Your Google Maps rating is 4.2 — is that good or bad? Is it above or below the industry average? Is it trending up or down compared to last month? A simple star average cannot answer any of these questions. Sentimaps’ Location Score and NPS tracking answer all of them on a single screen.
What Is Location Score?
Location Score is a multi-factor performance metric developed by Sentimaps. Instead of a basic star average, it evaluates your branch’s online reputation across six distinct dimensions and converts them into a single score between 0 and 100. This score is the most accurate way to compare your locations against each other and against industry benchmarks.
The 6 Factors Behind Location Score
1. Average Rating The star average across all platforms forms the foundation of the score. However, it is never enough on its own — a location with 4.8 from 10 reviews and another with 4.5 from 500 reviews tell very different stories, and a raw average cannot distinguish between them.
2. Review Volume Total review count determines the reliability of the average. More reviews mean a more trustworthy score. Sentimaps normalizes volume by industry and geography — a city-center restaurant and a small-town cafe are evaluated against different baselines.
3. Sentiment Ratio AI-powered sentiment analysis determines what percentage of reviews carry positive, negative, or neutral sentiment. A 4-star review can still contain negative sentiment: “The food was great but the wait time was unacceptable.” Sentiment ratio reveals the true customer satisfaction behind the star rating.
4. Response Rate How consistently you reply to reviews also affects your score. Google’s own algorithm uses response rate as a ranking factor. Sentimaps evaluates not just whether you respond, but also the quality and timeliness of your responses.
5. Freshness Reviews from the last 30 days carry more weight than reviews from six months ago. A branch may have earned excellent reviews last year, but if recent performance has declined, the Location Score reflects that. The freshness factor keeps your current performance front and center.
6. Velocity Review velocity — the number of new reviews arriving within a given time window — signals how active your location is. Increasing velocity typically indicates growing customer traffic and satisfaction. Declining velocity can be a warning sign.
How Location Score Differs from Star Average
A star average is one-dimensional — it only gives you the arithmetic mean of ratings. Location Score is multi-dimensional. In practice, the difference looks like this:
Imagine you have two branches. Branch A has a 4.3 star average, Branch B has 4.1. By stars alone, A looks better. But Branch B may have received 50 new reviews in the last month while A received only 5. B’s response rate might be 95% while A’s is 30%. Location Score captures this full picture and may assign a higher score to Branch B.
NPS Calculation: Net Promoter Score from Reviews
Net Promoter Score (NPS) is the gold standard for measuring customer loyalty. Traditionally it requires surveys, but Sentimaps calculates this metric directly from online reviews — no additional survey costs required.
How Sentimaps Calculates NPS
Sentimaps maps star ratings to NPS categories:
- Promoters: Customers who give 5 stars — they actively recommend your business
- Passives: Customers who give 4 stars — satisfied but unenthusiastic, susceptible to switching
- Detractors: Customers who give 1-3 stars — dissatisfied and potentially spreading negative word of mouth
NPS = Promoter Percentage - Detractor Percentage
For example, if out of 100 reviews, 60 are 5-star, 20 are 4-star, and 20 are 1-3 stars, the NPS is 60 - 20 = +40. The score ranges from -100 to +100.
NPS Breakdown Visualization
In the Sentimaps dashboard, you see your NPS distribution as a color-coded bar chart. Green represents promoters, yellow represents passives, and red represents detractors. This visualization makes it instantly clear what the raw numbers alone cannot convey.
Each location has its own NPS indicator. From the dashboard, you can compare the NPS performance of all your branches at a glance.
Industry Benchmarks
Your NPS score means nothing in isolation — it must be evaluated in context. Here are average NPS values based on Sentimaps data:
- Restaurants: Average NPS between +25 and +35. Above +50 is considered industry-leading.
- Hotels: Average NPS between +30 and +45. Service-intensive sectors carry higher expectations.
- Retail Stores: Average NPS between +15 and +25. Scores drop when physical store experience conflicts with online expectations.
- Healthcare: Average NPS between +20 and +30. Wait times are the single biggest detractor.
Sentimaps automatically compares your branch’s NPS to the industry average and shows you exactly where you stand.
Trend Tracking Over Time
A single snapshot score matters less than the direction of the trend. Sentimaps lets you track both Location Score and NPS on weekly, monthly, and quarterly charts.
You can annotate these trend graphs with significant events: a menu change, staff training session, or new campaign launch. This lets you directly see which actions raised or lowered your scores.
Benchmarking Between Locations
For multi-location businesses, the most critical question is “Which branch is performing best and which needs attention?” Sentimaps ranks all your locations by Location Score and presents a leaderboard. From this table you can:
- Instantly identify your top and bottom performing branches
- Analyze regional performance differences
- See which branches improved or declined the most over a specific time period
Strategies to Improve Your Scores
Evidence-based strategies to improve your Location Score and NPS:
Increase Your Response Rate
Respond to every review within 24 hours. Sentimaps’ AI response suggestions reduce this process to minutes. Response rate alone can lift your Location Score by 10-15%.
Identify Negative Themes
Use sentiment analysis reports to pinpoint recurring negative themes — wait time, cleanliness, pricing — and make operational improvements.
Maintain Review Velocity
Encourage satisfied customers to leave reviews. QR code table cards, post-receipt SMS, and email reminders are all effective methods.
Convert Passives to Promoters
Pay special attention to 4-star reviews. Resolving the small issues these customers experienced can turn them into loyal promoters.
Conclusion
Looking only at star averages is no longer sufficient for evaluating branch performance in 2026. Location Score combines six different dimensions into a single metric, while NPS tracking measures the pulse of customer loyalty. Together, these two metrics provide the clarity you need to make data-driven decisions.
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