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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 21, 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

346 listings found

2006 Buick LaCrosse CX

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

2006 Buick LaCrosse CX

Festus, MO

UnscoredInsufficient · 0
$2,500203,968 mi

Festus, MO

2008 Dodge Avenger SXT

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

2008 Dodge Avenger SXT

Cadet, MO

UnscoredInsufficient · 0
$3,000168,575 mi

Cadet, MO

2013 Ford Focus SE

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

2013 Ford Focus SE

Cadet, MO

UnscoredModerate · 20
$4,000200,000 mi

Comparison: 20 similar vehicles

Cadet, MO

2012 Chevrolet Sonic 2LZ

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

2012 Chevrolet Sonic 2LZ

Cadet, MO

UnscoredInsufficient · 0
$4,250142,628 mi

Cadet, MO

2011 Nissan Versa S

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

2011 Nissan Versa S

Cape Girardeau, MO

UnscoredInsufficient · 4
$4,864172,650 mi

Comparison: 4 similar vehicles

Cape Girardeau, MO

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Cape Girardeau, MO

UnscoredLimited · 19
$4,874192,660 mi

Comparison: 19 similar vehicles

Cape Girardeau, MO

2011 Ford Fiesta SE

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

2011 Ford Fiesta SE

Cape Girardeau, MO

UnscoredInsufficient · 4
$4,977278,248 mi

Comparison: 4 similar vehicles

Cape Girardeau, MO

2017 Ford Focus S

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

2017 Ford Focus S

Cadet, MO

UnscoredInsufficient · 4
$5,000185,000 mi

Comparison: 4 similar vehicles

Cadet, MO

2010 Mazda MAZDA3 s Sport

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

2010 Mazda MAZDA3 s Sport

Cape Girardeau, MO

UnscoredLimited · 6
$5,365223,351 mi

Comparison: 6 similar vehicles

Cape Girardeau, MO

2008 Honda Accord EX-L V6

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

2008 Honda Accord EX-L V6

Park Hills, MO

UnscoredLimited · 5
$5,499304,157 mi

Comparison: 5 similar vehicles

Park Hills, MO

2007 Lexus ES 350

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

2007 Lexus ES 350

Cape Girardeau, MO

UnscoredLimited · 18
$5,900169,999 mi

Comparison: 18 similar vehicles

Cape Girardeau, MO

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

Perryville, MO

UnscoredInsufficient · 4
$5,900216,636 mi

Comparison: 4 similar vehicles

Perryville, MO

2012 Chevrolet Malibu Fleet

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

2012 Chevrolet Malibu Fleet

Cape Girardeau, MO

UnscoredLimited · 9
$5,965198,539 mi

Comparison: 9 similar vehicles

Cape Girardeau, MO

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Cape Girardeau, MO

UnscoredLimited · 11
$5,978136,721 mi

Comparison: 11 similar vehicles

Cape Girardeau, MO

2016 Nissan Versa Sedan SV

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

2016 Nissan Versa Sedan SV

Cape Girardeau, MO

UnscoredInsufficient · 4
$6,286137,847 mi

Comparison: 4 similar vehicles

Cape Girardeau, MO

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Cape Girardeau, MO

UnscoredLimited · 5
$6,286184,320 mi

Comparison: 5 similar vehicles

Cape Girardeau, MO

2013 Chevrolet Sonic LT

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

2013 Chevrolet Sonic LT

Cape Girardeau, MO

UnscoredLimited · 10
$6,738137,669 mi

Comparison: 10 similar vehicles

Cape Girardeau, MO

2015 Nissan Altima S

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

2015 Nissan Altima S

Cape Girardeau, MO

UnscoredRobust · 78
$6,879181,690 mi

Comparison: 78 similar vehicles

Cape Girardeau, MO

2013 Kia Optima LX Hybrid

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

2013 Kia Optima LX Hybrid

Cape Girardeau, MO

UnscoredInsufficient · 0
$6,978156,847 mi

Cape Girardeau, MO

2010 Dodge Avenger SXT

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

2010 Dodge Avenger SXT

Cape Girardeau, MO

UnscoredLimited · 8
$6,995105,779 mi

Comparison: 8 similar vehicles

Cape Girardeau, MO

2010 Cadillac CTS Luxury Collection

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

2010 Cadillac CTS Luxury Collection

Cape Girardeau, MO

UnscoredInsufficient · 0
$7,348147,708 mi

Cape Girardeau, MO

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Cape Girardeau, MO

UnscoredInsufficient · 3
$7,500153,399 mi

Comparison: 3 similar vehicles

Cape Girardeau, MO

2009 Chevrolet Impala Police Sedan

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

2009 Chevrolet Impala Police Sedan

Cape Girardeau, MO

UnscoredInsufficient · 0
$7,698101,176 mi

Cape Girardeau, MO

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Cape Girardeau, MO

UnscoredInsufficient · 3
$7,900125,000 mi

Comparison: 3 similar vehicles

Cape Girardeau, MO

2013 Hyundai Equus Signature

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

2013 Hyundai Equus Signature

Cape Girardeau, MO

UnscoredInsufficient · 0
$7,900103,000 mi

Cape Girardeau, MO

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

Cape Girardeau, MO

UnscoredModerate · 27
$7,980127,467 mi

Comparison: 27 similar vehicles

Cape Girardeau, MO

2010 Mazda MAZDA6 i Touring

