BlogBusiness Growth
Business GrowthMarch 3, 2026· 6 min read

Understanding Review Analytics: The 6 Metrics That Actually Matter

Not all review data is equal. Here's how to focus on the metrics that tell you how your reputation is actually performing.

Tim Mushen

Laudy Team

Understanding Review Analytics: The 6 Metrics That Actually Matter

Most business owners check their star rating and stop there. That's understandable, it's the most visible number. But a single star rating doesn't tell you whether your reputation is improving, which platforms need attention, or whether your review request system is working. Six metrics, tracked consistently, give you the full picture.

1. Review Velocity

Review velocity is the number of new reviews you receive per month across all platforms.

Why it matters: Google's algorithm weights recent reviews more heavily than older ones. A business receiving 15 reviews per month is telling Google's algorithm (and prospective customers) something very different than a business that received 200 reviews three years ago and 2 reviews last month. Velocity is a signal of an active, current business.

Benchmark: For a single-location small business, 8 to 20 new reviews per month is a solid baseline. Less than 4 per month suggests your request system needs work. More than 20 is excellent and compounds ranking advantages quickly.

Track this monthly, not annually. A month-over-month view tells you immediately when your pipeline is working or when something has broken.

2. Sentiment Score Breakdown

Your average star rating is a blunt instrument. A sentiment breakdown is surgical.

Sentiment analysis categorizes the text of reviews (or the star ratings at minimum) into positive, neutral, and negative, and then goes further to identify which topics appear most frequently in each category.

For example: your average rating might be 4.2, which looks healthy. But a sentiment breakdown might reveal that 40% of your negative reviews mention wait times, and 30% mention a specific staff member. The 4.2 doesn't tell you that. The sentiment breakdown does.

Benchmark: Aim for less than 10% of your reviews scoring negative sentiment. More importantly, monitor which topics are driving negative sentiment and treat them as operational data, not just reputation data.

3. Response Rate and Response Time

Response rate is the percentage of reviews you've responded to. Response time is how long after a review is posted you respond.

Google has confirmed that businesses that respond to reviews rank higher in local search. The mechanism is both algorithmic and behavioral: Google rewards engagement signals, and customers who see active responses are more likely to trust and contact a business.

Benchmark: Aim for 100% response rate for negative reviews and at least 80% for positive reviews. Response time should be under 24 hours for negatives (faster is better, some businesses respond within hours). For positive reviews, 48 hours is acceptable.

Businesses that ignore negative reviews are not just missing a reputation opportunity. They're actively signaling to potential customers that feedback doesn't matter.

4. Platform Distribution

Platform distribution tracks where your reviews live across Google, Yelp, Facebook, industry-specific platforms (Healthgrades, Houzz, TripAdvisor, etc.), and others.

A common imbalance: a business has 180 Google reviews and 8 Yelp reviews. This looks like Google dominance, but depending on the business category, a weak Yelp presence may be costing customers who use Yelp as their primary discovery tool.

Benchmark: This varies by industry, but as a general rule, Google should be your dominant platform because it's attached to the highest-intent discovery channel (Google Search). The right distribution depends on your industry: restaurants should prioritize Yelp and Google roughly equally. Home service businesses should weight Google heavily. Medical practices should include Healthgrades.

Audit your distribution quarterly and focus review request efforts on platforms where you're most underweight relative to their importance in your industry.

5. Request Conversion Rate

Request conversion rate is the percentage of review requests you send that result in an actual review being posted.

This is the metric that tells you whether your review request system is working. You could be sending 100 requests per month and getting 3 reviews, or sending 100 requests and getting 22. The difference usually comes down to timing, message copy, and channel selection.

Benchmark: A well-optimized SMS review request campaign sent within 1 to 3 hours of service completion should convert at 15% to 25% for satisfied customers who consented to receive messages. Below 10% means something needs to change. Above 25% is excellent.

Track this metric separately for SMS and email if you're using both, and separately by timing (same-day vs next-day delivery). The granularity reveals exactly where to optimize.

6. Star Rating Trend Over 90 Days

Your current star rating is a snapshot. The 90-day trend tells you where you're headed.

A business at 4.1 stars with a trend showing the rating has moved from 3.8 over the past 90 days is in a very different position than a business at 4.1 stars with a trend showing movement from 4.4. Both are at 4.1 right now, but the trajectories tell completely different stories.

Benchmark: Any upward trend is positive. A goal of improving your rating by 0.1 to 0.2 stars per quarter is realistic and meaningful. A flat trend at a good rating means your system is working. A downward trend requires immediate investigation into the operational issues driving negative reviews.

Putting It Together

These six metrics work together as a system. Review velocity tells you input volume. Sentiment breakdown tells you what people are experiencing. Response rate tells you how you're engaging. Platform distribution tells you where you're visible. Request conversion tells you how efficient your system is. Rating trend tells you the output.

Check them monthly. Set targets for each. The businesses that improve their reputation fastest aren't the ones with the most enthusiasm for good customer service. They're the ones measuring the right things and adjusting systematically.


Laudy's analytics dashboard tracks all six of these metrics across every platform in one place, with trend charts, sentiment analysis, and conversion tracking built in. Start your free trial at Laudy.

Topics:

AnalyticsMetricsReputation Management

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