Product Intelligence
Voice of the Customer · Instagram
Overview
KPI snapshot powered by aggregate post & comment analysis.
Posts analyzed
—
loaded via API
Comments analyzed
—
unique users captured
Avg sentiment score
—
—
Open complaints
—
need triage
Feature requests
—
for roadmap consideration
Bug reports
—
engineering queue
Total likes
—
engagement
Avg comments / post
—
engagement per post
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 itemsData will load here after your first analysis run.
💡 Feature requests
0 itemsData will load here after your first analysis run.
AI Weekly Brief
What users love, hate, can't do, and what's broken — synthesized with recommendations for Engineering & Product.
Customer Intelligence
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 |
|---|
Recent comments
0| User | Comment | Sentiment | Topic | Intent | Tags | Posted |
|---|
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.
Idle.
Step 2 · Run AI analysis
Process un-analyzed comments through the Feedback Engine.
Idle.