Instagram Ads Data Integration | Social Advertising Analytics
Connect Instagram Ads in 5 minutes. Your AI agent extracts campaign performance, creative-level metrics, and audience demographics — then correlates Instagram spend and conversions with cross-channel insights from 1,000+ sources.






Key Takeaways What your AI agent extracts from Instagram Ads
Your agent reads Ad Accounts, Campaigns, Ad Sets, Ads, Insights, Audiences, Placements (Feed, Stories, Reels), and Creatives from the Instagram Graph API via Meta's Marketing API. It surfaces impressions, reach, clicks, CTR, CPC, CPM, spend, conversions, conversion value, cost per conversion, frequency, engagement (likes, comments, shares), Story views, Reel metrics (plays, average watch time), audience demographics (age, gender, location), inline link clicks, and quality ranking. Data is available with hourly refresh cadence and up to 37 months of historical records.
All Instagram Ad Placements Covered
Improvado pulls Ad Accounts, Campaigns, Ad Sets, Ads, Insights, Audiences, Placements (Feed, Stories, Reels), and Creatives from Instagram via Meta's Marketing API. We capture impressions, reach, clicks, CTR, CPC, CPM, spend, conversions, ROAS, engagement metrics, Story views, Reel plays and watch time, audience demographics, and quality rankings with up to 37 months of historical data.
Data objects and fields Improvado extracts from Instagram Ads
| Object | Fields |
|---|---|
| Campaigns | campaign_id campaign_name objective status daily_budget lifetime_budget start_date end_date |
| Ad_Sets | ad_set_id campaign_id ad_set_name targeting bid_strategy budget optimization_goal status |
| Ads | ad_id ad_set_id ad_name creative_id status impressions clicks spend conversions |
| Insights | date ad_id impressions reach clicks ctr cpc cpm spend conversions conversion_value roas |
| Audiences | audience_id audience_name audience_type size demographics interests behaviors |
| Creatives | creative_id creative_name format placement thumbnail_url engagement_rate quality_ranking |
From connection to autonomous action in three steps
Connect
Connect: Authorize Instagram Ads via OAuth 2.0 through Meta for Developers in under 5 minutes. Improvado backfills up to 37 months of campaign, ad set, ad, and insights data from your selected ad accounts.
Ask
Query: Ask your agent natural language questions like Which Reels ads have the lowest CPA? or Compare Instagram Stories CTR to Feed placements. The agent surfaces spend, conversions, ROAS, engagement, audience demographics, and creative-level performance across all campaigns.
Act
Act: Your agent pauses underperforming ad sets, adjusts budgets, updates audience targeting, duplicates winning creatives, and modifies bid strategies — all via Meta's Marketing API with validation checks and audit logging.
What teams ask their AI agent about Instagram Ads
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Which Instagram Reels ads had the lowest cost per conversion in the last 30 days?
Your AI agent analyzes Instagram Ads data and delivers actionable insights — automatically, in seconds.
Compare Instagram Stories CTR against Facebook Feed ads for our spring campaign
Your AI agent analyzes Instagram Ads data and delivers actionable insights — automatically, in seconds.
Pause all Instagram ad sets with CPC above $4.50 and reallocate budget to top performers
Your AI agent analyzes Instagram Ads data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read Instagram Ads — it optimizes them.
Read
Read: Ad Accounts, Campaigns, Ad Sets, Ads, Insights, Audiences, Placements (Feed, Stories, Reels, Explore), Creatives, impressions, reach, clicks, CTR, CPC, CPM, spend, conversions, conversion value, ROAS, engagement (likes, comments, shares, saves), Reel plays and watch time, Story views, audience demographics (age, gender, location, device), quality ranking, and Shopping metrics (catalog sales, product views).
Write
Write: Pause or activate campaigns, ad sets, and ads; adjust budgets and bid strategies; update audience targeting (custom, lookalike, interest-based); duplicate high-performing creatives; modify ad schedules and placements; and set budget caps or CPA targets.
Monitor
Monitor: Track real-time spend pacing, conversion rate fluctuations, CPA and ROAS trends, creative fatigue signals (frequency, engagement drop-off), audience saturation, placement performance shifts, and budget utilization across campaigns and ad accounts.
Claude, ChatGPT, and Cursor can pause underperforming ad sets, adjust budgets, update audience targeting, and duplicate winning creatives across campaigns — all via natural language commands. Write-back actions execute through Meta's Marketing API with rate-limit handling and error recovery. Every budget shift, targeting change, and creative update is logged in an immutable audit trail with user attribution, timestamp, and approval workflow status.
| Ad Creative | Conversions | Cost per Conversion |
|---|---|---|
| Summer Collection — Reel 1 | 342 conversions | $2.80 |
| Product Demo — Reel 3 | 289 conversions | $3.20 |
| Behind the Scenes — Reel 2 | 214 conversions | $4.10 |
| Customer Testimonial — Reel 4 | 187 conversions | $5.40 |
| Trend Challenge — Reel 5 | 156 conversions | $6.70 |
Send Instagram Ads 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 Instagram Ads 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
How does Improvado connect to Instagram Ads?
What Instagram Ads data does Improvado pull?
How often does Instagram Ads data refresh?
Can the AI agent write data back to Instagram Ads?
Is Instagram Ads data secure with Improvado?
How does Instagram Ads connect with other platforms in Improvado?
"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 Instagram Ads today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.