Integrate Instagram Stories — Social Insights Automated
Stories performance, engagement rates, and mention tracking data flow to BigQuery automatically. Build social media ROI dashboards in Power BI or Tableau.
Top performer: Brand campaigns at 8.1x ROAS.
Connect Instagram Stories to your data warehouse
Improvado extracts Instagram Stories metrics including reach, impressions, replies, exits, and completion rates through the Instagram Graph API. The platform captures story-level performance data, audience demographics, and engagement patterns automatically. Data flows into your chosen destination like Snowflake, BigQuery, or Power BI without manual intervention. Mention tracking across posts and stories provides comprehensive brand monitoring capabilities.
From connection to autonomous action in three steps
Connect
Authenticate Instagram Stories and Mentions via OAuth in under 5 minutes. Improvado normalizes your data across 1,000+ sources automatically.
Ask
Your AI agent queries Instagram Stories and Mentions 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.
Integrate Instagram Stories & Mentions Data with Improvado
Leverage Instagram’s API with Improvado to automatically collect, store, and analyze Stories and mention data in your preferred data warehouse and gain insights into critical engagement data.
- Automatically pull Instagram Stories and mention data into your data warehouse.
- Preserve historical data beyond Instagram’s native retention limits.
- Integrate seamlessly with BI tools like Looker, Tableau, and Power BI for advanced reporting.
- Eliminate manual exports and reduce data discrepancies with real-time syncing.
How It Works: From Instagram API to Your Data Warehouse
- Connect Instagram via Improvado’s API integration.
- Extract and normalize data from Stories and mentions, ensuring consistency.
- Load data into your preferred warehouse (BigQuery, Snowflake, BigQuery, etc.).
- Analyze performance using dashboards and custom reports.
Unified social media analytics
Improvado's Marketing Common Data Model standardizes Instagram Stories data alongside metrics from Facebook, TikTok, LinkedIn, and other social platforms. This normalization enables comparison of story performance across different social networks. Marketing teams can analyze the complete social media funnel from story views to website conversions. Cross-platform reporting reveals which content formats and platforms drive the highest engagement rates.
What teams ask their AI agent about Instagram Stories and Mentions
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Compare Instagram Stories performance against TikTok and Facebook Stories in one view
Your AI agent analyzes Instagram Stories and Mentions data and delivers actionable insights — automatically, in seconds.
Track story-to-website attribution and conversion rates across social platforms
Your AI agent analyzes Instagram Stories and Mentions data and delivers actionable insights — automatically, in seconds.
Monitor brand mentions and sentiment across Instagram posts and stories
Your AI agent analyzes Instagram Stories and Mentions data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read Instagram Stories and Mentions — it acts on it
Read
Pull metrics, dimensions, and trends from Instagram Stories and Mentions — 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 Stories and Mentions 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 Stories and Mentions 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 Stories and Mentions 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 Stories and Mentions today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.