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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 14, 2026

6M+

Unique vehicles analyzed

as of October 13, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

638 listings found

2027 Toyota GR86 Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Toyota GR86 Premium

Fayetteville, AR

UnscoredLimited · 9
$36,036Mileage not verified

Comparison: 9 similar vehicles

Fayetteville, AR

2027 Subaru BRZ Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Subaru BRZ Limited

Little Rock, AR

UnscoredInsufficient · 0
$38,332Mileage not verified

Little Rock, AR

2027 Subaru BRZ Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Subaru BRZ Limited

Little Rock, AR

UnscoredInsufficient · 0
$39,141Mileage not verified

Little Rock, AR

2027 Nissan Z Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Z Sport

North Little Rock, AR

Fair PriceLimited · 12
$46,630Mileage not verified

Market: $44,629 – $48,600

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

North Little Rock, AR

2027 Nissan Z Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Z Sport

Bentonville, AR

UnscoredLimited · 9
$48,600Mileage not verified

Comparison: 9 similar vehicles

Bentonville, AR

2027 Nissan Z Performance

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Z Performance

Fayetteville, AR

Fair PriceModerate · 36
$54,976Mileage not verified

Market: $56,211 – $60,709

Comparison: 36 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 50 days listed (based on current market benchmarks)

Fayetteville, AR

2027 Nissan Z Performance

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Z Performance

Harrison, AR

Fair PriceModerate · 34
$57,090Mileage not verified

Market: $54,976 – $60,709

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Harrison, AR

2027 Nissan Z Performance

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Z Performance

Bentonville, AR

Fair PriceModerate · 38
$57,120Mileage not verified

Market: $54,976 – $60,709

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Bentonville, AR

2027 Nissan Z Performance

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Z Performance

North Little Rock, AR

UnscoredLimited · 7
$57,190Mileage not verified

Comparison: 7 similar vehicles

North Little Rock, AR

2027 Nissan Z Performance

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Z Performance

North Little Rock, AR

UnscoredLimited · 8
$57,300Mileage not verified

Comparison: 8 similar vehicles

North Little Rock, AR

2027 Nissan Z Performance

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Z Performance

Searcy, AR

UnscoredInsufficient · 0
$57,985Mileage not verified

Searcy, AR

2027 Nissan Z Performance

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Z Performance

North Little Rock, AR

UnscoredLimited · 7
$58,225Mileage not verified

Comparison: 7 similar vehicles

North Little Rock, AR

2027 Nissan Z Performance

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Z Performance

Jonesboro, AR

Fair PriceModerate · 46
$59,019Mileage not verified

Market: $54,657 – $69,998

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Jonesboro, AR

2027 BMW 4 Series 430i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 BMW 4 Series 430i

Little Rock, AR

Fair PriceLimited · 13
$60,159Mileage not verified

Market: $58,804 – $76,264

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Little Rock, AR

2027 BMW 4 Series 430i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 BMW 4 Series 430i

Little Rock, AR

Fair PriceLimited · 13
$63,109Mileage not verified

Market: $58,804 – $76,264

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Little Rock, AR

2027 Mercedes-Benz CLE 300

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Mercedes-Benz CLE 300

Bentonville, AR

Fair PriceLimited · 17
$67,039Mileage not verified

Market: $67,124 – $81,889

Comparison: 17 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 40 days listed (based on current market benchmarks)

Bentonville, AR

2027 Mercedes-Benz CLE 300

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Mercedes-Benz CLE 300

Bentonville, AR

Fair PriceLimited · 17
$67,124Mileage not verified

Market: $67,039 – $81,889

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Bentonville, AR

2027 BMW 4 Series 430i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 BMW 4 Series 430i

Bentonville, AR

Fair PriceModerate · 24
$67,639Mileage not verified

Market: $59,745 – $77,216

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 217 days listed (based on current market benchmarks)

