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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 15, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

598 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

Omaha, NE

Fair PriceLimited · 17
$36,476Mileage not verified

Market: $36,403 – $44,542

Comparison: 17 similar vehicles

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

Omaha, NE

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Lincoln, NE

Fair PriceLimited · 18
$37,203Mileage not verified

Market: $35,438 – $44,230

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Lincoln, NE

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Omaha, NE

UnscoredLimited · 5
$37,304Mileage not verified

Comparison: 5 similar vehicles

Omaha, NE

No Photo

2027 Toyota GR86 Premium

Omaha, NE

UnscoredLimited · 5
$37,804Mileage not verified

Comparison: 5 similar vehicles

Omaha, NE

2027 Subaru BRZ Limited

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

2027 Subaru BRZ Limited

Bellevue, NE

UnscoredInsufficient · 0
$38,769Mileage not verified

Bellevue, NE

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Omaha, NE

UnscoredLimited · 5
$39,009Mileage not verified

Comparison: 5 similar vehicles

Omaha, NE

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

La Vista, NE

UnscoredLimited · 5
$40,675Mileage not verified

Comparison: 5 similar vehicles

La Vista, NE

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

La Vista, NE

UnscoredLimited · 5
$40,917Mileage not verified

Comparison: 5 similar vehicles

La Vista, NE

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Bellevue, NE

Fair PriceLimited · 17
$42,999Mileage not verified

Market: $36,403 – $44,542

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Bellevue, NE

2027 Porsche 911 S

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

2027 Porsche 911 S

Omaha, NE

UnscoredInsufficient · 0
$43,770Mileage not verified

Omaha, NE

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Bellevue, NE

Fair PriceLimited · 17
$44,264Mileage not verified

Market: $36,403 – $44,542

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Bellevue, NE

2027 Chevrolet Corvette 1LT

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

2027 Chevrolet Corvette 1LT

Columbus, NE

UnscoredInsufficient · 0
$78,345Mileage not verified

Columbus, NE

2027 Chevrolet Corvette 1LT

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

2027 Chevrolet Corvette 1LT

Omaha, NE

Fair PriceModerate · 29
$79,124Mileage not verified

Market: $70,982 – $100,653

Comparison: 29 similar vehicles

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

Omaha, NE

2027 Chevrolet Corvette 1LT

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

2027 Chevrolet Corvette 1LT

McCook, NE

UnscoredInsufficient · 3
$79,985Mileage not verified

Comparison: 3 similar vehicles

McCook, NE

2027 Chevrolet Corvette 1LT

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

2027 Chevrolet Corvette 1LT

Scottsbluff, NE

UnscoredInsufficient · 0
$80,549Mileage not verified

Scottsbluff, NE

2027 Chevrolet Corvette 1LT

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

2027 Chevrolet Corvette 1LT

McCook, NE

UnscoredInsufficient · 3
$82,075Mileage not verified

Comparison: 3 similar vehicles

McCook, NE

2027 Chevrolet Corvette 2LT

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

2027 Chevrolet Corvette 2LT

Omaha, NE

Fair PriceLimited · 10
$108,744Mileage not verified

Market: $98,619 – $122,115

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Omaha, NE

2027 Chevrolet Corvette 2LT

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

2027 Chevrolet Corvette 2LT

Holdrege, NE

Fair PriceLimited · 14
$114,359Mileage not verified

Market: $98,619 – $122,434

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Holdrege, NE

2027 Chevrolet Corvette 3LT

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

2027 Chevrolet Corvette 3LT

McCook, NE

UnscoredInsufficient · 0
$138,805Mileage not verified

McCook, NE

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Omaha, NE

Fair PriceLimited · 19
$30,521Mileage not verified

Market: $30,820 – $37,823

Comparison: 19 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 53 days listed (based on current market benchmarks)

Omaha, NE

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Omaha, NE

Fair PriceLimited · 19
$30,820Mileage not verified

Market: $30,521 – $37,823

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Omaha, NE

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Omaha, NE

Fair PriceLimited · 19
$31,673Mileage not verified

Market: $30,521 – $37,823

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Omaha, NE

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Plattsmouth, NE

Fair PriceLimited · 19
$31,954Mileage not verified

Market: $30,521 – $37,823

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Plattsmouth, NE

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Omaha, NE

Fair PriceLimited · 17
$32,979Mileage not verified

Market: $30,521 – $37,823

Comparison: 17 similar vehicles

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

Omaha, NE

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Norfolk, NE

UnscoredInsufficient · 0
$32,990Mileage not verified

Norfolk, NE

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Omaha, NE

Great DealLimited · 13
$33,340Mileage not verified

Market: $37,035 – $50,550

Comparison: 13 similar vehicles

Competitively priced ~10% below the typical range compared to similar vehicles · 30 days listed (based on current market benchmarks)

