Reviews Analysis Report: AI Sentiment Analysis for Google Reviews
Thousands of reviews, read for you in minutes.
Reviews shape where you rank on the map and what AI assistants say about you. The Reviews Analysis Report uses AI to read your Google reviews and your top competitors' reviews, then gives you an executive summary, the scores that explain why some listings outrank others, a SWOT analysis, and the changes to make next.
More than a star rating.
The report's scores are built to explain why a listing with fewer stars or fewer reviews can still outrank you.
Overall Review Score
One number for the overall strength of a business's online reputation.
Review Quality Score
The qualitative side: rating, how many reviews get a response, and how fresh the reviews are.
Review Volume Score
The quantitative side: total reviews and how fast new ones are coming in.
Unresponded reviews
The reviews still waiting for a reply, so nothing slips through.
Freshness and velocity
How recent your reviews are and the rate new ones arrive, compared with competitors.
Photos and Local Guides
How many reviews include photos, and how many come from influential Local Guides.
Plus your star rating distribution, an executive summary of overall sentiment, a SWOT analysis, and suggested changes.
Ready to see this for your own brand? Start free with 100 credits, no credit card needed.
Create Your Free AccountSee what your top competitors' customers say.
The AI also reads the reviews of your top three competitors and gives you a high-level view of what they do better or worse than you.
- Opportunities: what customers complain about at competitors that you already do well
- Threats: what customers praise at competitors that you're missing
- A clear picture of which review gaps stand between you and the top spots
Want to see who outranks you at every point on the map? Pair it with the Competitor Report.
Up to 250 locations in a single report.
Summarize sentiment and opportunities across every location at once, and see which locations perform best and worst. Fix the ones that need the most attention first, where the payoff for customers and rankings is biggest.
From insight to action.
Let Falcon Agent reply
Falcon Agent replies to reviews in your brand voice, with approval first for anything sensitive, so unresponded reviews stop piling up. See Falcon Agent
Reviews feed AI answers
AI assistants lean on review sites when they recommend a business. AI visibility scans show which ones they cite, so you know where reviews matter most.
Share the findings
Send the report to clients, managers, or operations teams with a link that opens without a login.
What customers say.
"I like the simplicity and user interface of Local Falcon. It auto-imports all my clients directly from their Google Business Profiles, which is very convenient, and helps me check SEO status and visibility for all my clients."
"Intuitive. I like the scan reports. It helps me understand what keywords I should work on around my business area. This is perfect for improving your Google Business Profile and when my clients are small businesses that want to target their local area."
"I find Local Falcon to be a huge help in scanning rankings quickly, and I appreciate the amazing support from team members like Michael. The heat maps of keyword relevance overlay on Google Maps, providing a clear comparison of my ranking versus competitors, which is crucial for client insights."
Questions about review analysis.
Do Reviews Analysis Reports include competitor analysis?
What kind of strategic suggestions do Reviews Analysis Reports provide?
How much does the AI Reviews Analysis tool cost?
What does "Overall Review Score" mean in the Reviews Analysis Report?
What does "Review Quality Score" mean in the Reviews Analysis Report?
What does "Review Volume Score" mean in the Reviews Analysis Report?
What does "Rating" mean in the Reviews Analysis Report?
What does "Reviews" mean in the Reviews Analysis Report?
What does "Review Freshness mean" in the Reviews Analysis Report?
What does "Review Velocity" mean in the Reviews Analysis Report?
What does "Unresponded to Reviews" mean in the Reviews Analysis Report?
What does "Reviews by Local Guides" mean in the Reviews Analysis Report?
What does "Reviews Analyzed" mean in the Reviews Analysis Report?
What does "Reviews with Photos" mean in the Reviews Analysis Report?
What does "Reviews Per User" mean in the Reviews Analysis Report?
Here's where to look next.
All Report Types
Every report Local Falcon creates, in one place. Explore All Report Types
Find out what your reviews are really saying.
Create a free account and run your first Reviews Analysis Report. No credit card needed.
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