Data Sources
Data Sources are integrated third-party professional data APIs that Super Agent calls during a task to turn output from "okay" into "professional-grade". The agent auto-matches and calls them — no manual configuration.
Categories
- Financial market data — A-shares, HK stocks, US stocks, global indices, forex, futures, crypto (spot and derivatives), macroeconomics, and technical analysis. Available to all users (free).
- E-commerce data — Amazon and TikTok Shop analytics. Paid only (Plus+ / Team / Enterprise).
- Social media sentiment — Twitter/X and Reddit sentiment analysis. Paid only (Plus+ / Team / Enterprise).
Why Use Data Sources?
- Professional structured data, not just public web pages.
- Seamless auto-integration — the agent picks and calls the right source on its own.
- High availability — multi-level fallback; when a data API is unavailable, the system automatically falls back to Web Search.
How to Use
Just ask in Super Agent for something that needs the data. The agent semantically matches the request to a source, extracts the parameters (e.g. ticker, time range), asks once if a required parameter is missing, then calls the API — it can call several in parallel — and returns structured results.
To browse what's available, open Toolbox → Data Sources: finance sources are marked Free, e-commerce and sentiment sources show a 🔒 for non-paid users, and each source includes a Before/After example.
Access by Plan
| Item | Free | Paid | Team | Enterprise |
|---|---|---|---|---|
| Financial market data | ✓ | ✓ | ✓ | ✓ |
| E-commerce data | – | ✓ | ✓ | ✓ |
| Social media sentiment | – | ✓ | ✓ | ✓ |
For finance, all users get real data. For e-commerce and sentiment, Free users are downgraded to public data plus a soft upgrade hint; paid, Team, and Enterprise users get real data (Credits are deducted).
Credits
- Each API call deducts Credits in real time, and each API is priced independently.
- You're charged only on successful calls — a network timeout, API error, or permission failure costs nothing.
- If your balance is insufficient, the call is interrupted and you're prompted to top up.
Data Sources vs. Web Search
- Web Search reads public web pages, which may be imprecise or stale.
- Data Sources return structured, precise professional data: minute-level quotes, standardized financials, derivatives with positions, and precise e-commerce sales and creator data.
- When a data API is unavailable, the system automatically falls back to Web Search.
What If a Source Is Updated or Removed?
The lineup is updated over time. If a data source stops working or returns unexpected results, contact support with the specific scenario.