Every tool built around one question: can this be verified?
Webferret combines structured data analysis with a public audit trail, so every figure you act on can be checked against its source.
At a glance
- Data refresh cycle Daily
- Source citations Per figure
- Methodology notes Public
- Report format Exportable
What Webferret gives you to work with
Each tool below is designed to be used on its own or combined with the others. None of them hide their working — every output links back to the data and assumptions behind it.
Structured Data Review
Raw figures are checked against their original source before they ever reach a report, with discrepancies flagged rather than smoothed over.
Scenario Comparison
Model more than one assumption at a time — rate changes, time horizon, contribution levels — and see them laid out side by side.
Risk Flagging
Positions and plans are screened against a fixed set of risk criteria, documented in advance, so flags aren't applied selectively after the fact.
Documented Methodology
The logic behind every recommendation is written down and kept accessible, not held as a proprietary "black box" explanation.
Performance Tracking
Outcomes are tracked against the original projection over time, so you can see where an analysis held up and where it didn't.
Exportable Reporting
Every analysis can be exported as a standalone record, complete with citations, for your own files or for a third party to review.
Risk flagging that doesn't move the goalposts
Most flagging systems can quietly change what counts as "risky" depending on the outcome they want to produce. Webferret's criteria are fixed and published before analysis begins, which closes off that option.
This matters most when the result is inconvenient — when a popular holding or strategy doesn't clear the bar. The flag applies anyway, and the reasoning is visible.
Read how flags are defined →-
Fixed criteria, published first
Risk thresholds are set and documented before any individual analysis runs, not adjusted afterward.
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Applied without exception
The same criteria apply regardless of position size, popularity, or how a result reflects on an existing plan.
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Visible reasoning
Each flag comes with a short note explaining which criterion was triggered and why.
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Reviewable on request
If a flag looks wrong to you, the underlying data and logic are available to check, not just the conclusion.
From raw data to a reviewable report
Data intake
Source figures are pulled in and logged with a timestamp and origin, so the starting point of any analysis is never ambiguous.
Scenario modelling
Your inputs are run through the documented methodology, producing a range of outcomes rather than a single confident number.
Export & audit
The finished report is packaged with its citations and assumptions, ready to export or set aside for later comparison against real outcomes.
What each tool actually covers
| Feature | Primary use | Source data | Output format |
|---|---|---|---|
| Structured Data Review | Verifying inputs before analysis | Original filings & statements | Annotated dataset |
| Scenario Comparison | Testing assumptions side by side | User-defined parameters | Comparison table |
| Risk Flagging | Screening holdings & plans | Published risk criteria | Flag log with notes |
| Performance Tracking | Checking projections over time | Prior analysis records | Variance report |
All four features draw from the same underlying data pipeline, which is why figures stay consistent whichever tool you use to view them. Methodology notes for each are kept on file and available on request.
Features designed to be checked, not just trusted
Plenty of platforms describe themselves as "data-driven." Fewer show you the data. Webferret was built on the idea that a recommendation is only as good as its ability to withstand scrutiny — including yours.
That's why each feature here is paired with a record of how it arrived at its answer, rather than a polished summary that asks you to take the conclusion on faith.
See the tools against your own figures
Access the full analysis suite and run a scenario using your own numbers, with every step logged for review.
Access Analysis Tools