Customer Insights Map

Visual overview of your customer sentiment across all categories. Each card shows the category score, number of reviews analyzed, and trend direction compared to the previous period.

Technical Expertise & Quality

Analyse feedback about diagnostic accuracy, repair quality, problem-solving skills, and whether issues were fixed correctly.

+88 +12

Trust & Transparency

Assess comments about honest pricing, clear explanations of needed work, and overall trustworthiness.

+82 +6

Communication & Updates

Capture mentions of keeping customers informed, explaining repair processes, and timeline updates.

+79 -2

Convenience & Efficiency

Focus on appointment availability, completion times, shuttle services, loaner cars, and overall convenience.

+74 +4

Pricing & Value

Identify feedback about fair pricing, transparent estimates, no surprise charges, and perceived value.

+68 -15

April 2025

Next update in 11 days

Example for Auto Repair Shops

76.8
Overall Score

Insights

Each category is scored from -100 to +100 based on customer sentiment. Green indicates strong performance (50+), while amber and red highlight areas needing attention. The sentiment breakdown shows the distribution of positive, neutral, and negative feedback for each category. "No data" appears when insufficient feedback is available for that sentiment type.

Technical Expertise & Quality

11 reviews analysed

88
Score
Sentiment BreakdownMostly Positive
Positive
82%
Neutral
9%
Negative
9%

Trust & Transparency

11 reviews analysed

82
Score
Sentiment BreakdownMostly Positive
Positive
82%
Neutral
No data
Negative
18%

Communication & Updates

11 reviews analysed

79
Score
Sentiment BreakdownMostly Positive
Positive
73%
Neutral
9%
Negative
18%

Convenience & Efficiency

11 reviews analysed

74
Score
Sentiment BreakdownMostly Positive
Positive
64%
Neutral
9%
Negative
27%

Pricing & Value

11 reviews analysed

68
Score
Sentiment BreakdownMostly Positive
Positive
55%
Neutral
9%
Negative
36%

Customer Feedback Highlights

Real customer feedback organised by category and sentiment to provide actionable insights into your business performance.

Technical Expertise & Quality

11 customer reviews

88
Score

Positive Feedback

9 reviews
Positive
"Fixed my transmission issue perfectly on the first try."
Positive
"Excellent diagnostic skills - found the problem other shops missed."
Positive
"Quality workmanship and attention to detail in the repair."
Positive
"The brake repair was done professionally and works perfectly."
Positive
"Solved a complex engine problem that had me stumped."
Positive
"Repair quality is excellent, no issues since the work was done."
Positive
"Outstanding technical knowledge and problem-solving skills."
Positive
"Mechanics know their stuff and get the job done right."
Positive
"Impressive expertise with both older and newer vehicle models."

Neutral Feedback

1 review
Neutral
"The repair was adequate but took longer than expected."

Areas for Improvement

1 review
Negative
"Had to bring the car back because the issue wasn't fully resolved."

Trust & Transparency

11 customer reviews

82
Score

Positive Feedback

9 reviews
Positive
"Very honest about what repairs were actually needed."
Positive
"Didn't try to sell me unnecessary repairs like other places."
Positive
"Transparent pricing with no hidden fees or surprises."
Positive
"They explained exactly what was wrong and why it needed fixing."
Positive
"Trustworthy shop that I recommend to family and friends."
Positive
"Honest assessment and fair recommendations for repairs."
Positive
"They could have fixed just the immediate problem but suggested a cheaper alternative."
Positive
"Always feel confident that I'm getting honest advice here."
Positive
"Quote was accurate and no surprise charges at pickup."

Areas for Improvement

2 reviews
Negative
"Felt like they were trying to upsell me on unnecessary services."
Negative
"Some skepticism about whether all the suggested repairs were truly necessary."

Communication & Updates

11 customer reviews

79
Score

Positive Feedback

8 reviews
Positive
"Kept me informed throughout the repair process with regular updates."
Positive
"Explained the technical issues in terms I could understand."
Positive
"Called with updates when they found additional issues."
Positive
"Great at explaining what they found and what needed to be done."
Positive
"Staff are knowledgeable and communicate clearly about repairs."
Positive
"Excellent communication from start to finish."
Positive
"They take time to walk you through what they did."
Positive
"Good follow-up communication after the repair was completed."

Neutral Feedback

1 review
Neutral
"Would have liked more frequent updates on the repair progress."

Areas for Improvement

2 reviews
Negative
"Communication could be better - had to call them for updates."
Negative
"Sometimes hard to reach by phone during busy periods."

Convenience & Efficiency

11 customer reviews

74
Score

Positive Feedback

7 reviews
Positive
"Quick turnaround time and convenient appointment scheduling."
Positive
"Shuttle service to work was very helpful while car was being repaired."
Positive
"Great location and easy to drop off my car."
Positive
"Efficient service - got my car back when promised."
Positive
"Convenient hours and easy appointment booking system."
Positive
"Waiting area is comfortable with WiFi and coffee."
Positive
"Great same-day service for minor repairs."

Neutral Feedback

1 review
Neutral
"Usually pretty efficient but can get backed up during busy times."

Areas for Improvement

3 reviews
Negative
"Repair took much longer than estimated, very inconvenient."
Negative
"No loaner car available when my repair took longer than expected."
Negative
"Workflow seems disorganized, lots of delays."

Pricing & Value

11 customer reviews

68
Score

Positive Feedback

6 reviews
Positive
"Fair pricing for quality work, good value overall."
Positive
"Competitive rates compared to other shops in the area."
Positive
"Great warranty on their work gives good peace of mind."
Positive
"Reasonable pricing and they stand behind their work."
Positive
"Upfront pricing was helpful, no surprises at the end."
Positive
"Worth paying a bit more for the quality and reliability."

Neutral Feedback

1 review
Neutral
"Pricing is on the higher side but quality justifies it."

Areas for Improvement

4 reviews
Negative
"More expensive than expected, wish I had shopped around."
Negative
"Labor costs seem high for the amount of work done."
Negative
"Bill was higher than the initial estimate without good explanation."
Negative
"Very expensive compared to other local options."