Omaha, NE

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Grand Island, NE

UnscoredInsufficient · 3
$34,361Mileage not verified

Comparison: 3 similar vehicles

Grand Island, NE

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

La Vista, NE

Great DealLimited · 10
$34,588Mileage not verified

Market: $35,713 – $40,204

Comparison: 10 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 51 days listed (based on current market benchmarks)

La Vista, NE

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

North Platte, NE

UnscoredInsufficient · 0
$35,758Mileage not verified

North Platte, NE

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Omaha, NE

UnscoredInsufficient · 3
$35,997357 mi

Comparison: 3 similar vehicles

Omaha, NE

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Omaha, NE

Fair PriceLimited · 19
$36,081Mileage not verified

Market: $30,521 – $37,823

Comparison: 19 similar vehicles

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

Omaha, NE

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Omaha, NE

Fair PriceLimited · 19
$36,644Mileage not verified

Market: $30,521 – $37,823

Comparison: 19 similar vehicles

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

Omaha, NE

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

La Vista, NE

Fair PriceLimited · 13
$37,035Mileage not verified

Market: $33,340 – $50,550

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

La Vista, NE

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Lincoln, NE

Fair PriceLimited · 19
$37,340Mileage not verified

Market: $33,340 – $51,355

Comparison: 19 similar vehicles

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

Lincoln, NE

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Lincoln, NE

Fair PriceLimited · 10
$38,229Mileage not verified

Market: $34,588 – $40,109

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 158 days listed (based on current market benchmarks)

Lincoln, NE

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Grand Island, NE

UnscoredLimited · 9
$38,790Mileage not verified

Comparison: 9 similar vehicles

Grand Island, NE

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Norfolk, NE

Fair PriceRobust · 57
$38,809Mileage not verified

Market: $33,340 – $51,355

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Norfolk, NE

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Lincoln, NE

UnscoredInsufficient · 0
$38,875Mileage not verified

Lincoln, NE

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Grand Island, NE

UnscoredLimited · 9
$39,767Mileage not verified

Comparison: 9 similar vehicles

Grand Island, NE

2026 Honda Prelude Base

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

2026 Honda Prelude Base

Omaha, NE

UnscoredLimited · 5
$39,9592,108 mi

Comparison: 5 similar vehicles

Omaha, NE

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Bellevue, NE

UnscoredLimited · 6
$40,162Mileage not verified

Comparison: 6 similar vehicles

Bellevue, NE

2026 Subaru BRZ tS

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

2026 Subaru BRZ tS

Omaha, NE

UnscoredInsufficient · 3
$40,559Mileage not verified

Comparison: 3 similar vehicles

Omaha, NE

2026 Mazda MX-5 Miata RF Grand Touring

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

2026 Mazda MX-5 Miata RF Grand Touring

Lincoln, NE

UnscoredInsufficient · 0
$40,999Mileage not verified

Lincoln, NE

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Grand Island, NE

UnscoredLimited · 9
$41,018Mileage not verified

Comparison: 9 similar vehicles

Grand Island, NE

2026 Subaru BRZ tS

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

2026 Subaru BRZ tS

Omaha, NE

UnscoredInsufficient · 0
$41,265Mileage not verified

Omaha, NE

2026 Mazda MX-5 Miata RF Grand Touring

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

2026 Mazda MX-5 Miata RF Grand Touring

Omaha, NE

UnscoredInsufficient · 3
$41,559Mileage not verified

Comparison: 3 similar vehicles

Omaha, NE

2026 Honda Prelude Base

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

2026 Honda Prelude Base

Lincoln, NE

UnscoredLimited · 6
$41,900558 mi

Comparison: 6 similar vehicles

Lincoln, NE

2026 Mazda MX-5 Miata RF Grand Touring

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

2026 Mazda MX-5 Miata RF Grand Touring

Omaha, NE

UnscoredInsufficient · 3
$42,094Mileage not verified

Comparison: 3 similar vehicles

Omaha, NE

2026 Mazda MX-5 Miata RF Grand Touring

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

2026 Mazda MX-5 Miata RF Grand Touring

Lincoln, NE

UnscoredInsufficient · 0
$42,155Mileage not verified

Lincoln, NE

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Norfolk, NE

Fair PriceRobust · 57
$42,278Mileage not verified

Market: $33,340 – $51,355

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 349 days listed (based on current market benchmarks)

Norfolk, NE

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.io compares with CarGurus, Cars.com and TrueCar

CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market. Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market. iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale. TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers. Edmunds publishes car reviews and provides deal ratings on new and used listings. J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values. Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value. OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its verdict thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io verdict, its eligibility or a listing's placement on OAV.io.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

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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