Stockfisher

Stockfisher is an equity research platform that produces scoreable 5–10 year fundamentals forecasts: revenues, margins, and payout ratios, for thousands of public companies. It combines large-scale document review (filings, calls) with judgmental-forecasting best practices to estimate intrinsic value and display apples-to-apples expected IRRs across the market. Results are auditable with written rationales and confidence intervals, enabling investors to interrogate drivers rather than accept a headline score.

Key Features

• Long-horizon forecasts (5–10y): Revenue, net margin, payout ratio paths with 80/20 intervals and narrative rationale per company.

• IRR screening across the universe: Rank companies by expected long-term, fundamentals-based return, not short-term multiples or sentiment.

• Management credibility assessment: Compares prior management guidance vs. realized outcomes and incorporates that into forward assumptions.

• Qualitative research at quantitative scale: Consistent methodology applied to thousands of firms; updates reflect new filings and price moves.

• Scoreable forecasts: Probabilistic outputs designed for calibration/accuracy tracking over time.

Benefits

• Faster idea generation: Stockfisherm aims to match or exceed early manual work, to accelerate the shortlist phase for long-term investors.

• Transparency and auditability: Every figure is accompanied by written rationale; users can challenge individual drivers (e.g., LT margin, payout) rather than the whole thesis.

• Consistency across names: A single framework enables like-for-like comparisons across sectors and market caps.

Differentiators

• Focus on intrinsic value from cash flows (not price targets or multiples).

• Universe-wide coverage with the same rubric, avoiding analyst-by-analyst bias.

• Scoreability (calibration/interval hits) that holds forecasts accountable over time.

Representative ROI/Outcomes

• Reduces hours spent building initial models by starting from validated 5–10y drivers and IRR bands.

• Improves debate quality by isolating and revising specific assumptions (e.g., mix, margin ceiling, payout policy) instead of re-writing full models.

Who It’s For
Fundamental investors both retail and professional who value long-term cash-flow analysis, require comparable outputs across many names, and prefer evidence they can inspect rather than opaque “AI scores.”

Availability & Access
Top companies are available to explore without sign-in; broader coverage is accessible via subscription, with forecasts refreshed and results updated alongside market movements.

Notes on Usage
Stockfisher does not provide investment advice; it supplies research, rationale, and probabilistic forecasts so users can form independent judgments.