Bentonville, AR

2027 Mercedes-Benz CLE 300

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Mercedes-Benz CLE 300

Bentonville, AR

Fair PriceLimited · 17
$67,789Mileage not verified

Market: $67,039 – $81,889

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Bentonville, AR

2027 Mercedes-Benz CLE 300

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Mercedes-Benz CLE 300

Bentonville, AR

Fair PriceLimited · 17
$68,774Mileage not verified

Market: $67,039 – $81,889

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Bentonville, AR

2027 Mercedes-Benz CLE 300

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Mercedes-Benz CLE 300

Bentonville, AR

Fair PriceLimited · 17
$68,789Mileage not verified

Market: $67,039 – $81,889

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Bentonville, AR

2027 Mercedes-Benz CLE 300

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Mercedes-Benz CLE 300

Bentonville, AR

Fair PriceLimited · 16
$68,904Mileage not verified

Market: $67,039 – $81,889

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Bentonville, AR

2027 Mercedes-Benz CLE 300

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Mercedes-Benz CLE 300

Bentonville, AR

Fair PriceLimited · 17
$69,739Mileage not verified

Market: $67,039 – $81,889

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Bentonville, AR

2027 Nissan Z NISMO

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Z NISMO

North Little Rock, AR

UnscoredInsufficient · 4
$70,820Mileage not verified

Comparison: 4 similar vehicles

North Little Rock, AR

2027 Nissan Z NISMO

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Nissan Z NISMO

North Little Rock, AR

UnscoredInsufficient · 4
$71,250Mileage not verified

Comparison: 4 similar vehicles

North Little Rock, AR

2027 BMW 4 Series M440i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 BMW 4 Series M440i

Bentonville, AR

UnscoredLimited · 8
$75,389Mileage not verified

Comparison: 8 similar vehicles

Bentonville, AR

2027 BMW 4 Series M440i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 BMW 4 Series M440i

Bentonville, AR

UnscoredLimited · 8
$75,589Mileage not verified

Comparison: 8 similar vehicles

Bentonville, AR

2027 BMW 4 Series M440i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 BMW 4 Series M440i

Bentonville, AR

UnscoredLimited · 8
$76,779Mileage not verified

Comparison: 8 similar vehicles

Bentonville, AR

2027 Mercedes-Benz CLE 450

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Mercedes-Benz CLE 450

Bentonville, AR

UnscoredLimited · 6
$76,894Mileage not verified

Comparison: 6 similar vehicles

Bentonville, AR

2027 BMW 4 Series M440i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 BMW 4 Series M440i

Fayetteville, AR

UnscoredLimited · 8
$77,589Mileage not verified

Comparison: 8 similar vehicles

Fayetteville, AR

2027 BMW M2 Coupe M2

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 BMW M2 Coupe M2

Bentonville, AR

UnscoredLimited · 6
$77,989Mileage not verified

Comparison: 6 similar vehicles

Bentonville, AR

2027 Mercedes-Benz CLE 450

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Mercedes-Benz CLE 450

Bentonville, AR

UnscoredLimited · 5
$78,054Mileage not verified

Comparison: 5 similar vehicles

Bentonville, AR

2027 Mercedes-Benz CLE 450

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Mercedes-Benz CLE 450

Bentonville, AR

UnscoredLimited · 6
$80,509Mileage not verified

Comparison: 6 similar vehicles

Bentonville, AR

2027 Chevrolet Corvette 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Corvette 1LT

Jonesboro, AR

Fair PriceLimited · 17
$82,529Mileage not verified

Market: $74,690 – $97,418

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Jonesboro, AR

2027 BMW M2 Coupe M2

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 BMW M2 Coupe M2

Bentonville, AR

UnscoredLimited · 6
$83,389Mileage not verified

Comparison: 6 similar vehicles

Bentonville, AR

2027 BMW M2 Coupe M2

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 BMW M2 Coupe M2

Fayetteville, AR

UnscoredLimited · 6
$83,389Mileage not verified

Comparison: 6 similar vehicles

Fayetteville, AR

2027 BMW M4 Coupe M4

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 BMW M4 Coupe M4

Fayetteville, AR

UnscoredInsufficient · 4
$89,539Mileage not verified

Comparison: 4 similar vehicles

Fayetteville, AR

2027 Chevrolet Corvette 2LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Corvette 2LT

Fayetteville, AR

Fair PriceModerate · 41
$92,669Mileage not verified

Market: $83,361 – $127,147

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Fayetteville, AR

2027 BMW M4 Coupe M4

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 BMW M4 Coupe M4

Fayetteville, AR

UnscoredInsufficient · 4
$92,739Mileage not verified

Comparison: 4 similar vehicles

Fayetteville, AR

2027 Mercedes-Benz CLE AMG 53

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Mercedes-Benz CLE AMG 53

Bentonville, AR

Great DealLimited · 16
$94,644Mileage not verified

Market: $96,194 – $104,974

Comparison: 16 similar vehicles

Competitively priced ~2% below the typical range compared to similar vehicles · 5 days listed (based on current market benchmarks)

Bentonville, AR

2027 Mercedes-Benz CLE AMG 53

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Mercedes-Benz CLE AMG 53

Bentonville, AR

Fair PriceLimited · 16
$96,194Mileage not verified

Market: $94,644 – $104,974

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Bentonville, AR

2027 Chevrolet Corvette 3LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Corvette 3LT

Monticello, AR

Fair PriceLimited · 12
$97,025Mileage not verified

Market: $93,204 – $129,282

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Monticello, AR

2027 Mercedes-Benz CLE AMG 53

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Mercedes-Benz CLE AMG 53

Bentonville, AR

Fair PriceLimited · 15
$97,499Mileage not verified

Market: $94,644 – $104,974

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Bentonville, AR

2027 Mercedes-Benz CLE AMG 53

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Mercedes-Benz CLE AMG 53

Little Rock, AR

UnscoredInsufficient · 0
$98,204Mileage not verified

Little Rock, AR

2027 Mercedes-Benz CLE AMG 53

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Mercedes-Benz CLE AMG 53

Bentonville, AR

Fair PriceLimited · 16
$98,474Mileage not verified

Market: $94,644 – $104,974

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Bentonville, AR

2027 Mercedes-Benz CLE AMG 53

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Mercedes-Benz CLE AMG 53

Bentonville, AR

Fair PriceLimited · 16
$99,194Mileage not verified

Market: $94,644 – $104,974

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Bentonville, AR

2027 Mercedes-Benz CLE AMG 53

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Mercedes-Benz CLE AMG 53

Bentonville, AR

Fair PriceLimited · 16
$99,739Mileage not verified

Market: $94,644 – $104,974

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Bentonville, AR

2027 BMW M2 Coupe M2

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 BMW M2 Coupe M2

Bentonville, AR

UnscoredLimited · 6
$100,289Mileage not verified

Comparison: 6 similar vehicles

Bentonville, AR

2027 Chevrolet Corvette 2LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 Chevrolet Corvette 2LT

Little Rock, AR

Fair PriceModerate · 25
$102,229Mileage not verified

Market: $83,361 – $122,089

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Little Rock, AR

2027 BMW M4 Coupe M4

Image from the dealer's site. OAV does not own, control, or store dealer images.

2027 BMW M4 Coupe M4

Fayetteville, AR

UnscoredInsufficient · 4
$102,639Mileage not verified

Comparison: 4 similar vehicles

Fayetteville, AR

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers manage their profile, route inbound buyer inquiries, and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, exports, and enhanced merchandising.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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