Who it is for
Freight forwarding operators and their finance teams working inside Fr8Labs who need reporting without a SQL step.
AI Connectors · Data & Analytics
Fr8Labs Analytics
Freight forwarding operations and finance reporting
Overview
What Fr8Labs Analytics does
Fr8Labs Analytics answers questions about freight forwarding operations using data held in the Fr8Labs management system. Shipments, revenue, cost, margin, profit and loss, and ageing on receivables and payables are all covered.
Questions are asked in plain language, and results can be turned into charts, assembled into dashboards, or scheduled to arrive by email on a recurring basis.
Data boundaries are stated explicitly. Each query reads from a warehouse isolated per tenant, so results stay limited to the querying company, and scheduled reports can only be sent to addresses on that company's own domain. The stated audience is forwarding operators and finance staff who want their own numbers without writing SQL.
What stands out
Tenant isolation and domain restricted report delivery are written into the product description rather than left implicit.
Availability
Where Fr8Labs Analytics is listed
Fr8Labs Analytics is listed in the ChatGPT apps directory only. Fr8labs has no connector under the same domain in the Claude directory; 392 of the 3,150 products here are on both marketplaces, and this is not one of them.
ChatGPT apps are built on MCP, and the same server can back a Claude connector, so the absence is a distribution decision rather than a technical one.
ChatGPT listing
In the ChatGPT apps directory
- Developer
- Fr8labs
- Filed under
- Data & Analytics
- Listed since
- June 2026
- Authentication
- Authenticates when installed
- Policies published
- Privacy policy · Terms of service
- Official listing
- Open in ChatGPT
- Snapshot
- August 2026
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This is an independent catalogue entry compiled by Node8 from Fr8Labs Analytics's public marketplace listing as it stood in August 2026. Listing facts come from the marketplaces; the comparisons against the rest of the directory and any live-endpoint measurements are Node8's. Node8 is not affiliated with Fr8labs, and inclusion here is not an endorsement.
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