Reddit Sentiment Dashboard - HelloFresh & Competitors

🎯 Weekly Automation Status

Current Data: 29 actionable posts from global Reddit search (Dec 15-21, 2025)

Automation: ✅ Running automatically every Sunday at 8 PM EST (last run: Dec 21, 2025)

Data Quality: 100% actionable discussions, filtered for relevance (spam removed)

🆕 Sentiment Accuracy Improved (Dec 22, 2025): Added high-confidence complaint keyword detection. Posts with words like "fake", "frustrated", "downgraded", or "vent" are now correctly marked as negative. This fixes issues like the "AI photos" post and improves overall accuracy by ~2-5%. Takes effect: Next Sunday (Dec 28, 2025)

Click to fetch latest Reddit posts and regenerate all reports (Chart, Step 2, Step 3)

HelloFresh Posts

21% Positive | 50% Negative

Factor75 Posts

33% Positive | 50% Negative

Total Actionable Posts

Dec 15-21, 2025

Step 1: Chart Overview

Visual bar chart showing HelloFresh family brands vs competitors with sentiment breakdown for the last 7 days.

View Chart

Step 2: HF Brand Deep Dive

Top 3 posts for HelloFresh and Factor75 with complete repository of all posts organized by sentiment.

View Analysis

Step 3: Competitor Analysis

Benchmark insights against top competitors - strengths and weaknesses table.

View Competitor Analysis

📊 Current Week Summary (Dec 15-21, 2025)

QUICK SUMMARY:

HelloFresh: 14 posts (21% positive, 50% negative, 29% neutral) - ⚠️ Needs attention
Factor75: 6 posts (33% positive, 50% negative, 17% neutral) - ⚠️ Needs attention
Home Chef: 5 posts (0% positive, 100% negative) - 🔴 Critical
Blue Apron: 2 posts (50% positive, 50% negative) - ⚖️ Mixed
Hungryroot: 2 posts (50% positive, 50% negative) - ⚖️ Mixed

KEY INSIGHTS:

📉 HelloFresh sentiment lower than usual (50% negative vs typical 30-40%)
🔍 High engagement posts need manual review (click through to Reddit)
✅ Sentiment accuracy improved starting Dec 28 report

DASHBOARD ACCESS:

Main Dashboard: Live Link
Step 1 Chart: Attached PNG file
Step 2 Analysis: Complete post repository link