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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 22, 2026

6M+

Unique vehicles analyzed

as of October 22, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

106 listings found

2006 Mitsubishi Eclipse GT

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

2006 Mitsubishi Eclipse GT

Mexico, MO

UnscoredInsufficient · 0
$5,495142,245 mi

Mexico, MO

2010 Honda Accord EX-L V6

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

2010 Honda Accord EX-L V6

O'Fallon, MO

UnscoredLimited · 5
$6,500168,443 mi

Comparison: 5 similar vehicles

O'Fallon, MO

2004 Nissan 350Z Touring

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

2004 Nissan 350Z Touring

Lake Saint Louis, MO

UnscoredInsufficient · 0
$6,899102,215 mi

Lake Saint Louis, MO

2016 Kia Forte Koup EX

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

2016 Kia Forte Koup EX

Wright City, MO

UnscoredInsufficient · 0
$7,34392,421 mi

Wright City, MO

2011 Nissan Altima S

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

2011 Nissan Altima S

Wentzville, MO

UnscoredLimited · 6
$7,450124,176 mi

Comparison: 6 similar vehicles

Wentzville, MO

2014 Scion FR-S Base

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

2014 Scion FR-S Base

O'Fallon, MO

UnscoredInsufficient · 0
$8,500146,035 mi

O'Fallon, MO

2010 BMW 3 Series 335i

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

2010 BMW 3 Series 335i

O'Fallon, MO

UnscoredInsufficient · 0
$9,390150,217 mi

O'Fallon, MO

2015 Ford Mustang EcoBoost

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

2015 Ford Mustang EcoBoost

O'Fallon, MO

UnscoredLimited · 5
$11,500122,414 mi

Comparison: 5 similar vehicles

O'Fallon, MO

2004 Ford Mustang GT Deluxe

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

2004 Ford Mustang GT Deluxe

St. Peters, MO

UnscoredInsufficient · 0
$12,500103,997 mi

St. Peters, MO

2014 Honda Accord EX-L V-6

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

2014 Honda Accord EX-L V-6

Wentzville, MO

UnscoredLimited · 6
$12,850118,609 mi

Comparison: 6 similar vehicles

Wentzville, MO

2012 Chevrolet Camaro 2LT

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

2012 Chevrolet Camaro 2LT

Mexico, MO

UnscoredInsufficient · 0
$12,995112,129 mi

Mexico, MO

2011 Dodge Challenger SE

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

2011 Dodge Challenger SE

Wright City, MO

UnscoredInsufficient · 0
$12,99573,579 mi

Wright City, MO

2013 Ford Mustang V6

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

2013 Ford Mustang V6

O'Fallon, MO

UnscoredLimited · 5
$13,84083,116 mi

Comparison: 5 similar vehicles

O'Fallon, MO

2014 Ford Mustang V6 Premium

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

2014 Ford Mustang V6 Premium

Quincy, IL

OverpricedLimited · 13
$13,90070,956 mi

Market: $11,800 – $12,580

Comparison: 13 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Quincy, IL

2013 Nissan 370Z Coupe Base

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

2013 Nissan 370Z Coupe Base

Wright City, MO

UnscoredInsufficient · 0
$14,495116,886 mi

Wright City, MO

2015 Subaru BRZ Limited

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

2015 Subaru BRZ Limited

St. Peters, MO

UnscoredLimited · 6
$14,90089,292 mi

Comparison: 6 similar vehicles

St. Peters, MO

2014 Chevrolet Camaro 2LT

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

2014 Chevrolet Camaro 2LT

Quincy, IL

UnscoredInsufficient · 4
$14,98074,851 mi

Comparison: 4 similar vehicles

Quincy, IL

2005 Ford Mustang GT Deluxe

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

2005 Ford Mustang GT Deluxe

Winfield, MO

UnscoredInsufficient · 0
$16,95048,695 mi

Winfield, MO

2018 Audi A5 Coupe Premium Plus

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

2018 Audi A5 Coupe Premium Plus

St. Peters, MO

UnscoredInsufficient · 0
$18,10088,463 mi

St. Peters, MO

2015 Honda Civic Si

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

2015 Honda Civic Si

Troy, MO

UnscoredInsufficient · 0
$19,00068,389 mi

Troy, MO

2005 BMW M Series M3

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

2005 BMW M Series M3

St. Peters, MO

UnscoredInsufficient · 0
$19,840129,654 mi

St. Peters, MO

2008 Ford Mustang GT Premium

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

2008 Ford Mustang GT Premium

O'Fallon, MO

UnscoredInsufficient · 4
$19,900120,903 mi

Comparison: 4 similar vehicles

O'Fallon, MO

1999 Porsche 911 CARRERA

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

1999 Porsche 911 CARRERA

O'fallon, MO

UnscoredLimited · 7
$19,975105,000 mi

Comparison: 7 similar vehicles

O'fallon, MO

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Quincy, IL

Fair PriceModerate · 34
$20,89772,420 mi

Market: $20,776 – $29,970

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Quincy, IL

2017 Dodge Challenger R/T Plus

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

2017 Dodge Challenger R/T Plus

Wright City, MO

UnscoredInsufficient · 0
$21,123103,109 mi

Wright City, MO

2017 Ford Mustang V6

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

2017 Ford Mustang V6

Hannibal, MO

UnscoredInsufficient · 0
