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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

1,202 listings found

2007 Toyota Corolla S

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

2007 Toyota Corolla S

Belleville, IL

UnscoredInsufficient · 0
$2,800259,310 mi

Belleville, IL

2007 Ford Five Hundred SEL

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

2007 Ford Five Hundred SEL

Nashville, IL

UnscoredInsufficient · 0
$3,450178,200 mi

Nashville, IL

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Odin, IL

UnscoredLimited · 12
$3,495180,267 mi

Comparison: 12 similar vehicles

Odin, IL

2005 Ford Five Hundred SEL

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

2005 Ford Five Hundred SEL

Odin, IL

UnscoredInsufficient · 0
$3,495142,066 mi

Odin, IL

2004 Pontiac Grand Prix GT1

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

2004 Pontiac Grand Prix GT1

Odin, IL

UnscoredInsufficient · 0
$3,495210,433 mi

Odin, IL

2005 Toyota Corolla LE

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

2005 Toyota Corolla LE

Belleville, IL

UnscoredLimited · 17
$3,500284,830 mi

Comparison: 17 similar vehicles

Belleville, IL

2011 Dodge Avenger Heat

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

2011 Dodge Avenger Heat

Belleville, IL

UnscoredInsufficient · 3
$3,800224,998 mi

Comparison: 3 similar vehicles

Belleville, IL

2005 Buick Century Base

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

2005 Buick Century Base

Belleville, IL

UnscoredInsufficient · 3
$3,80088,068 mi

Comparison: 3 similar vehicles

Belleville, IL

2012 Volkswagen Jetta SE

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

2012 Volkswagen Jetta SE

Belleville, IL

UnscoredInsufficient · 0
$3,990156,191 mi

Belleville, IL

2014 Dodge Avenger SE V6

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

2014 Dodge Avenger SE V6

Vandalia, IL

UnscoredInsufficient · 0
$3,998216,257 mi

Vandalia, IL

2012 Chevrolet Impala LT

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

2012 Chevrolet Impala LT

Belleville, IL

UnscoredInsufficient · 0
$4,000261,720 mi

Belleville, IL

2009 Buick Lucerne CXL

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

2009 Buick Lucerne CXL

Belleville, IL

UnscoredLimited · 5
$4,250179,057 mi

Comparison: 5 similar vehicles

Belleville, IL

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Odin, IL

UnscoredModerate · 36
$4,495198,778 mi

Comparison: 36 similar vehicles

Odin, IL

2015 Chevrolet Malibu 1LT

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

2015 Chevrolet Malibu 1LT

Belleville, IL

UnscoredInsufficient · 3
$4,500225,555 mi

Comparison: 3 similar vehicles

Belleville, IL

2009 Chevrolet Cobalt LT

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

2009 Chevrolet Cobalt LT

Belleville, IL

UnscoredInsufficient · 3
$4,500140,505 mi

Comparison: 3 similar vehicles

Belleville, IL

2005 Hyundai Accent GLS

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

2005 Hyundai Accent GLS

Belleville, IL

UnscoredInsufficient · 0
$4,500156,053 mi

Belleville, IL

2010 Volkswagen Jetta SE

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

2010 Volkswagen Jetta SE

Belleville, IL

UnscoredInsufficient · 0
$4,990174,696 mi

Belleville, IL

2011 Chevrolet Cruze ECO

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

2011 Chevrolet Cruze ECO

Belleville, IL

UnscoredInsufficient · 4
$4,995186,180 mi

Comparison: 4 similar vehicles

Belleville, IL

2013 Volkswagen Jetta SE

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

2013 Volkswagen Jetta SE

Belleville, IL

UnscoredLimited · 7
$5,000192,465 mi

Comparison: 7 similar vehicles

Belleville, IL

2008 Hyundai Sonata GLS

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

2008 Hyundai Sonata GLS

Belleville, IL

UnscoredInsufficient · 0
$5,000117,802 mi

Belleville, IL

2004 Chevrolet Impala Base

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

2004 Chevrolet Impala Base

Nashville, IL

UnscoredInsufficient · 3
$5,25092,449 mi

Comparison: 3 similar vehicles

Nashville, IL

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

O'Fallon, IL

UnscoredLimited · 9
$5,357202,222 mi

Comparison: 9 similar vehicles

O'Fallon, IL

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Belleville, IL

UnscoredInsufficient · 4
$5,450138,460 mi

Comparison: 4 similar vehicles

Belleville, IL

2009 Kia Optima LX

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

2009 Kia Optima LX

Nashville, IL

UnscoredInsufficient · 0
$5,471156,542 mi

Nashville, IL

2013 Chevrolet Malibu 2LT

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

2013 Chevrolet Malibu 2LT

Odin, IL

UnscoredLimited · 16
$5,495198,175 mi

Comparison: 16 similar vehicles

Odin, IL

2014 Ford Focus SE

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

