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Marketing ⇄ Data warehouse

Bingads to Firebolt integration — real-time, two-way sync

Keep Bingads and Firebolt in sync without custom scripts. Cut weeks of integration work, eliminate silent data drift, and give your team a single, reliable source of truth.

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Adopted by fast-scaling companies moving mission-critical data in real time

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Why teams connect Bingads and Firebolt

Put modeled data to work and measure what it drives: Firebolt and Bingads keep contacts, audiences, and campaign results in step in real time, in both directions.

Firebolt is where your team models customers, product usage, and revenue into trusted tables; Bingads runs the campaigns, audiences, and messages that reach those people. The two overlap wherever the same person, account, or segment matters to both, and when the bridge between them is a nightly export or a hand-built list, marketing targets stale data while analytics never sees what the campaign returned.

Stacksync syncs Views, Aggregating indexes, Engines, Databases in Firebolt with Campaigns, Ad Groups, Ads, Keywords & Negative Keywords in Bingads field by field, in real time, and in both directions. You decide which system owns which fields — a computed score or segment can flow out to Bingads while sends, opens, and conversions flow back to Firebolt — and Stacksync keeps every copy consistent and resolves conflicts by rules you set.

Common use cases

  • 01 Keep dimension tables aligned with source systems while high-volume event data loads through separate batch pipelines.
  • 02 Sync aggregated results from Firebolt back to operational tools that need computed metrics (reverse ETL).
  • 03 Pull performance Reports (campaign, ad group, keyword, geographic) into Postgres or a warehouse to blend Microsoft Advertising spend and conversions with Google Ads, CRM, and revenue data.
  • 04 Import offline conversions - closed-won deals and qualified leads - from a CRM into Microsoft Advertising with ApplyOfflineConversions so automated bidding optimizes on real outcomes.

Common sync patterns

Suppression and consent stay aligned

Unsubscribes, bounces, and consent or opt-out flags held in either system propagate to the other, so no one is messaged after opting out and Firebolt holds the current state for auditing.

Enrich records with warehouse context

Product-usage counts, plan tier, region, or account owner computed in Firebolt appear on the matching record in Bingads, so targeting, routing, and personalization use up-to-date context.

Activate a modeled audience

A segment or score built in Firebolt — high-intent accounts, churn risk, a lifetime-value tier — lands as an audience or contact field in Bingads, so campaigns target the people your data actually points to instead of a static export.

What you can sync between Bingads and Firebolt

Representative objects on each side — any object or custom field can map to any target. Schemas are auto-detected; types are converted between the two systems.

Bingads objects Firebolt objects How this pairing syncs
Audiences & Remarketing Lists Remarketing, customer-match, in-market, and similar audiences; read and create/associate to keep audience lists aligned with a CDP or CRM. Views Curated query surfaces commonly used as sources for reverse ETL. Audiences & Remarketing Lists is specific to Bingads and Views to Firebolt — each maps to any object or custom field on the other side.
Conversion Goals & Offline Conversions Conversion goals (read/create) plus ApplyOfflineConversions, which imports offline conversion events (closed deals, qualified leads) back into Microsoft Advertising to inform bidding. Aggregating indexes Precomputed rollups maintained at write time; incremental loads update them automatically. Conversion Goals & Offline Conversions is specific to Bingads and Aggregating indexes to Firebolt — each maps to any object or custom field on the other side.
Ad Extensions (Assets) Sitelink, callout, image, call, and other extensions/assets associated to campaigns and ad groups; CRUD via Campaign Management. Engines Compute resources that must be running for a sync to read or write. Ad Extensions (Assets) is specific to Bingads and Engines to Firebolt — each maps to any object or custom field on the other side.
Accounts, Customers & Users Customer Management hierarchy - accounts, customers, and users - read and managed to mirror agency/MCC-style structure and access into an internal database. Databases Logical containers holding the tables a sync targets. Accounts, Customers & Users is specific to Bingads and Databases to Firebolt — each maps to any object or custom field on the other side.
Performance Reports Campaign, ad group, keyword, geographic, and audience performance via the asynchronous Reporting service (submit, poll, download); read-only spend and conversion data. Tables Managed columnar tables written with SQL; the main sync destination. Performance Reports is specific to Bingads and Tables to Firebolt — each maps to any object or custom field on the other side.
Campaigns Search, Audience, Shopping, and Performance Max campaigns with budget, status, and campaign-type settings; full create/read/update/delete through the Campaign Management service (or Bulk for scale). External tables References to files in object storage used to stage bulk loads. Campaigns is specific to Bingads and External tables to Firebolt — each maps to any object or custom field on the other side.

How changes propagate between Bingads and Firebolt

Each direction of the sync is driven by what the source system can signal and what the destination accepts — detection, delivery, and expected latency below.

