Star ratings tell you how happy customers are on a scale. Sentiment mining tells you why. East13 analyzes the actual text of your Google reviews to extract themes, emotions, and patterns that numbers alone cannot reveal.
What Sentiment Mining Does
East13 reads every review on your Google Business Profile and categorizes it by:
- Overall sentiment — Positive, negative, or neutral
- Key themes — What topics come up most (e.g., “wait time”, “friendly staff”, “pricing”, “quality of work”)
- Emotional tone — Frustration, gratitude, surprise, trust
- Service mentions — Which of your services get mentioned most often
Where to Find It
Sentiment data appears in two places:
- Local SEO → Sentiment Mining — The dedicated panel with full theme breakdown, trend charts, and individual review analysis
- Review Manager — Each review shows its sentiment tag alongside the star rating, so you can quickly spot negative sentiment even in 4-star reviews
Why It Matters
A 4-star review that says “great work but the wait was ridiculous” contains critical business intelligence. Sentiment mining catches these signals and aggregates them so you can see patterns. If “wait time” appears as a negative theme across 15% of your reviews, that is actionable information for your operations — not just your marketing.
How It Connects to SEO
East13 feeds sentiment data into your content strategy. If customers frequently praise a specific service in reviews, the system prioritizes content about that service — reinforcing what already resonates. If a negative theme emerges, the system can generate content that addresses the concern (e.g., a blog post about your improved booking process).
Sentiment themes also influence your review response templates. East13 can draft responses that acknowledge specific themes mentioned in the review, making your replies feel personal rather than generic.
Competitor Sentiment
When competitor GBP tracking is active, East13 also mines their reviews for sentiment. This lets you see where competitors are weak — if their reviews consistently mention slow response times and yours mention fast service, that is a competitive advantage worth highlighting in your content and GBP posts.