Help Center
Your complete guide to getting the most out of Analyst44 — from onboarding, data ingestion, and scoring logic to integrations and troubleshooting.
Contents
Getting Started
Analyst44 is designed to help analysts and traders instantly interpret earnings releases the moment they hit the wire. This section walks you through your first steps inside the platform.
- Understanding the dashboard — Learn how to read the realtime scores, anomalies, and KPI extractions.
- Realtime earnings feed — See earnings reports as soon as they arrive, parsed and ranked by our AI engine.
- Workspace setup — Customize your layout, watchlists, alerts, filters, and scoring preferences.
💡 Tip: New users typically start by exploring “Today’s Earnings” to see the most recent realtime analysis.
Account & Access
Your account controls your workspace access, permissions, and security settings. Analyst44 uses enterprise-grade authentication to ensure your data and research remain secure.
- Password reset — Use the “Forgot password” link on the login screen.
- Two-factor authentication — Optional security layer for protecting earnings-sensitive workflows.
- Workspace permissions — Admin users can add, remove, and manage roles for analysts and team members.
- Multi-device access — Your account can be used across devices, with activity secured and monitored.
Data Ingestion (API / CSV)
Analyst44 allows you to push your own data into the platform using structured API endpoints or CSV uploads. This ensures your internal KPIs or private company data can be scored and analyzed using the same engine.
- API ingestion — Send structured JSON payloads to your workspace using secure API keys.
- CSV upload — Upload data manually with auto-validation and anomaly detection.
- Error handling — Receive instant feedback if data rows fail validation or contain missing fields.
- Automation — Schedule ingestion jobs for nightly or intraday updates.
💡 Tip: Use the API for automated workflows and CSV for one-off manual imports.
Scoring Methodology
Analyst44 scores earnings using a multi-layer AI system trained on tens of thousands of historical reports, Wall Street expectations, sector trends, and company-specific patterns.
- Expectation modeling — AI identifies whether results beat, miss, or align with analyst expectations.
- Anomaly detection — Flags unusual items, restatements, unexpected KPI movements, and one-offs.
- KPI extraction — Automatically pulls churn, ARR, MAU, GMV, ASP, and dozens of other metrics.
- Score buckets — Results are grouped into High-quality (≥80), In-line (60–79), and Weak (<60).
📊 Example: A company with strong KPI growth and a clean report structure will score higher even if EPS is only in-line.
Integration & Webhooks
Analyst44 integrates directly with your internal systems using secure webhooks, data exports, and real-time event triggers. This enables automated workflows and instant alerting.
- Webhooks — Receive POST requests whenever new earnings, anomalies, or KPI extractions are available.
- Data connectors — Export scores into Excel, Google Sheets, BI dashboards, or databases.
- Slack / email alerts — Get notified when high-quality beats or anomalies are detected.
- Custom endpoints — Integrate with proprietary research tools or quant pipelines.
⚙️ Tip: Webhooks are ideal for teams that want real-time signals inside their trading or research systems.
FAQ
A collection of the most common questions from analysts, traders, and research teams using Analyst44.
- Why do some scores show “Neutral”? The AI model normalizes expectations based on sector trends, seasonality, and prior guidance.
- How often does the system refresh? Realtime: Every few seconds during earnings season. Historical: Every few minutes.
- Can I export data? Yes — via API, CSV, Excel exports, or webhook-based streams.
- How accurate is the anomaly detection? Trained on thousands of past reports — accuracy increases with each model update.
Contact Support
Need help beyond the documentation? Our support team is ready to assist with technical issues, onboarding, account management, and product questions.
- Email: support@analyst44.com
- Average response time: under 24 hours
- Priority support available for enterprise plans