Research Company

**Judgment:** A strong, specialized skill for B2B company/account research that turns a company URL into a detailed, shareable PDF report. Well-suited when the user explicitly wants a polished deliverable (PDF) rather than just an inline text summary. **Strengths & Advantages** - Covers the full pipeline: web fetching, targeted searches, structured JSON, and PDF generation. - JSON schema is rich (profile, products, market, competitors, trends, developments, lead-gen angles, info gaps), enabling deep account understanding. - Parallelized search strategy (site + funding + competitors + leadership) is appropriate for B2B research. - Quality guidelines explicitly discourage fabrication and encourage marking missing data as "Not publicly available." **Risks & Limitations** - Dependent on external web data; accuracy and completeness will vary by company, especially for small or private firms. - The PDF generation step relies on `reportlab` and the `scripts/generate_report.py` script; environment or path issues could cause failures. - Despite guidelines, the model may still infer or over-generalize when data is sparse; users should treat outputs as a research aid, not a definitive source of record. - Focused on company-level research; not ideal for granular financial modeling or deep technical product analysis without additional tools. **Best-Use Scenarios** - Sales, SDR, or account management teams needing quick, professional account briefs before calls or outreach. - Strategy, marketing, or leadership users wanting standardized company profiles for internal decks or reports. - Analysts needing a starting point for further manual research, especially when they want a downloadable artifact to share. **Less Suitable When** - The user needs real-time, fully verified financials or legal/regulatory documents. - The task is a simple one-off fact check or short comparison where a full PDF report would be overkill.