Analyzing 5,890,1035.9M ReviewsFor 16,26616.3K Experts

Experts Reviews · Company report
JNM Auto 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%85+46.4Reliability 24%76+18.4Value 14%100+14.1Replies to reviews 7%79+5.6Craft & service penalty85−1.5Experts Score= 83Grade A: A = 80+, B = 60–79, C = 40–59, D = 20–39. Needs 10+ reviews.83SCORE

JNM Auto

Cary, NC · Grade ALetter from the Experts Score: A = 80+, B = 60–79, C = 40–59, D = 20–39, F = under 20. · #81Position by Experts Score among all companies we track in this category. of 148 auto repair shops · 4.9★ from 136 Google reviews

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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: reliability.

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.JNM Auto is better than 85% of auto repair shops.A
85
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.JNM Auto is better than 76% of auto repair shops.B
76
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.JNM Auto is better than 85% of auto repair shops.A
85
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.JNM Auto 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.JNM Auto 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.JNM Auto is better than 79% of auto repair shops.B
79

Reviews for your job

Customers hired JNM Auto for 8 kinds of job.

JNM Auto for auto body & trim repair

Clear ✕
Jobs reviewedHow many Google reviews are tagged with this job.5
★ 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.—
Rank for this jobPosition of this company in the Job match ranking for this job among the companies we track.Its Job match: 82/100.How Job match is calculatedBuilt only from reviews Google tagged “Auto body & trim repair”:Stars on this job 55%Number of such jobs 25%Overall Experts Score 20%Stars are pulled toward the category average when a company has few tagged jobs, so 3 perfect reviews don’t beat 80 great ones. 4.3★ scores 0, 5.0★ scores full. Volume is compared with the busiest company for this job.#2 / 4
Said fairOf customers who rated the price, the share who chose “Great price” or “Reasonable” rather than “Overpriced”.100%

All 5 Google reviews tagged “Auto body & trim repair”

JohnsonLocal Guide · 20 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. · 3 months ago★★★★★

Very good service. The scratches are not visible at all after being repaired. Highly recommend. The price is less than half of the price than other body shops.

Great priceAuto body & trim repair
Robert9 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. · 4 months ago★★★★★

I bring my fleet and personal vehicles here - Very honest staff And they do all types of service/repairs/autobody work Thank you JNM!!

TransmissionAuto body & trim repairElectrical repair
ciana2 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. · 7 months ago★★★★★

I highly recommend them. They are customer service driven Friendly people. They are very knowledgeable And effectively handled me and my car like real professionals Made my experience pleasant. Cali Cush.

Great priceAuto body & trim repair
Rozalina9 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. · 8 months ago★★★★★

I am so grateful that a friend recommend JNM Auto - I wish I had discovered them sooner. It honestly feels so great to finally have a car mechanic and a body shop that I can absolutely trust. If you want to support a local, family-owned business, run by wonderful people, who care about their customers and are…

Reasonable priceAuto body & trim repair
Hunter3 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. · 4 years ago★★★★★

I came here because my car was totaled, and I wasn't happy about it (as anyone would be). However, working with Bettina and Jay was by far the easiest step of the entire process. The parts took a while to arrive, but when they did, the work was done quickly and it is honestly shockingly impressive. Both Bettina and…

Auto body & trim repairAuto body & trim replacementBody & Trim

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 78%Reasonable 22%Overpriced 0%Not sure 0%

Jobs customers hired them for

JobReviewsCategory typical
Oil change23—
General repairs & maintenance16—
Brakes11—
Brake service & repair7—
Auto body & trim repair5—
Steering & suspension repair5—
Auto engine diagnostic5—
Engine repair5—

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