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

2010 Mazda MAZDA6 i Touring

Cape Girardeau, MO

UnscoredInsufficient · 3
$7,982139,173 mi

Comparison: 3 similar vehicles

Cape Girardeau, MO

2018 Ford Fusion Hybrid SE

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

2018 Ford Fusion Hybrid SE

Cape Girardeau, MO

UnscoredLimited · 5
$8,000197,040 mi

Comparison: 5 similar vehicles

Cape Girardeau, MO

2008 Toyota Camry SE

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

2008 Toyota Camry SE

Cape Girardeau, MO

UnscoredInsufficient · 0
$8,369140,541 mi

Cape Girardeau, MO

2014 Volvo S60 T5

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

2014 Volvo S60 T5

Cape Girardeau, MO

UnscoredInsufficient · 0
$8,469123,641 mi

Cape Girardeau, MO

2006 Lexus GS 300

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

2006 Lexus GS 300

Cape Girardeau, MO

UnscoredInsufficient · 0
$8,469147,126 mi

Cape Girardeau, MO

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

Cape Girardeau, MO

UnscoredModerate · 37
$8,995129,051 mi

Comparison: 37 similar vehicles

Cape Girardeau, MO

2018 Volkswagen Jetta S

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

2018 Volkswagen Jetta S

Cape Girardeau, MO

UnscoredInsufficient · 0
$8,995107,032 mi

Cape Girardeau, MO

2014 Dodge Avenger SE

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

2014 Dodge Avenger SE

Jackson, MO

UnscoredLimited · 8
$8,999112,000 mi

Comparison: 8 similar vehicles

Jackson, MO

2013 Volkswagen Passat SE

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

2013 Volkswagen Passat SE

Cape Girardeau, MO

UnscoredModerate · 27
$9,386152,212 mi

Comparison: 27 similar vehicles

Cape Girardeau, MO

2017 Chevrolet Malibu 1LS

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

2017 Chevrolet Malibu 1LS

Cape Girardeau, MO

UnscoredModerate · 35
$9,453124,150 mi

Comparison: 35 similar vehicles

Cape Girardeau, MO

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Leadington, MO

Fair PriceLimited · 13
$9,465114,674 mi

Market: $4,795 – $12,610

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Leadington, MO

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Cape Girardeau, MO

Fair PriceModerate · 21
$9,47690,809 mi

Market: $4,495 – $9,950

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Cape Girardeau, MO

2015 Nissan Altima SL

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

2015 Nissan Altima SL

Cape Girardeau, MO

UnscoredModerate · 33
$9,835167,097 mi

Comparison: 33 similar vehicles

Cape Girardeau, MO

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Cape Girardeau, MO

UnscoredInsufficient · 3
$9,874135,769 mi

Comparison: 3 similar vehicles

Cape Girardeau, MO

2012 Cadillac CTS Sport Sedan Premium Collection

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

2012 Cadillac CTS Sport Sedan Premium Collection

Cape Girardeau, MO

UnscoredInsufficient · 0
$9,900102,000 mi

Cape Girardeau, MO

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Jackson, MO

OverpricedModerate · 20
$9,900126,270 mi

Market: $4,990 – $8,912

Comparison: 20 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Jackson, MO

2007 Jaguar X-Type Base

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

2007 Jaguar X-Type Base

Jackson, MO

UnscoredInsufficient · 0
$9,90050,561 mi

Jackson, MO

2013 INFINITI G Sedan 37x

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

2013 INFINITI G Sedan 37x

Park Hills, MO

UnscoredInsufficient · 0
$9,956117,542 mi

Park Hills, MO

2018 Ford Fusion Hybrid SE

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

2018 Ford Fusion Hybrid SE

Cape Girardeau, MO

UnscoredLimited · 5
$9,980136,084 mi

Comparison: 5 similar vehicles

Cape Girardeau, MO

2017 Ford Fusion Titanium

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

2017 Ford Fusion Titanium

Cape Girardeau, MO

UnscoredInsufficient · 3
$9,980144,467 mi

Comparison: 3 similar vehicles

Cape Girardeau, MO

2015 Chrysler 200 C

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

2015 Chrysler 200 C

Cape Girardeau, MO

OverpricedLimited · 15
$9,990120,210 mi

Market: $4,995 – $9,588

Comparison: 15 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Cape Girardeau, MO

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Cape Girardeau, MO

Fair PriceModerate · 37
$9,995100,993 mi

Market: $4,450 – $15,044

Comparison: 37 similar vehicles

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

Cape Girardeau, MO

2007 Toyota Camry Hybrid

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

2007 Toyota Camry Hybrid

Cape Girardeau, MO

OverpricedLimited · 13
$10,050140,318 mi

Market: $5,000 – $5,598

Comparison: 13 similar vehicles

Priced ~80% above the typical market range for similar vehicles (based on current market benchmarks)

Cape Girardeau, MO

2011 Honda Accord EX-L V6

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

2011 Honda Accord EX-L V6

Cape Girardeau, MO

UnscoredInsufficient · 3
$10,435239,044 mi

Comparison: 3 similar vehicles

Cape Girardeau, 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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