$22,95515,131 mi

Hannibal, MO

2020 Dodge Challenger R/T

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

2020 Dodge Challenger R/T

Quincy, IL

UnscoredInsufficient · 0
$23,90051,914 mi

Quincy, IL

2015 Ford Mustang GT

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

2015 Ford Mustang GT

St. Peters, MO

UnscoredInsufficient · 3
$23,998105,186 mi

Comparison: 3 similar vehicles

St. Peters, MO

2012 Chevrolet Camaro 1SS

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

2012 Chevrolet Camaro 1SS

Troy, MO

UnscoredInsufficient · 0
$24,00036,350 mi

Troy, MO

2005 Ford Mustang GT Deluxe

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

2005 Ford Mustang GT Deluxe

Wentzville, MO

UnscoredInsufficient · 0
$24,98858,507 mi

Wentzville, MO

2018 Chevrolet Camaro 2LT

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

2018 Chevrolet Camaro 2LT

O'Fallon, MO

UnscoredInsufficient · 0
$25,44942,470 mi

O'Fallon, MO

2021 Chevrolet Camaro 1LT

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

2021 Chevrolet Camaro 1LT

Quincy, IL

UnscoredInsufficient · 3
$25,76532,051 mi

Comparison: 3 similar vehicles

Quincy, IL

2012 Dodge Challenger SRT8

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

2012 Dodge Challenger SRT8

O'Fallon, MO

UnscoredInsufficient · 0
$26,50059,923 mi

O'Fallon, MO

2010 Dodge Challenger SRT8

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

2010 Dodge Challenger SRT8

St. Peters, MO

UnscoredInsufficient · 0
$26,61038,810 mi

St. Peters, MO

2021 Dodge Challenger GT

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

2021 Dodge Challenger GT

Truesdale, MO

UnscoredInsufficient · 0
$27,49527,859 mi

Truesdale, MO

2020 Dodge Challenger GT

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

2020 Dodge Challenger GT

St. Peters, MO

UnscoredInsufficient · 0
$27,99823,966 mi

St. Peters, MO

2018 Dodge Challenger R/T Plus

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

2018 Dodge Challenger R/T Plus

O'Fallon, MO

UnscoredInsufficient · 0
$28,41659,856 mi

O'Fallon, MO

2017 Dodge Challenger R/T Plus

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

2017 Dodge Challenger R/T Plus

Wright City, MO

UnscoredInsufficient · 0
$28,99025,128 mi

Wright City, MO

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Quincy, IL

UnscoredInsufficient · 0
$29,71652,358 mi

Quincy, IL

2023 Mazda MX-5 Miata RF Grand Touring

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

2023 Mazda MX-5 Miata RF Grand Touring

St. Peters, MO

UnscoredInsufficient · 0
$29,99818,055 mi

St. Peters, MO

2017 INFINITI Q60 Coupe Premium

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

2017 INFINITI Q60 Coupe Premium

St. Peters, MO

UnscoredInsufficient · 0
$29,99828,460 mi

St. Peters, MO

2023 Toyota GR86 Base

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

2023 Toyota GR86 Base

Quincy, IL

UnscoredInsufficient · 0
$30,01642,468 mi

Quincy, IL

2005 Bentley Continental GT Base

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

2005 Bentley Continental GT Base

St. Peters, MO

UnscoredInsufficient · 0
$30,56056,811 mi

St. Peters, MO

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

St. Peters, MO

UnscoredLimited · 7
$30,9984,424 mi

Comparison: 7 similar vehicles

St. Peters, MO

2024 Ford Mustang EcoBoost Premium

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

2024 Ford Mustang EcoBoost Premium

Quincy, IL

Fair PriceLimited · 12
$31,11629,228 mi

Market: $30,760 – $31,995

Comparison: 12 similar vehicles

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

Quincy, IL

2000 Chevrolet Corvette Base

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

2000 Chevrolet Corvette Base

St. Peters, MO

UnscoredInsufficient · 0
$31,50029,260 mi

St. Peters, MO

2007 BMW Z4 3.0si

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

2007 BMW Z4 3.0si

Old Monroe, MO

UnscoredInsufficient · 0
$31,95032,650 mi

Old Monroe, MO

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Jerseyville, IL

UnscoredLimited · 6
$32,995Mileage not verified

Comparison: 6 similar vehicles

Jerseyville, IL

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Wentzville, MO

Fair PriceModerate · 48
$34,865Mileage not verified

Market: $32,183 – $44,142

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Wentzville, MO

2025 Ford Mustang EcoBoost Premium

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

2025 Ford Mustang EcoBoost Premium

St. Peters, MO

UnscoredLimited · 7
$35,9141,530 mi

Comparison: 7 similar vehicles

St. Peters, MO

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. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. 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

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • 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.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

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 rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

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 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, and exports.
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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