Connect BigQuery and
eBay with AI

Sync eBay sales, listings, and order data directly into BigQuery for centralized analytics. Stop manually exporting CSVs, wrestling with eBay's API rate limits, or rebuilding broken ETL scripts every time a schema changes.

No code required
Live in minutes
SOC 2 Type II

What you can automate today

Redbird gives your team ready-to-run workflows — just connect your accounts and go.

Stream eBay order data into BigQuery for real-time sales analytics

Automatically capture every eBay order—with line items, buyer details, shipping status, and fees—and load it into BigQuery tables as transactions complete. Build unified revenue dashboards that combine eBay performance with Shopify, Amazon, and other channels without manual exports.

Sync BigQuery inventory forecasts back to eBay listing quantities

Run ML-based demand forecasting models in BigQuery, then automatically update eBay listing quantities based on predicted stock levels and reorder points. Prevent overselling across marketplaces while maximizing listing visibility during high-demand periods.

Load eBay competitive pricing data for marketplace intelligence queries

Pull competitor listing prices, sold item history, and category trends from eBay into BigQuery datasets. Enable SQL-based price benchmarking, identify repricing opportunities, and track how your listings perform against category averages over time.

Generate automated eBay performance reports from BigQuery aggregations

Schedule BigQuery queries that calculate GMV, conversion rates, average order values, and fee structures across eBay categories and product lines. Automatically format results and distribute reports without manually pivoting spreadsheet exports every week.

Alert teams when BigQuery detects eBay listing performance anomalies

Run anomaly detection models in BigQuery on eBay view counts, watcher activity, and conversion metrics. Trigger immediate notifications when high-value listings underperform or when sudden traffic spikes indicate viral interest, so teams can adjust pricing or inventory.

Archive historical eBay seller metrics for long-term trend analysis

Continuously load eBay seller dashboards, feedback scores, defect rates, and performance standards into BigQuery for compliance and historical comparison. Maintain multi-year datasets that eBay's native reporting doesn't retain, enabling cohort analysis and seasonal pattern recognition.

Live in four steps

No engineers, no pipelines to maintain. Redbird handles the connectivity — you focus on the outcome.

01

Connect your accounts

Authorize BigQuery and eBay with OAuth or API credentials. Redbird never stores your data — it just passes through.

02

Describe what you want

Tell Redbird what to do in plain language — no SQL, no code, no configuration files required.

03

Review and activate

Redbird shows you exactly what it will do before running anything. Approve the workflow, set a schedule, and switch it on.

04

Let it run — and iterate

Workflows run on your schedule or on triggers. Every run is logged. Adjust with natural language at any time.

Built for data-driven teams

Redbird AI understands BigQuery's nested and repeated schema structures alongside eBay's marketplace data models—orders, listings, inventory, and seller metrics—without custom mapping configuration.

AI that understands both data warehouses and marketplace APIs

Redbird automatically handles eBay's complex order structures—with buyer addresses, multi-quantity line items, shipping carriers, and transaction fees—and maps them into BigQuery's nested RECORD and ARRAY types. The platform recognizes when eBay listing variations should denormalize into separate rows versus nest as STRUCT fields, and intelligently partitions tables by order date or listing category for query performance. Schema changes in eBay's API—new fulfillment fields, updated fee structures—sync automatically without breaking existing BigQuery views or downstream models.

Nested order & listing structures
Automatic partitioning strategies
Schema drift reconciliation
Rate limit & pagination handling
10×

faster than building custom eBay-to-BigQuery ETL pipelines with Cloud Functions

No API wrapper libraries, pagination logic, incremental load tracking, or error retry mechanisms to maintain

Auto-generated reports

Redbird can pull from BigQuery and eBay simultaneously, merge the results, and format a polished report — sent on a schedule or on demand.

Trigger-based alerts

Set conditions in natural language. Get notified in Slack or email the moment a threshold is crossed in either BigQuery or eBay.

Enterprise-grade security

SOC 2 Type II certified. Data flows encrypted in transit and at rest. Fine-grained permission controls with full audit logs.

Bidirectional sync

Push data from BigQuery into eBay, or from eBay back into BigQuery. Resolve conflicts with configurable merge rules.

Full audit trail

Every workflow run is logged — what ran, what changed, and why. Replay or revert any individual step at any time.

Triggers & actions for every team

Start workflows from BigQuery query results or eBay marketplace events, then take action in either system automatically.

BigQuery
Triggers & Actions
Trigger

Scheduled query completes

Fire workflows when BigQuery scheduled queries finish running, using results to trigger downstream actions.

Trigger

Table row count threshold met

Detect when BigQuery tables reach specified row counts, indicating data volume milestones or processing backlogs.

Trigger

New rows inserted into table

Trigger on fresh data landing in BigQuery tables from any upstream source or pipeline.

Action

Run parameterized SQL query

Execute BigQuery SQL with dynamic parameters from workflow context—product IDs, date ranges, thresholds.

Action

Insert rows into table

Write structured data from eBay or other sources directly into BigQuery tables with automatic schema validation.

Action

Create or update view

Programmatically manage BigQuery views based on changing business logic or eBay catalog structures.

eBay
Triggers & Actions
Trigger

New order placed

Capture every eBay order in real-time as buyers complete checkout, with full transaction and shipping details.

Trigger

Listing quantity falls below threshold

Detect when eBay inventory levels hit reorder points or risk stockouts on active listings.

Trigger

Item listing ends or sells out

Track when eBay listings conclude—whether sold, expired, or manually ended—for catalog reconciliation.

Action

Update listing price or quantity

Programmatically adjust eBay listing prices and available inventory based on BigQuery analytics or forecasts.

Action

Create or revise product listing

Publish new eBay listings or update descriptions, images, and variations from centralized product data.

Action

Mark order as shipped

Update eBay order fulfillment status with tracking numbers when warehouse systems confirm shipment.

BigQuery
+
eBay

Ready to connect your stack?

Start syncing eBay sales data into BigQuery and building marketplace analytics that don't require manual CSV exports or fragile API scripts. Connect your tools in minutes, not sprints.

Get started → Book a demo