Adserving Data Integration: Display Metrics Decoded
Connect ad servers (Google Ad Manager, Trade Desk, Amazon DSP) and let AI agents query impressions, viewability, and conversions.
Key Takeaways Connect ad serving platform integration
Improvado connects to major ad serving platforms including Google Ad Manager, Amazon DSP, The Trade Desk, and Adobe Advertising Cloud through secure API connections. The platform extracts impression data, click metrics, viewability scores, and conversion tracking information. Your ad serving data refreshes automatically every 3 hours with support for historical data backfills. API rate limits are managed intelligently to ensure consistent data flow.
Unified programmatic advertising analysis
Ad serving data gets normalized through Improvado's Marketing Common Data Model alongside your social media advertising and search campaigns. Impression delivery, CPM rates, and audience targeting data appear in consistent schemas across all platforms. This unified structure enables comprehensive programmatic performance analysis against other advertising channels. Cross-platform frequency capping and audience overlap analysis becomes straightforward.
Data objects and fields Improvado extracts from Adserving
| Object | Fields |
|---|---|
| Campaign | impressions clicks spend conversions CTR CPC status |
| Creative | impressions clicks CTR format size status |
| Placement | impressions clicks spend site position viewability |
| Audience | impressions reach frequency segment conversions |
From connection to autonomous action in three steps
Connect
Connect your ad server via API credentials or OAuth. Improvado syncs creative performance, impression data, and campaign hierarchies in real-time.
Ask
Ask questions like 'Which placements have the lowest viewability?' or 'Show me frequency distribution for our retargeting campaigns.'
Act
The agent pauses underperforming creatives, adjusts frequency caps, reallocates impression budgets, and updates targeting rules directly in your ad server.
What teams ask their AI agent about Adserving
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Analyze programmatic campaign performance against social media advertising ROI
Your AI agent analyzes Adserving data and delivers actionable insights — automatically, in seconds.
Optimize ad serving budgets based on cross-platform audience engagement data
Your AI agent analyzes Adserving data and delivers actionable insights — automatically, in seconds.
Create executive dashboards showing programmatic contribution to total media spend
Your AI agent analyzes Adserving data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read ad serving data — it optimizes programmatic budgets
Read
Pulls creative-level metrics, impression delivery, viewability rates, frequency data, placement performance, and audience segment breakdowns from your ad serving platform.
Write
Pauses or activates creatives, adjusts bid modifiers, updates frequency caps, reallocates budgets between placements, and modifies targeting parameters.
Monitor
Watches for delivery pacing issues, viewability drops below thresholds, frequency spikes, creative fatigue signals, and impression discrepancies across campaigns.
AI agents query impression data, viewability scores, and conversion tracking from Google Ad Manager, The Trade Desk, Amazon DSP, and Adobe Advertising Cloud. They analyze programmatic performance against social media ROI, optimize budgets based on cross-platform engagement, and answer questions like "which DSP placements drive the lowest cost per acquisition?" Agents calculate programmatic contribution to total media spend automatically.
| Creative | Impressions | CTR |
|---|---|---|
| Fall_Hero_Video_30s | 1.2M | +3.4% |
| Fall_Carousel_Lifestyle | 890K | +2.9% |
| Fall_Static_Product_A | 760K | +2.1% |
| Fall_Static_Product_B | 640K | +1.8% |
| Fall_Banner_Generic | 520K | +0.6% |
Send Adserving 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 Adserving 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
Which ad serving platforms does Improvado support?
What ad serving metrics can I analyze in my warehouse?
How quickly does ad serving data appear in my warehouse?
Can I track cross-platform frequency and reach metrics?
Does Improvado handle programmatic deal data?
Can I combine ad serving data with first-party customer data?
"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 Adserving today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.