Voice of the Customer · Instagram
Overview
KPI snapshot powered by aggregate post & comment analysis.
Sentiment distribution
n/aIntent mix
comment-levelTop 10 topics
by comment volumeFeedback breakdown
Raw customer voice grouped by category. Click examples to see the source comment.
🔥 Top complaints
0 items💡 Feature requests
0 itemsAI Weekly Brief
What users love, hate, can't do, and what's broken — synthesized with recommendations for Engineering & Product.
No brief generated yet
Click Generate weekly brief to produce an executive summary of the last 7 days of Instagram feedback. If the database or OpenAI is unavailable, a sample brief will be shown.
Posts & comments
Latest ingested content with optional AI analysis.
Recent posts
0| Shortcode | Caption preview | Type | Likes | Comments | Posted | Analysis |
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Recent comments
0| User | Comment | Sentiment | Topic | Intent | Tags | Posted |
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Pipeline controls
Kick off ingestion and analysis directly from the dashboard.
Step 1 · Ingest data
Pull posts + comments via mock, official Graph API, or instagrapi scraper.
Step 2 · Run AI analysis
Process un-analyzed comments through the Feedback Engine.
🔐 Instagrapi credentials
Not savedSaved encrypted in Postgres (AES-256-CBC with your SECRET_KEY). ⚠️ Use a burner Instagram account, not your personal one.
🗓️ Daily cron & report
Every day 08:00 UTCRuns the full pipeline once: instagrapi ingestion → bulk AI analysis → daily brief. The docker cron service handles the schedule.
📜 Scheduled run history
0 runs| ID | Trigger | Status | Steps | Started | Duration | Summary |
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No runs yet. Click "Run daily pipeline NOW". | ||||||