Instagram Data Integration | Visual Performance Tracking
Track Instagram post engagement, story metrics, and follower growth automatically. Push social data to BigQuery for marketing attribution.
Top performer: Brand campaigns at 8.1x ROAS.
Complete Instagram data integration
Improvado connects to Instagram's Graph API to extract both advertising and organic content performance data. Our connector pulls campaign metrics, story views, post engagement, and audience demographics automatically. Data includes Instagram Shopping performance, Reels metrics, and influencer collaboration results. Automated hourly syncs ensure your social media dashboards stay current without manual exports.
From connection to autonomous action in three steps
Connect
Authenticate Instagram via OAuth in under 5 minutes. Improvado normalizes your data across 1,000+ sources automatically.
Ask
Your AI agent queries Instagram performance in natural language. Trends, anomalies, cross-channel comparisons — one conversation.
Act
The agent pauses underperformers, adjusts settings, generates executive reports, and monitors anomalies — every action logged.
Extract All Your Marketing Data from Instagram
The Instagram API Platform can be used to build non-automated, authentic, high-quality apps and services tha help you share your own content with 3rd party apps.
Social data unified across platforms
Instagram data integrates into Improvado's Marketing Common Data Model alongside Facebook, TikTok, Twitter, and other social platforms. This creates unified social media reporting with standardized engagement rates, reach metrics, and conversion tracking. Cross-platform audience analysis becomes possible when Instagram demographics connect with other channel data. Build comprehensive social ROI models with consistent attribution and revenue metrics.
What teams ask their AI agent about Instagram
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Compare Instagram ad performance against Facebook and TikTok campaigns in unified dashboards
Your AI agent analyzes Instagram data and delivers actionable insights — automatically, in seconds.
Track social commerce revenue from Instagram Shopping alongside other ecommerce channels
Your AI agent analyzes Instagram data and delivers actionable insights — automatically, in seconds.
Analyze organic content performance impact on paid campaign effectiveness across social platforms
Your AI agent analyzes Instagram data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read Instagram — it acts on it
Read
Pull metrics, dimensions, and trends from Instagram — across every account and campaign. Your AI handles the query.
Write
Launch campaigns, pause underperformers, adjust settings. Every action logged and governed.
Monitor
Anomaly alerts, budget pacing watches, weekly auto-reports. Problems caught before they burn budget.
Query, write, and monitor Instagram through Claude, ChatGPT, Cursor, or any MCP client. Every action is logged and governed.
| Campaign | Spend | ROAS |
|---|---|---|
| Brand — Exact | $4,200 | 8.1x |
| Non-Brand | $12,800 | 4.7x |
| Retargeting — 30d | $3,100 | 4.2x |
| Competitor | $8,400 | 3.1x |
| DSA — Blog | $2,600 | 2.8x |
Send Instagram data anywhere
Load normalized data to your preferred warehouse, BI tool, or cloud storage.
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 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
Put an AI agent on your Instagram today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.