MarketBotsLabTransparency
Social-Arb Scout

Trends before Wall Street digests them

Watches a curated tag library of brands, products, people, and cultural movements across consumer surfaces. The edge is EARLY detection of behavioral change — an entry fires on a fringe-first, accelerating signal on a needle-mover stock, before consensus forms. When the story reaches multi-source corroboration and mainstream press, the information-imbalance window has closed and the tag moves to Exit. Trade ideas, not advice — size from your social-arb risk-capital bucket only.

Tags tracked
83
Transparency lanes
3
Last data
2026-07-11
The whole job, today

Today's only two decisions

0 buy · 0 exit

Nothing to do right now. No buy or exit signal has cleared the gate. 8 in motion · 0 in discovery — next action: watch the supporting lanes below for acceleration, or run a fresh scan.

OperatorManual scanIdle

Background jobs — start one, then keep working. The page refreshes when the job finishes.

Fires HTTP + Browser + Exit-evaluator in parallel. Total ≈ slowest (~6 min).
~360s
Polls the 12 curated RSS feeds. ~5s.
~10s
Reddit + Bluesky + GDELT + HN + Wikipedia + articles. ~3–4 min.
~240s
Google Trends + X + Threads + YouTube via Playwright. Requires a logged-in profile. ~5–6 min.
~360s
Re-evaluates open theses; closes mainstreamed/saturated ones. ~10s.
~15s
Entity review queue: 50 entities awaiting review (auto-discovered, not yet in the tag library — distinct from the Discovery lane below)
Source signal health: all adapters upadapters healthy — quiet sources below are informational, not failures
33 of 52 sources quiet — adapter OK, no tag hits in the 7-day signal window (expand for detail)
  • bluesky:publicquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • browser:linkedinquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 4.7h ago
  • browser:threadsquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 4.7h ago
  • browser:tiktokquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 4.7h ago
  • reddit:r/AsianBeautyquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/FastFoodquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/FoodLosAngelesquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/MakeupAddictionquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/PS5quiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/RunningShoeGeeksquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/Wallstreetbetsnewquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/applefansquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/buildapcquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/coffeequiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/femalefashionadvicequiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/fragrancequiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/gamingquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/intermittentfastingquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/investingquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/ketoquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/lululemonquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/malefashionadvicequiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/optionsquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/popmartquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/runningquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/skincareaddictionquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/skincareexchangequiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/sneakersquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/starbucksquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/stocksquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/teaquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/veganquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
  • reddit:r/wallstreetbetsquiet0 tag-hit rows in the 7-day signal window; mentions today 0last ok: 2.0h ago
Source freshnessfreshest fetch 2.0h ago · 7 sources >4h old
google-trends4.7h agolinkedin4.7h agothreads4.7h agotiktok4.7h agotwitch4.7h agox4.7h agoyoutube4.7h agor/PS52.0h agor/applefans2.0h agor/buildapc2.0h agor/gaming2.0h agor/investing2.0h agor/stocks2.0h agor/wallstreetbets2.0h agoarticles:9to5mac2.0h agoarticles:daily-dot2.0h agoarticles:deadline2.0h agoarticles:dexerto2.0h agoarticles:feed-me2.0h agoarticles:glossy2.0h agoarticles:highsnobiety2.0h agoarticles:hypebeast2.0h agoarticles:modern-retail2.0h agoarticles:techcrunch2.0h agoarticles:the-cool-down2.0h agoarticles:variety2.0h agobluesky:public2.0h agogdelt:doc2.0h agohackernews:algolia2.0h agor/AsianBeauty2.0h agor/FastFood2.0h agor/FoodLosAngeles2.0h agor/MakeupAddiction2.0h agor/RunningShoeGeeks2.0h agor/Wallstreetbetsnew2.0h agor/coffee2.0h agor/femalefashionadvice2.0h agor/fragrance2.0h agor/intermittentfasting2.0h agor/keto2.0h agor/lululemon2.0h agor/malefashionadvice2.0h agor/options2.0h agor/popmart2.0h agor/running2.0h agor/skincareaddiction2.0h agor/skincareexchange2.0h agor/sneakers2.0h agor/starbucks2.0h agor/tea2.0h agor/vegan2.0h agowikipedia:pageviews2.0h ago
Ladder gates

The two constants that decide which lane a thesis lands in — sourced from the scoring code, not per-card prose.

Entry (BUY)imbalanceScore ≥ 0.45

Fringe-first, accelerating signal on a needle-mover — before consensus forms.

Exit (mainstreamed)mainstreamingScore ≥ 0.60

Multi-source corroboration + mainstream press — the imbalance window has closed.

