Question the narrative.
A great story can hide a fragile business. Look past the pitch. Ask what survives when AI changes the economics.
A home for short sellers
Everyone buys
the story.
We read
the autopsy.
Daily AI disruption research for those willing to look down. Ranked companies, source evidence, and the risks behind each score.
Free to join. No credit card required.
INDEPENDENT MINDS. SHARED EVIDENCE.The descent begins here
01The watchlist
Follow the cracks.
The latest companies passing our evidence checks.
Lower Pit Score = stronger bearish evidence.
VERIFIED SIGNAL FEEDRESEARCH, NOT TRADE INSTRUCTIONS
02The code
Belief is cheap.
Conviction is earned.
A place for people who ask the uncomfortable question.
Demand the evidence.
Price action. Filings. Sentiment. The thesis earns its place through evidence—and changes when the evidence does.
Respect the squeeze.
Being early can feel a lot like being wrong. A bearish score is a starting point. Timing, borrow and risk still matter.
NO SACRED TICKERS. NO UNQUESTIONED THESIS.
03Inside a signal
Open the file.
Make your own call.
A score should invite scrutiny. See what contributes, what’s missing, and which risks deserve a second look.
Read the methodologyTHE RULE
Required evidence missing?
The signal stays out.
RESEARCH FILE / ANATOMY
The case. And its limits.
What to inspect in every signal
- 01
The bearish case
Which business risks and market signals contribute to the score?
- 02
The supporting evidence
Check factor values, available sources and analysis dates.
- 03
The blind spots
Missing inputs remain explicit. Partial evidence is never certainty.
- 04
The other side
Review squeeze risk and consider what could invalidate your view.
QUESTION EVERYTHING. INCLUDING THE SCORE.
Eight factors. One inspectable score.
Price momentum
25%The direction and persistence of price moves across multiple timeframes.
AI vulnerability
20%An assessment of how exposed the core business is to AI disruption.
News sentiment
15%The tone of recent coverage, evaluated alongside the underlying sources.
Technical signals
12%Trend, relative strength and momentum indicators.
Insider activity
10%Reported insider sales and patterns in SEC filings.
Analyst evidence
10%Available analyst recommendations and earnings misses.
Short interest
5%Short positioning and days to cover, with squeeze risk kept in view.
Volume activity
3%Unusual volume considered alongside possible positive catalysts.
Base weights shown. Available factors are reweighted when optional data is missing; macro conditions can adjust the result. See the methodology for details.
04The record
Observed stock moves are not realized trading returns. Borrow costs, fees, slippage and execution are not included.
Inspect how outcomes are measured05Membership
There’s a place
for your conviction.
Start with the evidence.
Choose more access when you need it.
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What does a Pit Score mean?
The displayed score runs from 100 toward zero. A lower score means stronger bearish evidence under our scoring method. It is not a probability of a stock falling or an instruction to place a trade.
When are signals refreshed?
Analysis runs in scheduled daily batches. Publication depends on source availability and validation, so not every company receives a new score every day. Check the analysis date and market-data date on each signal.
What happens when evidence is missing?
Signals missing required evidence are withheld from the ranked feed. Optional gaps are disclosed in the details, and the score uses the available factors. We do not fill missing inputs with invented evidence.
Does a falling stock mean a profitable short?
Not necessarily. Entry timing, borrow availability and cost, slippage, fees and squeezes affect an actual trade. Our track record describes observed price outcomes, not realized trading returns.
Can I start for free?
Yes. Create a free account without a credit card. Paid plans add access and features; the pricing page lists the current terms. You can manage or cancel a subscription in your account.
You know why you’re here.
For those who
question the story.
Enter the Pit Independent research. Independent decisions.
THE PIT / BELOW THE CONSENSUS