2014 Ford Focus SE

Belleville, IL

UnscoredLimited · 7
$5,500155,509 mi

Comparison: 7 similar vehicles

Belleville, IL

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Belleville, IL

UnscoredLimited · 7
$5,500258,959 mi

Comparison: 7 similar vehicles

Belleville, IL

2012 Honda Civic EX

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

2012 Honda Civic EX

Belleville, IL

UnscoredInsufficient · 4
$5,590304,612 mi

Comparison: 4 similar vehicles

Belleville, IL

2014 Dodge Dart SE

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

2014 Dodge Dart SE

Belleville, IL

UnscoredInsufficient · 0
$5,800131,920 mi

Belleville, IL

2007 Cadillac DTS Luxury I

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

2007 Cadillac DTS Luxury I

Belleville, IL

UnscoredInsufficient · 0
$5,80087,613 mi

Belleville, IL

2013 Nissan Sentra SV

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

2013 Nissan Sentra SV

Collinsville, IL

UnscoredLimited · 9
$5,849143,103 mi

Comparison: 9 similar vehicles

Collinsville, IL

2012 Honda Civic LX

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

2012 Honda Civic LX

Collinsville, IL

UnscoredLimited · 7
$5,872231,135 mi

Comparison: 7 similar vehicles

Collinsville, IL

2014 Honda Accord LX

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

2014 Honda Accord LX

Belleville, IL

UnscoredInsufficient · 3
$5,990249,589 mi

Comparison: 3 similar vehicles

Belleville, IL

2012 Honda Civic EX

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

2012 Honda Civic EX

Belleville, IL

UnscoredInsufficient · 4
$5,990192,973 mi

Comparison: 4 similar vehicles

Belleville, IL

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Odin, IL

UnscoredRobust · 88
$5,995179,903 mi

Comparison: 88 similar vehicles

Odin, IL

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Altamont, IL

UnscoredRobust · 66
$5,995184,549 mi

Comparison: 66 similar vehicles

Altamont, IL

2012 Chevrolet Cruze 2LT

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

2012 Chevrolet Cruze 2LT

Odin, IL

UnscoredLimited · 8
$5,995142,832 mi

Comparison: 8 similar vehicles

Odin, IL

2006 Chrysler 300 Touring

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

2006 Chrysler 300 Touring

Belleville, IL

UnscoredInsufficient · 0
$5,995131,977 mi

Belleville, IL

No Photo

2000 Mercury Grand Marquis LS

Centralia, IL

UnscoredInsufficient · 3
$5,995137,600 mi

Comparison: 3 similar vehicles

Centralia, IL

2016 Chevrolet Malibu Limited 1LT

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

2016 Chevrolet Malibu Limited 1LT

Saint Elmo, IL

UnscoredLimited · 10
$5,999195,123 mi

Comparison: 10 similar vehicles

Saint Elmo, IL

2015 Chevrolet Malibu 1LT

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

2015 Chevrolet Malibu 1LT

Belleville, IL

UnscoredInsufficient · 3
$6,250194,765 mi

Comparison: 3 similar vehicles

Belleville, IL

2015 Chevrolet Sonic LTZ

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

2015 Chevrolet Sonic LTZ

Odin, IL

Fair PriceModerate · 20
$6,250114,862 mi

Market: $4,775 – $13,543

Comparison: 20 similar vehicles

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

Odin, IL

2006 Lincoln Zephyr Base

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

2006 Lincoln Zephyr Base

McLeansboro, IL

UnscoredInsufficient · 0
$6,294132,748 mi

McLeansboro, IL

2016 Nissan Altima S

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

2016 Nissan Altima S

Steeleville, IL

UnscoredLimited · 19
$6,350198,097 mi

Comparison: 19 similar vehicles

Steeleville, IL

2010 Chrysler 300 Executive Series

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

2010 Chrysler 300 Executive Series

Nashville, IL

UnscoredInsufficient · 4
$6,373192,434 mi

Comparison: 4 similar vehicles

Nashville, IL

2006 Chevrolet Impala LS

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

2006 Chevrolet Impala LS

Belleville, IL

UnscoredInsufficient · 3
$6,400139,500 mi

Comparison: 3 similar vehicles

Belleville, IL

2016 Hyundai Sonata SE

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

2016 Hyundai Sonata SE

Shiloh, IL

UnscoredLimited · 5
$6,449131,284 mi

Comparison: 5 similar vehicles

Shiloh, IL

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Nashville, IL

UnscoredLimited · 18
$6,495125,701 mi

Comparison: 18 similar vehicles

Nashville, IL

2013 Ford Focus S

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

2013 Ford Focus S

Belleville, IL

UnscoredInsufficient · 0
$6,49581,935 mi

Belleville, IL

2010 Honda Civic EX

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

2010 Honda Civic EX

Belleville, IL

UnscoredInsufficient · 0
$6,495271,416 mi

Belleville, IL

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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