PLUMBERS · CHICOPEE, MA
How the Experts Score is calculatedEach factor is a percentile (0–100) against the other companies in this category, then weighted:Satisfaction 44%49+21.4Reliability 19%61+11.4Value 13%46+5.8Momentum 10%50+5Track record 9%2+0.2Accountability 6%22+1.4Experts Score= 45Not enough data for craft & service; its weight is shared by the others.Grade C: A = 80+, B = 60–79, C = 40–59, D = 20–39. Needs 10+ reviews.45SCORE
How the Experts Score is calculatedEach factor is a percentile (0–100) against the other companies in this category, then weighted:Satisfaction 44%49+21.4Reliability 19%61+11.4Value 13%46+5.8Momentum 10%50+5Track record 9%2+0.2Accountability 6%22+1.4Experts Score= 45Not enough data for craft & service; its weight is shared by the others.Grade C: A = 80+, B = 60–79, C = 40–59, D = 20–39. Needs 10+ reviews.45SCOREKB Plumbing and HVAC LLC
Better than 42% of plumbers · #52 of 90
4.9★79 Google reviewsGoogle star rating as shown on Google Maps.
4.91★last 12 monthsAverage stars on reviews from the last 12 months only.
1.3%1–2★ in 2 yrs (avg 2.6%)Share of reviews from the last 24 months that gave 1 or 2 stars.
0%complaints answeredShare of 1–3★ reviews the owner publicly replied to.
KB Plumbing and HVAC LLC for a/c system maintenance
Clear ✕Jobs reviewedHow many Google reviews are tagged with this job.2
★ on this jobAverage stars on the reviews where the customer tagged this exact job (Google’s “Services” field).5.00
Usually paidThe price range customers picked most often for this job.$200–400
Category typicalWhat the middle half of customers paid for this job across all companies in the category.$27–$454
All 2 Google reviews tagged “A/C system maintenance”
Kent6 reviewsTotal number of Google reviews this person has written across all businesses on Google Maps (not just this one). More reviews usually means a more experienced, trustworthy reviewer. · Edited a month ago★★★★★
Very knowledgeable.great service.
A/C system maintenance
suzanne7 reviewsTotal number of Google reviews this person has written across all businesses on Google Maps (not just this one). More reviews usually means a more experienced, trustworthy reviewer. · 2 months ago★★★★★
Great experience. Thank you
Paid $200–400Reasonable priceA/C system maintenance
vs category
Blue = KB, grey = plumbers average
Rating over time
Price
$674+40% vs typical plumbers
Bar = middle half of what customers paid · gold mark = category median.
Great price 25%Reasonable 73%Overpriced 0%Not sure 2%
Score factorsHow the Experts Score is calculatedEach factor is a percentile (0–100) against the other companies in this category, then weighted:Satisfaction 44%49+21.4Reliability 19%61+11.4Value 13%46+5.8Momentum 10%50+5Track record 9%2+0.2Accountability 6%22+1.4Experts Score= 45Not enough data for craft & service; its weight is shared by the others.Grade C: A = 80+, B = 60–79, C = 40–59, D = 20–39. Needs 10+ reviews.
SatisfactionSatisfaction · 35%Recency-weighted star average (2-year half-life), shrunk toward the category mean by review volume.Bar = this company’s percentile, tick = category average.
49
ReliabilityReliability · 15%How rarely jobs go badly: share of 1–2★ reviews in the last 24 months (fewer = better).Bar = this company’s percentile, tick = category average.
61
Craft & serviceCraft & service · 20%Google review highlights: Quality, Professionalism, Responsiveness, Punctuality — net praise per review.Bar = this company’s percentile, tick = category average.
—
ValueValue · 10%Customers’ own price verdicts (Great / Reasonable vs Overpriced) and Value highlights.Bar = this company’s percentile, tick = category average.
46
MomentumMomentum · 8%Last 12 months vs lifetime average — improving or slipping.Bar = this company’s percentile, tick = category average.
50
Track recordTrack record · 7%Review volume and years with reviews.Bar = this company’s percentile, tick = category average.
2
AccountabilityAccountability · 5%Owner replies to 1–3★ reviews.Bar = this company’s percentile, tick = category average.
22
Praised for
Google highlights · percentile vs peersGoogle review highlights (Quality, Professionalism…): positive minus negative mentions per review, as a percentile vs peers.
Quality
+0 / −0
Professionalism
+0 / −0
Responsiveness
+0 / −0
Punctuality
+0 / −0
Value
+0 / −0
