × 6 sources, direct_public_company match). Operator should review direction + add second-order tickers. · promoted 2026-05-26T19:15
  • Paramount Skydance Corp → PSKY (long) · Auto-promoted from discovery (53 mentions × 4 sources, direct_public_company match). Operator should review direction + add second-order tickers. · promoted 2026-05-26T16:45
  • Israel Acquisitions Corp → ISRLF (long) · Auto-promoted from discovery (63 mentions × 5 sources, direct_public_company match). Operator should review direction + add second-order tickers. · promoted 2026-05-26T16:45
  • Interactive Brokers Group, Inc. → IBKR (long) · Auto-promoted from discovery (44 mentions × 5 sources, direct_public_company match). Operator should review direction + add second-order tickers. · promoted 2026-05-26T15:44
  • LAS VEGAS SANDS CORP → LVS (long) · Auto-promoted from discovery (58 mentions × 4 sources, direct_public_company match). Operator should review direction + add second-order tickers. · promoted 2026-05-26T15:16
  • MCDONALDS CORP → MCD (long) · Auto-promoted from discovery (38 mentions × 4 sources, direct_public_company match). Operator should review direction + add second-order tickers. · promoted 2026-05-26T14:45