Experts Reviews · Company report
How the Experts Score is calculatedEach factor is scored 0–100 against the other companies in this category (Satisfaction and Reliability also count absolute quality: 65% absolute, 35% relative), then weighted:Satisfaction 38%82+31.2Reliability 16%63+10.3Craft & service 22%39+8.5Value 11%31+3.4Track record 8%86+6.5Accountability 5%67+3.6Experts Score= 64Not enough data for momentum; its weight is shared by the others.Grade B: A = 80+, B = 60–79, C = 40–59, D = 20–39. Needs 10+ reviews.64SCORE

Larry's Independent Service

Mission Viejo, CA · Grade BLetter from the Experts Score: A = 80+, B = 60–79, C = 40–59, D = 20–39, F = under 20. · #37Position by Experts Score among all companies we track in this category. of 68 mobile auto mechanics · 4.8★ from 184 Google reviews

Report card

Percentile vs other mobile auto mechanics (100 = best)Percentile vs other companies in the category: 70 means better than 70% of them.. Strongest: track record and satisfaction; weakest: value.

SatisfactionSatisfaction · 35% of the scoreRecency-weighted star average (2-year half-life), shrunk toward the category mean by review volume; 65% absolute (3.5★ = 0, 5★ = 100), 35% vs the category.Larry's Independent Service is better than 82% of mobile auto mechanics.A
82
ReliabilityReliability · 15% of the scoreHow rarely jobs go badly: share of 1–2★ reviews in the last 24 months (fewer = better); 65% absolute (0% = 100, 15%+ = 0), 35% vs the category.Larry's Independent Service is better than 63% of mobile auto mechanics.B
63
Craft & serviceCraft & service · 20% of the scoreGoogle review highlights: Quality, Professionalism, Responsiveness, Punctuality — how rarely reviewers flag them as a negative, per review with highlights; 65% absolute (0% = 100, 10%+ = 0), 35% vs the category.Larry's Independent Service is better than 39% of mobile auto mechanics.D
39
ValueValue · 10% of the scoreCustomers’ own price verdicts (Great / Reasonable vs Overpriced) and Value highlights.Larry's Independent Service is better than 31% of mobile auto mechanics.D
31
MomentumMomentum · 8% of the scoreLast 12 months vs lifetime average — improving or slipping.Larry's Independent Service is better than —% of mobile auto mechanics.–
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Track recordTrack record · 7% of the scoreReview volume and years with reviews.Larry's Independent Service is better than 86% of mobile auto mechanics.A
86
AccountabilityAccountability · 5% of the scoreOwner replies to 1–3★ reviews.Larry's Independent Service is better than 67% of mobile auto mechanics.B
67

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