StackAdapt GraphQL Data Integration — Real-Time Ads
Connect StackAdapt GraphQL in 5 minutes. Your AI agent queries campaign spend, ROAS, impressions, clicks, conversions, CPM, and CPC — then cross-references performance against 1,000+ marketing sources for complete visibility.
Key Takeaways Connect StackAdapt GraphQL integration in minutes
Improvado connects to StackAdapt's GraphQL API to extract your programmatic advertising data automatically. Our platform pulls campaign performance metrics, audience insights, and spend data from your StackAdapt account without requiring technical GraphQL expertise. The integration refreshes your data on customizable schedules, ensuring your analytics always reflect current campaign performance. No manual CSV downloads or complex API authentication required.
Unified programmatic data across all platforms
Improvado's Marketing Common Data Model (MCDM) standardizes StackAdapt GraphQL data alongside other advertising platforms like Google Ads, Facebook, and Amazon DSP. Campaign metrics are normalized into consistent naming conventions and data types, enabling cross-platform analysis. Compare StackAdapt performance against other programmatic platforms using unified attribution models. Your data flows seamlessly into BigQuery, Snowflake, Redshift, or BI tools like Tableau and Power BI.
Data objects and fields Improvado extracts from StackAdapt GraphQL
| Object | Fields |
|---|---|
| Campaign | name status spend impressions clicks conversions eCPA eCPC |
| LineItem | bid_amount budget pacing impressions clicks spend CTR |
| Creative | creative_type impressions clicks spend CTR video_completion_rate |
| Audience | audience_name reach impressions clicks conversions CPM |
| Conversion | conversion_type conversions revenue ROAS post_view post_click |
From connection to autonomous action in three steps
Connect
Connect your StackAdapt account through OAuth authentication. The agent securely accesses campaign data, creative performance, audience segments, and bidding strategies via the GraphQL API with read-write permissions.
Ask
Ask questions like 'Which video campaigns have completion rates above 70%?' or 'Show me display campaigns with CPM over $12 in the last week.' The agent queries real-time programmatic performance across all inventory types.
Act
The agent pauses underperforming line items, adjusts bid multipliers for high-value audiences, reallocates budgets between campaigns, updates frequency caps, and modifies dayparting schedules based on conversion windows.
What teams ask their AI agent about StackAdapt GraphQL
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Compare StackAdapt campaign ROI against Google Display and Facebook campaigns in unified dashboards.
Your AI agent analyzes StackAdapt GraphQL data and delivers actionable insights — automatically, in seconds.
Optimize programmatic spend allocation based on cross-platform audience performance data.
Your AI agent analyzes StackAdapt GraphQL data and delivers actionable insights — automatically, in seconds.
Generate executive reports combining StackAdapt metrics with other advertising channels.
Your AI agent analyzes StackAdapt GraphQL data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read StackAdapt GraphQL — it optimizes campaigns.
Read
The agent reads campaign performance metrics including impressions, CTR, viewability, video completion rate, CPM, CPC, audience segment breakdowns, creative performance, inventory source data, frequency distribution, geographic performance, device splits, and daypart analysis from your StackAdapt account.
Write
The agent pauses or activates campaigns and line items, adjusts campaign budgets and bid amounts, modifies audience targeting parameters, updates frequency caps, changes dayparting schedules, duplicates high-performing campaigns, and applies bid multipliers to specific inventory sources or audience segments.
Monitor
The agent monitors campaign pacing against daily budgets, tracks CTR drops below defined thresholds, watches for CPM spikes above historical averages, detects frequency cap breaches, identifies audience segments with declining performance, and alerts on viewability rates falling below platform benchmarks.
Query ad group performance, adjust budgets, and monitor conversion trends across StackAdapt GraphQL through Claude, ChatGPT, Cursor, or any MCP client. Every campaign change, spend adjustment, and data query is logged and governed.
| Campaign | Impressions | Viewability |
|---|---|---|
| Premium Logistics Q1 - Desktop | 2.4M | 87% |
| Freight Solutions - Mobile Web | 1.9M | 82% |
| Supply Chain Retargeting | 1.1M | 79% |
| Enterprise Transport - Video | 890K | 76% |
| B2B Logistics Awareness | 670K | 71% |
Send StackAdapt GraphQL data anywhere
Load normalized data to your preferred warehouse, BI tool, or cloud storage. Click any destination to see its integration guide.
They extract data. Improvado deploys an agent.
Traditional tools move data from A to B. Improvado gives you an AI agent that reads, acts, and monitors — with StackAdapt GraphQL as one of 1,000+ integrated sources.
| Feature | Improvado | Supermetrics | Funnel.io | Fivetran |
|---|---|---|---|---|
| Data fields extracted | 200+ | ~90 | ~120 | ~80 |
| Total integrations | 1,000+ | ~150 | ~500 | ~300 |
| Cross-channel normalization (CDM) | ✓ Built-in | ✗ Manual | ● Basic mapping | ✗ Raw only |
| AI Agent access (MCP) | ✓ Read, Write, Monitor | ✗ | ✗ | ✗ |
| Data warehouse destinations | ✓ 16+ warehouses & BI tools | Sheets, Looker, BigQuery | BigQuery, Snowflake, Redshift | ✓ Broad warehouse support |
| Refresh frequency | Every 15 min | Scheduled triggers | Daily / 6hr | Every 15 min (premium) |
| SOC 2 Type II & HIPAA | ✓ | ✗ SOC 2 only | ✓ SOC 2 | ✓ |
| Best for | Teams that want an AI agent, not a pipeline | Small teams, spreadsheets | Mid-market, data teams | Engineering-led ELT pipelines |
Comparison based on publicly available documentation as of April 2026. Feature availability may vary by plan tier.
Frequently asked questions
Does Improvado support all StackAdapt GraphQL metrics?
How often does StackAdapt GraphQL data refresh?
Can I combine StackAdapt data with other advertising platforms?
What destinations support StackAdapt GraphQL data?
Do I need GraphQL expertise to set up this integration?
How much historical StackAdapt data can Improvado extract?
"Improvado saves about 90 hours per week and allows us to focus on data analysis."
"Improvado's reporting tool effortlessly integrates all our marketing data so we can easily track users across their entire digital journey. This saves me and my team countless hours."
Put an AI agent on your StackAdapt GraphQL today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.