Bluesky Data Integration | Decentralized Social Analytics
Connect Bluesky in 5 minutes. Your AI agent schedules posts, tracks likes, reposts, and follower growth across decentralized feeds — then correlates with cross-channel insights from 1,000+ sources.
Key Takeaways What your AI agent extracts from Bluesky
Improvado pulls posts with text, images, videos, and facets (mentions/hashtags), engagement metrics (likeCount, repostCount, replyCount, viewCount), profile data (handle, displayName, followerCount, followsCount), custom feeds, moderation labels, and timeline events. Your agent surfaces real-time social performance from Bluesky's decentralized AT Protocol, ready to compare with Twitter, LinkedIn, or paid social campaigns.
Full Decentralized Social Metrics
Improvado pulls posts with text, images, videos, and facets (mentions/hashtags), engagement metrics (likeCount, repostCount, replyCount, viewCount), profile data (handle, displayName, followerCount, followsCount), custom feeds, and moderation labels from Bluesky. We capture real-time social performance from the AT Protocol, ready to compare with other social platforms.
Data objects and fields Improvado extracts from Bluesky
| Object | Fields |
|---|---|
| Post | record_id text likeCount repostCount replyCount viewCount created_at facets |
| Profile | handle displayName avatar followerCount followsCount description did |
| Feed | feed_uri name likeCount creator_handle description indexed_at |
| Engagement | post_id event_type actor_handle timestamp cursor |
| Moderation | label_id content_flag severity target_uri created_at |
From connection to autonomous action in three steps
Connect
Connect: Authenticate with OAuth 2.0 using your Bluesky handle and app password in 5–10 minutes. Real-time post and engagement data flows immediately.
Ask
Query: Ask your agent to surface top posts by engagement, follower growth trends, or custom feed performance. It returns likes, reposts, views, and profile metrics, ready to compare with Twitter, LinkedIn, or paid social.
Act
Act: Your agent schedules posts, updates profiles, manages follows/blocks, and creates custom feeds. Every write action is logged with timestamp, user, and change details in your audit trail.
What teams ask their AI agent about Bluesky
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Which Bluesky posts had the highest engagement rate this week?
Your AI agent analyzes Bluesky data and delivers actionable insights — automatically, in seconds.
Compare Bluesky follower growth with Instagram and Twitter over the past 30 days
Your AI agent analyzes Bluesky data and delivers actionable insights — automatically, in seconds.
Schedule a post to Bluesky for tomorrow at 9 AM with our new product image and hashtags
Your AI agent analyzes Bluesky data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read Bluesky — it schedules and optimizes it.
Read
Read: Posts (text, images, videos, mentions, hashtags), engagement metrics (likes, reposts, replies, views), profiles (handle, follower/following counts), custom feeds, moderation labels, and timeline events.
Write
Write: Publish posts, schedule content, update profile fields (display name, avatar, bio), manage follows/blocks/mutes, and create custom feeds via AT Protocol.
Monitor
Monitor: Real-time engagement spikes, follower growth patterns, custom feed performance, moderation label changes, and post sentiment trends.
Claude, ChatGPT, and Cursor can publish posts, schedule content, update profiles, and manage follows/blocks via Bluesky's AT Protocol. Your agent writes back engagement-driven optimizations — adjusting post timing based on historical performance, A/B testing captions, or syncing moderation lists across accounts. Every write action is logged in your audit trail with timestamp, user, and change details.
| Post | Engagement Rate | Total Interactions |
|---|---|---|
| Product launch announcement with demo video | 8.4% | 1,247 interactions |
| Behind-the-scenes: team culture thread | 6.9% | 892 interactions |
| Customer success story with testimonial | 5.7% | 734 interactions |
| Industry insights: AI trends 2024 | 4.3% | 581 interactions |
| Weekend poll: favorite feature request | 3.8% | 467 interactions |
Send Bluesky 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 Bluesky 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 Bluesky?
What Bluesky data does Improvado pull?
How often does Bluesky data refresh?
Can the AI agent write data back to Bluesky?
Is Bluesky data secure with Improvado?
How does Bluesky 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 Bluesky today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.