Entry window — tradeable BUY theses

Promotion bucket, NOT a coverage state. Fringe-first, accelerating signals on needle-mover stocks that cleared the gate, before the trend is broadly corroborated. The BUY side of the imbalance — these are sized, actionable ideas.

Honest empty lane

No thesis is in the Entry window as of 2026-07-11.

This is the BUY side of the imbalance — fringe-first, accelerating signals on needle-mover stocks that have cleared the entry gate. The lane fills the moment a brewing or discovery candidate's imbalance score clears the threshold.

Next action: watch the Brewing and Discovery lanes below for acceleration, or run a fresh scan to pull new chatter.

Exit window — mainstreamed

Multi-source corroboration + mainstream cascade: the information-imbalance window has closed. Scale out — do NOT initiate here.

Honest empty lane

No position has mainstreamed as of 2026-07-11 — nothing to exit.

A tag lands here once it reaches multi-source corroboration and mainstream press, meaning the information-imbalance window has closed. Scale out when a position appears here; never initiate a new entry in this lane.

Next action: hold current Entry-window positions until a story reaches mainstream cascade.

Supporting signal & transparency

Context behind the two decisions above — coverage states, brewing signal, and full audit lanes. Nothing below here is a trade.

Brewing — one layer active, watching for corroboration· 5 hidden, click to expand

Either primary chatter OR secondary press is hot, but not both. Wait for the second layer before treating as an entry window. (S-435 fix: previously these were mislabelled as imbalance.)

BRAND

Crocs / Jibbitz

CROX
BREWINGCascade spread+0.5
primary
● ACTIVE
1 src today · since 2026-07-03
secondary
○ quiet
0 srcs today · since 2026-07-03
tertiary
○ quiet
0 srcs today · since 2026-07-07
Secondary lag: 0dTertiary lag: 4d
PRODUCT

Labubu (Pop Mart)

PMRTY
BREWINGCascade spread+0.5
primary
● ACTIVE
1 src today · since 2026-07-03
secondary
○ quiet
0 srcs today · since 2026-07-03
tertiary
○ quiet
0 srcs today
Secondary lag: 0dTertiary lag:
MOVEMENT

Chipotle portion-size complaints

CMG
BREWINGCascade spread+0.5
primary
○ quiet
0 srcs today
secondary
● ACTIVE
1 src today · since 2026-07-11
tertiary
○ quiet
0 srcs today
PRODUCT

Stanley Tumbler

YETI
BREWINGCascade spread+0.5
primary
● ACTIVE
1 src today · since 2026-07-03
secondary
○ quiet
0 srcs today · since 2026-07-03
tertiary
○ quiet
0 srcs today
Secondary lag: 0dTertiary lag:
PRODUCT

Lululemon Align leggings

LULU
BREWINGCascade spread+0.5
primary
● ACTIVE
1 src today · since 2026-07-03
secondary
○ quiet
0 srcs today · since 2026-07-03
tertiary
○ quiet
0 srcs today
Secondary lag: 0dTertiary lag:
Mainstreaming — tertiary lit up· 3 hidden, click to expand

Mainstream press now covers it. Edge has compressed — fade or skip new entries.

BRAND

Nike — Jordan / Dunk drops

NKE
MAINSTREAMINGCascade spread−0.5
primary
○ quiet
0 srcs today
secondary
● ACTIVE
2 srcs today · since 2026-07-03
tertiary
● ACTIVE
1 src today · since 2026-07-10
Secondary lag: Tertiary lag: 7d
PERSON

Taylor Swift tour / merch

LYV
SATURATEDCascade spread−1.0
primary
○ quiet
0 srcs today
secondary
○ quiet
0 srcs today · since 2026-07-03
tertiary
● ACTIVE
1 src today · since 2026-07-05
Secondary lag: Tertiary lag: 2d
BRAND

Marriott / travel demand

MAR
SATURATEDCascade spread−1.0
primary
○ quiet
0 srcs today
secondary
○ quiet
0 srcs today
tertiary
● ACTIVE
1 src today · since 2026-07-06

Discovery — lightly-covered tickers, signal accelerating

TIER_3/TIER_4 tickers below the hard gate (z 1.2–1.9σ) but velocity ≥ 0.15σ/day. The system's pre-signal early-warning layer — weeks ahead of institutional research.

Honest empty lane

No TIER_3/TIER_4 candidate is above the discovery threshold (z 1.2–1.9σ, velocity ≥ 0.15σ/day) as of 2026-07-11.

Pipeline healthy. 52/52 sources fresh · last good fetch 2.0h ago. This is a real empty result, not a stalled scan.

Next action: run a fresh scan, or widen the tag library — the lane fills the moment a lightly-covered ticker starts accelerating.

