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.

SOC 2 Type II 1,000+ data sources Any warehouse or BI tool

Improvado Agent

Connected to StackAdapt GraphQL

Show me our programmatic campaigns from the last 30 days with CTR below 0.15%.

Found 12 underperforming campaigns across display and native inventory. Combined spend is $47,200 with an average CTR of 0.09%. Top issue: audience segments 'In-Market Auto' and 'B2B Decision Makers' show frequency above 8 impressions per user.

Pause the bottom 5 campaigns and reallocate budget to our top 3 performers.

Paused 5 campaigns totaling $18,400 daily budget. Redistributed funds to campaigns SA-2847, SA-3012, and SA-3156. New daily budgets set at $6,133 each. Expected CTR improvement to 0.31% based on 14-day performance.

Trusted by data-driven teams

1,000+

Integrations

200+

StackAdapt GraphQL Fields

99.9%

SLA Uptime

<5 min

Setup

SOC 2

Type II

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.

200+ metrics and dimensions Campaigns, ad groups, keywords, audiences, geo, device — all granularity levels from the StackAdapt GraphQL API

15-minute refresh cycles Near real-time sync with 99.9% SLA uptime. No stale dashboards.

Cross-channel normalization Marketing CDM unifies your data with 1,000+ sources into one schema. No manual mapping.

Any warehouse or BI tool Snowflake, BigQuery, Redshift, Databricks, Power BI, Tableau, Looker Studio

AI Agent access via MCP Query, write, and monitor StackAdapt GraphQL through Claude, ChatGPT, Cursor, or any MCP client

Enterprise-grade security SOC 2 Type II, HIPAA, GDPR, CCPA. Raw data never leaves your environment.

OAuth setup in under 5 minutes No API keys, no code, no developer setup. Schema changes handled automatically.

Zero ongoing maintenance Pagination, rate limits, API versioning — all managed. Your team focuses on analysis.

Integration Details

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.

StackAdapt GraphQL API · API key · 3-hourly sync · incremental

Schema Overview

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

How it works

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.

Use Cases

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.

See how teams use Improvado →

Improvado Agent Analysis

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.

6 hrs → 20 min

Improvado Agent Cross-channel

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.

Manual → auto

Improvado Agent Reporting

Generate executive reports combining StackAdapt metrics with other advertising channels.

Your AI agent analyzes StackAdapt GraphQL data and delivers actionable insights — automatically, in seconds.

4 hrs → 10 min

AI Agent Access

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.

Claude ChatGPT Cursor Gemini Any MCP Client

Explore MCP →

Improvado Agent · StackAdapt GraphQL

You

Which native ad campaigns have the highest viewability rates this month?

Native Campaign Performance

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%

5 campaigns · 7.0M impressions · avg 79% viewability

You

Increase bids by 15% on the top two campaigns to scale reach.

Bid Adjustment Confirmed

2 campaigns · new max CPM $8.05 and $7.20

Destinations

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.

Snowflake → BigQuery → Redshift → Databricks → Power BI → Tableau → Looker Studio → Google Sheets → Domo → Excel → Qlik → Amazon S3 → Metabase → Grafana → PostgreSQL → Azure SQL →

SOC 2 Type II: Certified Security

HIPAA: Health Data Privacy

GDPR: EU Data Protection

CCPA: CA Privacy Standard

Compare

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.

FAQ

Frequently asked questions

Does Improvado support all StackAdapt GraphQL metrics?

Yes, Improvado extracts comprehensive StackAdapt data including campaign performance, audience metrics, creative analytics, and spend data through GraphQL API. We support over 200 StackAdapt metrics and dimensions. Custom fields and additional metrics can be added upon request.

How often does StackAdapt GraphQL data refresh?

Improvado refreshes StackAdapt data every 3 hours by default, with options for hourly updates for premium accounts. You can customize refresh schedules based on your reporting needs. Historical data is available for up to 2 years depending on your StackAdapt account settings.

Can I combine StackAdapt data with other advertising platforms?

Yes, Improvado normalizes StackAdapt data alongside 500+ other marketing platforms using our Marketing Common Data Model. This enables unified reporting across Google Ads, Facebook, Amazon DSP, and other programmatic platforms. All data uses consistent naming conventions and attribution models.

What destinations support StackAdapt GraphQL data?

Improvado loads StackAdapt data into BigQuery, Snowflake, Redshift, Azure Synapse, and other cloud warehouses. BI tool integrations include Tableau, Power BI, Looker, and Looker Studio. Data can also be sent to customer data platforms and marketing automation tools.

Do I need GraphQL expertise to set up this integration?

No, Improvado handles all GraphQL API complexity including query optimization, rate limiting, and error handling. Setup requires only your StackAdapt account credentials and destination configuration. Our platform manages authentication, data extraction, and transformation automatically.

How much historical StackAdapt data can Improvado extract?

Improvado can extract up to 2 years of historical StackAdapt data during initial setup, depending on your account's data retention settings. The platform maintains complete historical records once connected. Data granularity includes daily, hourly, and campaign-level metrics.

Customer stories

See all customer stories →

“Improvado saves about 90 hours per week and allows us to focus on data analysis rather than routine data aggregation, normalization, and formatting.”

Jeff LeeHead of Social, Media Buy, Influencer & Marketing Data, ASUS

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“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.”

Marc CerniglioInsights & Automation Manager, Chacka Marketing

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Put an AI agent on your StackAdapt GraphQL today

Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.

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