Blocked
Normal for this brand
A large brand's ordinary week clears any absolute view threshold you pick. Measured against its own 90-day baseline, it is a Tuesday.
Consumer demand researchFor self-directed investors
A million views is not a signal.
You heard about Celsius when it was already up 200%. The next one is on TikTok right now, sitting beside a hundred videos that mean nothing. SociArb measures a product against its own brand's normal, reads the comments to see whether anyone is actually buying, and checks the filings to see whether the company is small enough for it to matter. Most candidates never clear all three.
Public report previewCELH
Celsius+24.4% in example window
Example startJul 10 at $47.20
Why it stood outAttention broke above this brand's own baseline, and held there
What SociArb checkedComment intent, ticker mapping, revenue exposure, earnings timing
Unusual for this brandvs. its own 90-day normal
Audience is buyingcomment intent, not views
Company is small enoughrevenue exposure from filings
Timing is cleanearnings and price-move checks
The research problem
The signal is public. Finding it early and proving it is the hard part.
Manual research means checking creators, searches, reviews, parent companies, stock charts, earnings dates, and competing launches. SociArb brings the important pieces into one place.
Issuers mapped6,064
SEC-verified companies behind the products
Baseline90 days
a brand's own normal, before anything counts as unusual
Alert cap3 a day
capped on purpose, so volume cannot pass for signal
SourcesLinked
every post behind a call, with its timestamp
Most candidates never qualify
The useful part is what gets thrown out.
Blocked
Nobody is buying
The comments are about the creator, not the product. Reach without purchase intent is entertainment, and it is blocked as entertainment.
Blocked
Too small to matter
A viral flavour inside a company earning tens of billions cannot move the print. Revenue exposure is sized from SEC filings before anything qualifies.
Blocked
The move already happened
If the stock has run since the day attention first turned unusual, or earnings land inside three days, it routes to event risk instead of an alert.
Turn noise into a research lead
Your feed is noisy. Your research does not have to be.
One viral post is not enough. SociArb checks whether the trend is spreading, whether people want to buy, which stock is connected, and whether earnings or other risks are too close.
Spot the product
Find products gaining real momentum across TikTok, Reddit, Google, and YouTube without living inside four feeds all day.
Find the public company
See which public company owns the product and whether the trend is big enough to matter.
Track the move
See when the trend was found, the stock price at the time, upcoming earnings, and what changed after.
See the strategy in action
Learn why consumer behavior can become a research lead.
Hear investors and researchers explain how public behavior, social attention, and alternative data can reveal questions worth investigating before they become familiar market narratives.
Social arbitrage
Chris Camillo explains social arbitrage
A clear explanation of using culture, social platforms, and consumer behavior as research inputs.
Trend spotting
Chris Camillo on spotting trends
How observation and public attention can help investors notice demand before the story is obvious.
Founder story
One investor's social-arbitrage journey
A personal account of turning public consumer behavior into an investing research process.
Consumer edge
Spotting consumer trends early
A short social-arb breakdown focused on noticing demand before Wall Street catches up.
Public attention
Building a strategy without Wall Street
Another accessible explanation of using public behavior and culture as an investing research lens.
Alternative data
Alternative data in investment management
Why professional investors look beyond traditional filings and price charts for earlier signals.
Data edge
Alternative data as an investing edge
A broader look at why nontraditional datasets can matter when markets are slow to notice.
Sentiment data
Sentiment analysis in machine-learning finance
A useful bridge between social text, machine learning, and market research workflows.
Built for the hours you do not have
We watch the feeds. You get the stock research.
Stop opening the same social apps, search pages, company sites, and stock charts every day. SociArb brings the important information together and keeps watching after the alert.
01Product trend alerts
02The stock behind the product
03Why the trend matters
04Price before and after the alert
05Links to the original posts
06Upcoming earnings warnings
Inside every member alert
Get the facts you need to check the idea quickly.
01
Links to the TikTok, Reddit, Google, and YouTube sources behind the trend
02
The public company and ticker connected to the product
03
The date and stock price when SociArb found it
04
Whether the trend is spreading beyond one post or creator
05
Upcoming earnings and the biggest reasons the idea could fail
06
Updates when the trend gets stronger, slows down, or ends
Use the evidence your way
A faster signal does not require a rushed decision.
Use SociArb as an early research tool. Move quickly when the facts support it, wait for more proof, or pass when the risks are too high.
You already do the company work
You read the filings and follow the earnings. What you cannot do is watch TikTok for eight hours a day, which is where consumer demand now shows up first.
You need to know what to ignore
Most viral products are irrelevant to the stock. SociArb blocks the ones that are routine for the brand, that nobody is buying, or that sit inside a company too large to notice them.
You hold for weeks, not minutes
Outcomes are tracked at 1, 5, 20, 60 and 90 trading days against a benchmark. This is research for a position, not a day trade.
Before and after
See when we found it and what the stock did next.
Every result will show the alert date, stock price, source trail, and price move afterward. Public pages show the report format before live member results are published.
2026-07-10Celsius Holdings
Example start$47.20
Latest tracked$58.70
Example move+24.4%
Research free. Subscribe for alerts.
Look up the stocks you know. Get alerted to the trends you do not.
Use the public pages to research companies, products, and categories. Members get new alerts, full source links, earnings warnings, and updates without doing the daily monitoring themselves.
Beverages
Celsius signal mapped to CELH
Creator velocity and search demand accelerated together, suggesting the move was broader than a single viral post.
Beauty
e.l.f. Beauty signal mapped to ELF
TikTok post growth broadened into Google demand, a cleaner signal than views alone for beauty categories.
Footwear
On Running signal mapped to ONON
Sustained Reddit and YouTube activity supported the TikTok spike, reducing the probability of a short-lived fad.
Explore free
Find companies and start your own research.
- Stock trend examples
- Company and category pages
- Selected source links
- Price charts
Subscriber
Get new alerts and the research behind them.
- New product trend alerts
- Full source research
- Earnings warnings
- Updates after the alert
Risk note
Use the signal to research, not to skip research.
SociArb is not a broker-dealer, exchange, custodian, or investment adviser. Social-media-driven markets and short-term trading can be highly risky. Signals are informational research inputs, not recommendations to buy, sell, short, or hold any security.