Non-material — not a needle-mover· 3 hidden, click to expand

The trend can't plausibly move this company's bottom line (mega-cap, <3% revenue exposure, or no US-listed exposure e.g. a London .L listing). Kept visible for transparency; never tradable — never an entry window.

MOVEMENT

GLP-1 / Ozempic weight-loss

NVO LLY
NON-MATERIALCascade spread+1.0

non-material: only 2.0% of NVO revenue exposed (heuristic default, floor 3%)

primary
● ACTIVE
1 src today · since 2026-07-03
secondary
● ACTIVE
2 srcs today · since 2026-07-03
tertiary
○ quiet
0 srcs today · since 2026-07-06
Secondary lag: 0dTertiary lag: 3d
BRAND

OpenAI / ChatGPT

MSFT
NON-MATERIALCascade spread+0.5

non-material: only 2.0% of MSFT revenue exposed (curated estimate, floor 3%)

primary
○ quiet
0 srcs today
secondary
● ACTIVE
2 srcs today · since 2026-07-03
tertiary
○ quiet
0 srcs today · since 2026-07-06
Secondary lag: Tertiary lag: 3d
BRAND

Dr. Martens (declining buzz)

DOCS.L
NON-MATERIALCascade spread+0.5

non-material: DOCS.L is not US-listed (foreign exchange) — no clean US-listed exposure

primary
● ACTIVE
1 src today · since 2026-07-03
secondary
○ quiet
0 srcs today · since 2026-07-04
tertiary
○ quiet
0 srcs today
Secondary lag: 1dTertiary lag:
Watchlist· 10 hidden, click to expand

Detected but below validation gates — could still mature. Heat-ordered: warmer entries (mention surge × source corroboration) sit closest to promotion.

BRANDMicroStrategy / Saylor
MSTR
21.7× base
z n/a
BRANDShopify
SHOP
30.9× base
z n/a
BRANDRoyal Caribbean
RCL
11.0× base
z n/a
BRANDCarnival / cruise demand
CCL
11.0× base
z n/a
BRANDStarbucks
SBUX
20.3× base
z -0.33
MOVEMENTDupes culture (luxury alternatives)
TJX
20.7× base
z n/a
BRANDSpotify — subscriber momentum
SPOT
20.2× base
z -0.48
BRANDMcDonald's
MCD
20.4× base
z -0.50
BRANDMARA / Bitcoin miners
MARA
10.5× base
z -0.50
BRANDTesla FSD / Cybertruck
TSLA
10.3× base
z n/a
Tag library· 83 tags, click to expand

83 tags currently tracked across 4 categories. The library is data, not code — extend via lib/socialArb/tagLibrary.ts.

Stanley TumblerLululemon Align leggingsGLP-1 / Ozempic weight-lossLabubu (Pop Mart)Dr. Martens (declining buzz)Crocs / JibbitzChipotle portion-size complaintsSonos (post-app sentiment)Duolingo (streak / Duo memes)PlayStation 5 Pro / new consoleNvidia Blackwell / B100 / B200Taylor Swift tour / merchFormula 1 fandom (Drive to Survive)Sweetgreen menu / chicken sandwichShake ShackCava MediterraneanWingstopDutch Bros CoffeeOn Running (Cloud)Hoka One OneBirkenstocke.l.f. BeautyAbercrombie & Fitch (turnaround)DoorDashUber ridesPalantir / AIPCoinbaseRobinhoodCarvanaChewy petSpotify Wrapped / audiobooksAirbnb (host pushback)Chipotle (positive menu launches)Klaviyo (e-commerce email)Reddit Inc.Stanley tumbler peak / declineLululemon mens lineAlo Yoga (private competitor)Anthropic / ClaudeOpenAI / ChatGPTStarbucksMcDonald'sChipotle — menu & comps buzzNike — Jordan / Dunk dropsRhode skincare (Hailey Bieber)Summer FridaysDrunk ElephantSpotify — subscriber momentumTesla FSD / CybertruckTesla brand decline / boycottMeta Quest VRApple Vision ProMARA / Bitcoin minersMicroStrategy / SaylorRokuMarriott / travel demandCarnival / cruise demandRoyal CaribbeanNorwegian CruiseShopifyEtsyPeloton (turnaround attempts)GameStop / meme cycleAMC Theatres / popcornJohn DeereAmazon PrimeTJ Maxx / off-priceCostcoTrader Joe'sPop Mart — blind-box resale hypePoppi prebiotic sodaTHC / cannabis beverages (Brez, Cann)Aperitivo / spritz drinking cultureFunko Pop resale hypeRoblox UGC creator economyPickleball / JOOLA gearCreatine mainstream breakoutSleep optimization (magnesium, HRV)Gen Z financial literacy / investingDigital nomad / remote work housingVan life / overlandingPrepping / survival gear surgeDupes culture (luxury alternatives)