01
Research Brief
Filing-backed company overview, separated from market noise. Structured for inspection, not hype.
Research Intelligence / No. 01FIG. 01 / SK-26
Research
that shows
its work.
Research Brief Preview / NVDAPlate No. 08
NVDA
NVIDIA Corporation / Latest 10-Q
AI-assisted
Source-backed
Confidence / High
Source-backed
Confidence / High
Filing
10-Q
Signals
7
Freshness
Updated
Confidence
High
Supply concentration and demand cyclicality remain key filing themes. Management commentary is framed with filing context and beginner-friendly caveats.
Source Trail / Margin PressureConfidence / High
Insight
Margin pressure increased in the filing period.
Evidence
Cost of revenue grew faster than revenue.
Source
10-Q / Mgmt Discussion / Cost of Revenue
Conf.
High
10-K& 10-Q sourced
7+signal types
Sourcetrail visible
The strongest research tools do not hide their reasoning. They show their work.
stokr / Research Intelligence / Vol. II.Capabilities / Research Objects002 / 006
Built for a
specific job.
Not generic AI widgets. Purposeful research objects, each with one clear job: understand the company, inspect the risks, compare the thesis, and trace the evidence.
02
Filing Delta
New risk language, removed disclosures, liquidity shifts, debt updates, and commentary changes.
03
Risk Signals
Risks the company actually disclosed, grouped into readable context. Filed, not guessed.
04
Source Trail
Major insights mapped to filings, sections, evidence, and confidence context.
05
Bull Case
Potential strengths framed as research context, not a recommendation.
06
Bear Case
Concerns, pressures, and disclosed risks kept visible before forming an opinion.
07
Strength Snapshot
Revenue, margins, liquidity, debt, and operating signals in one compact view.
08
Research Tracker
Save companies and revisit reports, watchlists, and filing context over time.
II.Method / Four stages003 / 006
From ticker
to source-backed brief.
Four stages. Each composable and inspectable. No opaque research theatre.
01
Detect →Ticker Search
Enter a public company ticker. stokr looks for the relevant company research context and filing data.
02
Discover →Filing Scan
Risk language, financial signals, management commentary, and disclosure themes are organized.
03
Direct →Brief Assembly
Research objects are assembled into a brief, thesis, risk, snapshot, and source trail.
04
Deliver →Inspect & Save
Read the brief, inspect the evidence, save to your Research Tracker, or compare companies.
III.The Difference / Before & After004 / 006
From buried
to clear.
stokr replaces a workflow that was never supposed to take this long.
Without stokrThe old way
- —Open SEC EDGAR manually
- —Search risk disclosures by hand
- —Compare current and prior filings yourself
- —Cross-reference financial statements
- —Read scattered, unattributed opinions
- —Still wonder what actually matters
With stokrThe new way
- ✓Search a ticker
- ✓Review a source-backed brief
- ✓See what changed in recent filings
- ✓Review disclosed risks, clearly grouped
- ✓Compare bull and bear research context
- ✓Trace major insights back to source context
- ✓Save to your Research Tracker
IV.Plans / Research Desk005 / 006
Start free.
Go deeper.
Start with limited weekly research, then upgrade when you need the full filing-backed desk.
Free / Starter Research
$0/ mo
- 3 source-backed reports per week
- Company snapshot and basic summary
- Top risk preview
- 1 Research Tracker
- Unlimited stocks inside your Research Tracker
Premium / Full Research Desk
$9.99/ mo
- Unlimited AI stock reports
- Full 10-K and 10-Q breakdowns
- Filing Delta and complete risk analysis
- Full Source Trail and saved research history
- Unlimited Research Trackers
- Priority processing
No. 06 / Start a brief
Try a brief.
Follow the
evidence.
Enter a ticker and review what stokr can surface from filing context, financial metrics, and source trails. Starter usage is limited.
Common starting points: NVDA / AAPL / MSFT / TSLA / AMZN / META
stokr provides informational research tools only.
Not financial advice.