Bingads Firebolt Interval-based propagation

DetectionStacksync polls Bingads for changes on an incremental schedule, reading only records changed since the previous pass. No webhooks or change-data-capture.

DeliveryEach detected change is applied to Firebolt as a row-level write, with types converted between the two schemas.

Firebolt Bingads Interval-based propagation

DetectionStacksync polls Firebolt for changes on an incremental schedule, reading only records changed since the previous pass. Polling.

DeliveryEach detected change is written to Bingads through its API, with automatic retries and rate-limit backoff.

Rate-limit considerations

  • Bingads: Service-specific throttling rather than one global limit. Ad Insight caps calls per user per minute with a 60-second sliding window at the customer level. The Bulk service caps download/upload calls and, once hit, returns 'no more bulk upload or download calls will be permitted for this account,' clearing after up to 15 minutes; Campaign Management caps entities per call, so large changes go through Bulk.
  • Firebolt: No fixed request quota; throughput depends on the engine size attached to the workload.
What ships with Bingads ⇄ Firebolt

Connect Bingads and Firebolt for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Bingads–Firebolt connection.

Real-time

Two-way sync

Changes in Bingads or Firebolt instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Bingads or Firebolt data changes, update records, fire webhooks, or kick off sequences without brittle API scripts.

At scale

Event queues

Handle millions of events per minute without losing a single Bingads or Firebolt record.

Observability

Monitoring

Track your Bingads ⇄ Firebolt sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between Bingads and Firebolt.

How the Bingads and Firebolt connectors work

Bingads

Integration surface
SOAP web services (Bing Ads API v13): Campaign Management, Bulk, Reporting, Customer Management, Customer Billing, and Ad Insight services, plus offline conversion import. SDKs for C#, Java, Python, and PHP; a Sandbox environment mirrors production.
Authentication
OAuth 2.0 (Microsoft identity platform / Azure AD) access tokens passed in the SOAP AuthenticationToken header, plus a Microsoft Advertising Developer Token that authorizes API access; calls are scoped by CustomerId and account (CustomerAccountId).
Change detection
No webhooks or change-data-capture. Reporting is asynchronous - submit a report request, poll until it completes, then download the file. Current campaign state is refreshed via scheduled Bulk downloads (full or by last-sync date) or entity list calls.
Capabilities
read · write
Rate limits
Service-specific throttling rather than one global limit. Ad Insight caps calls per user per minute with a 60-second sliding window at the customer level. The Bulk service caps download/upload calls and, once hit, returns 'no more bulk upload or download calls will be permitted for this account,' clearing after up to 15 minutes; Campaign Management caps entities per call, so large changes go through Bulk.

Firebolt

Integration surface
SQL over a REST API, with JDBC, Python, and Node.js SDKs
Authentication
Service account credentials (client ID and secret) exchanged for OAuth 2.0 tokens
Change detection
Polling; Firebolt is an analytics destination and does not expose a change feed
Capabilities
read · write
Rate limits
No fixed request quota; throughput depends on the engine size attached to the workload
How it works

How to connect Bingads to Firebolt — three steps, no code

Configure and sync within minutes, no code. Whether you sync 50k or 100M+ records, Stacksync handles the queues, infra, and plumbing. Integrations are non-invasive and need zero setup on your systems.

  1. 01

    Connect your apps

    Authenticate Bingads and Firebolt with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.

    • OAuth 2.0
    • SSH tunnel
    • VPC peering
    Bingads connected
    Firebolt connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Bingads and Firebolt objects to sync — Stacksync auto-detects both schemas, including custom fields where the platform exposes them. Sync to existing tables, or let Stacksync create new ones with ideal data types.

    • Standard objects
    • Custom objects
    • Auto-schema
    objects · Bingads ⇄ Firebolt
    Customers 12,480
    Sales Orders 8,213
    Invoices 5,902
    Items 1,344
  3. 03

    Map fields

    Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.

    • Auto-map
    • Type casting
    • Transforms
    Bingads Firebolt
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

Bingads and Firebolt integration FAQ

SECURITY

Security teams trust Stacksync

As a data company, we understand the importance of keeping your data secure. Stacksync is built with security best practices to keep your data safe at every layer, and is DPF-certified for US, EU, UK and CH data transfers.

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SSO & SCIM

Let your users access Stacksync from your centralized user management systems. Works with Okta, Azure, Google SSO and more.

Alerts

Immediately get alerted about record syncing issues over email, Slack, PagerDuty and WhatsApp. Resolve issues from a centralized dashboard with retry and revert options.

Secure connection options

Securely connects to your systems with:

OAuth 2 SSH Tunnelling SSL certificates IP Whitelisting VPN gateway VPC peering and more

Related integrations

Every pair below is a real-time, two-way sync. Search all 399 integrations available for Bingads and Firebolt.

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