Analyzing 7,295,9297.3M ReviewsFor 20,66320.7K Experts

Experts Reviews · Company report
Cat's Automotive Repair logoHow the Experts Score is calculatedEach factor is scored 0–100 on absolute terms (standing in the category can only raise it), then weighted; problems flagged in review highlights or a recent slide in ratings are subtracted:Satisfaction 55%92+50.2Reliability 24%92+22.3Value 14%100+14.1Replies to reviews 7%85+6Craft & service penalty60−4Experts Score= 89Grade A: A = 80+, B = 60–79, C = 40–59, D = 20–39. Needs 10+ reviews.89SCORE

Cat's Automotive Repair

Fremont, CA · Grade ALetter from the Experts Score: A = 80+, B = 60–79, C = 40–59, D = 20–39, F = under 20. · #142Position by Experts Score among all companies we track in this category. of 348 auto repair shops · 4.9★ from 70 Google reviews

📞 Call (510) 792-9772Request a call backWebsite ↗

Report card

Percentile vs other auto repair shops (100 = best)Each factor is scored 0–100 on absolute terms (star average, share of 1–2★ reviews, price verdicts…); standing within the category can only raise it, never lower it.. Strongest: value and momentum; weakest: craft & service.

SatisfactionSatisfaction · 54% of the scoreRecency-weighted star average (2-year half-life), shrunk toward the category mean by review volume; the company’s own lifetime average as the prior; absolute: 4.0★ = 0, 5★ = 100.Cat's Automotive Repair is better than 92% of auto repair shops.A
92
ReliabilityReliability · 24% of the scoreHow rarely jobs go badly: share of 1–2★ reviews — 60% the last 24 months (or the 20 newest if fewer), 40% all-time; 0% = 100, 15%+ = 0; the category percentile can only raise it.Cat's Automotive Repair is better than 92% of auto repair shops.A
92
Craft & serviceCraft & service · 0% of the scoreGoogle review highlights: Quality, Professionalism, Responsiveness, Punctuality — how rarely reviewers flag them as a negative, per review since highlights began; 0% = 100, 5%+ = 0. Subtracted from the score (up to −10), never averaged in — clean highlights are the norm, not a bonus.Cat's Automotive Repair is better than 60% of auto repair shops.B
60
ValueValue · 14% of the scoreCustomers’ own price verdicts (Great / Reasonable vs Overpriced) and Value highlights; 65% absolute (all “reasonable” ≈ 80, “great” = 100), the category percentile can only raise it.Cat's Automotive Repair is better than 100% of auto repair shops.A
100
MomentumMomentum · 0% of the scorePenalises only a real slide: last-12-month average below lifetime (−0.5★ = 0). Still 4.8★+ over the last year, or steady/improving = 100. Subtracted from the score (up to −10), never averaged in.Cat's Automotive Repair is better than 100% of auto repair shops.A
100
Replies to reviewsReplies to reviews · 7% of the scoreHow often the owner publicly replies to reviews under 5★ (1–4★). Needs 3+ such reviews, otherwise not counted; 65% absolute (80%+ replied = 100), the category percentile can only raise it.Cat's Automotive Repair is better than 85% of auto repair shops.A
85

Reviews for your job

Customers hired Cat's Automotive Repair for 8 kinds of job.

Cat's Automotive Repair for air & cabin filter replacement

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.—
Said fairOf customers who rated the price, the share who chose “Great price” or “Reasonable” rather than “Overpriced”.100%

All 2 Google reviews tagged “Air & cabin filter replacement”

Zach3 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. · 5 months ago★★★★★

I recently was in charged with having our work vehicle serviced and look over for a coolant leak issue, Cat informed me that we had no actual issue with the cooling system (other persons thought there was an issue), he gave me a great price to do other maintenance that i knew was due on the vehicle and informed me…

Great priceElectrical repairAir & cabin filter replacementGeneral repairs & maintenance
Rafael7 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. · 6 months ago★★★★★

Very professional, Outstanding work performance

Great priceTransmissionElectrical repairAir & cabin filter replacement

Price

Not enough reviews with a price yet.

Price verdictsGoogle asks reviewers whether the price was great, reasonable or overpriced; these are their answers.

Great price 100%Reasonable 0%Overpriced 0%Not sure 0%

Jobs customers hired them for

JobReviewsCategory typical
General repairs & maintenance5—
Electrical repair3—
Auto maintenance3—
Oil change3—
Electrical3—
Auto engine diagnostic3—
Air conditioning3—
Air & cabin filter replacement2—

Compare with

Dando's Automotive logoDando's AutomotiveExperts Score 95Fremont · 4.96★Brands Auto Body & Repair logoBrands Auto Body & RepairExperts Score 89Fremont · 4.90★Dorso's Automotive Repair logoDorso's Automotive RepairExperts Score 84Fremont · 4.90★