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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

461 listings found

1999 Lincoln Continental Base

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

1999 Lincoln Continental Base

Curryville, MO

UnscoredInsufficient · 0
$2,800190,000 mi

Curryville, MO

2012 Chevrolet Impala LT

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

2012 Chevrolet Impala LT

Vandalia, MO

UnscoredInsufficient · 4
$3,450232,093 mi

Comparison: 4 similar vehicles

Vandalia, MO

2003 Ford Taurus SES

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

2003 Ford Taurus SES

Vandalia, MO

UnscoredInsufficient · 0
$4,150110,281 mi

Vandalia, MO

2004 Pontiac Grand Am SE1

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

2004 Pontiac Grand Am SE1

Quincy, IL

UnscoredInsufficient · 0
$4,250109,268 mi

Quincy, IL

2006 Cadillac DTS Luxury

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

2006 Cadillac DTS Luxury

Rushville, IL

UnscoredInsufficient · 0
$4,450126,000 mi

Rushville, IL

2006 Chevrolet Impala LS

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

2006 Chevrolet Impala LS

Troy, MO

UnscoredInsufficient · 3
$4,495165,911 mi

Comparison: 3 similar vehicles

Troy, MO

2014 Ford Fiesta S

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

2014 Ford Fiesta S

Quincy, IL

UnscoredInsufficient · 0
$4,553146,914 mi

Quincy, IL

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Quincy, IL

UnscoredLimited · 6
$4,763173,291 mi

Comparison: 6 similar vehicles

Quincy, IL

2014 Chevrolet Sonic LT

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

2014 Chevrolet Sonic LT

Jacksonville, IL

UnscoredLimited · 15
$4,998151,291 mi

Comparison: 15 similar vehicles

Jacksonville, IL

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Winchester, IL

UnscoredModerate · 20
$4,999200,355 mi

Comparison: 20 similar vehicles

Winchester, IL

2011 Ford Fusion SE

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

2011 Ford Fusion SE

Barry, IL

UnscoredLimited · 10
$5,499153,000 mi

Comparison: 10 similar vehicles

Barry, IL

2009 Hyundai Elantra SE

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

2009 Hyundai Elantra SE

Curryville, MO

UnscoredInsufficient · 0
$5,500135,000 mi

Curryville, MO

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Whiteside, MO

UnscoredLimited · 14
$5,995148,985 mi

Comparison: 14 similar vehicles

Whiteside, MO

2003 Lincoln Town Car Signature

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

2003 Lincoln Town Car Signature

Vandalia, MO

UnscoredInsufficient · 0
$5,995165,454 mi

Vandalia, MO

2013 Nissan Versa Sedan S

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

2013 Nissan Versa Sedan S

Palmyra, MO

UnscoredInsufficient · 0
$6,495137,327 mi

Palmyra, MO

2008 Acura TSX Base

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

2008 Acura TSX Base

Troy, MO

UnscoredInsufficient · 3
$6,495135,551 mi

Comparison: 3 similar vehicles

Troy, MO

2011 Lexus ES 350

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

2011 Lexus ES 350

Curryville, MO

UnscoredInsufficient · 0
$6,500186,000 mi

Curryville, MO

2005 Honda Accord EX

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

2005 Honda Accord EX

Quincy, IL

UnscoredLimited · 8
$6,973183,203 mi

Comparison: 8 similar vehicles

Quincy, IL

2014 Chrysler 300 Base

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

2014 Chrysler 300 Base

Elsberry, MO

UnscoredLimited · 5
$6,995174,333 mi

Comparison: 5 similar vehicles

Elsberry, MO

No Photo

2012 Ford Fusion SEL

Winfield, MO

UnscoredModerate · 27
$6,995133,748 mi

Comparison: 27 similar vehicles

Winfield, MO

2008 Acura TSX Base

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

2008 Acura TSX Base

Winfield, MO

UnscoredInsufficient · 3
$6,995193,639 mi

Comparison: 3 similar vehicles

Winfield, MO

2004 Jaguar XJ Series XJ8

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

2004 Jaguar XJ Series XJ8

Quincy, IL

Salvage title
$7,00794,862 mi

Quincy, IL

2015 Chevrolet Cruze LTZ

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

2015 Chevrolet Cruze LTZ

Whiteside, MO

UnscoredLimited · 13
$7,250164,070 mi

Comparison: 13 similar vehicles

Whiteside, MO

2013 Hyundai Sonata Hybrid Base

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

2013 Hyundai Sonata Hybrid Base

Quincy, IL

UnscoredInsufficient · 0
$7,308117,053 mi

Quincy, IL

2013 Honda Civic LX

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

2013 Honda Civic LX

Quincy, IL

UnscoredModerate · 25
$7,323231,232 mi

Comparison: 25 similar vehicles

Quincy, IL

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Rushville, IL

UnscoredRobust · 58
$7,450130,000 mi

Comparison: 58 similar vehicles

Rushville, IL

2019 Chevrolet Cruze LT

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

2019 Chevrolet Cruze LT

Elsberry, MO

UnscoredLimited · 9
$7,495146,315 mi

Comparison: 9 similar vehicles

Elsberry, MO

2015 Chevrolet Impala 2LZ

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

2015 Chevrolet Impala 2LZ

Whiteside, MO

UnscoredLimited · 5
$7,500204,051 mi

Comparison: 5 similar vehicles

Whiteside, MO

2010 Chevrolet Impala LT

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

2010 Chevrolet Impala LT

Quincy, IL

Fair PriceLimited · 15
$7,567100,458 mi

Market: $4,990 – $9,999

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Quincy, IL

2015 Chevrolet Impala 2LT

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

2015 Chevrolet Impala 2LT

Quincy, IL

UnscoredLimited · 9
$7,900172,049 mi

Comparison: 9 similar vehicles

Quincy, IL

2019 Chevrolet Cruze LS

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

2019 Chevrolet Cruze LS

Quincy, IL

UnscoredLimited · 15
$7,995139,240 mi

Comparison: 15 similar vehicles

Quincy, IL

2017 Nissan Sentra S

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

2017 Nissan Sentra S

Barry, IL

UnscoredLimited · 6
$7,995114,000 mi

Comparison: 6 similar vehicles

Barry, IL

2013 Lincoln MKZ Base

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

2013 Lincoln MKZ Base

Quincy, IL

UnscoredLimited · 5
$7,997188,957 mi

Comparison: 5 similar vehicles

Quincy, IL

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Palmyra, MO

UnscoredLimited · 5
$8,400176,800 mi

Comparison: 5 similar vehicles

Palmyra, MO

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Palmyra, MO

UnscoredModerate · 31
$8,495156,225 mi

Comparison: 31 similar vehicles

Palmyra, MO

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Jacksonville, IL

UnscoredLimited · 8
$8,500145,506 mi

Comparison: 8 similar vehicles

Jacksonville, IL

2017 Kia Forte LX

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

2017 Kia Forte LX

Beardstown, IL

Fair PriceModerate · 25
$8,590113,685 mi

Market: $5,832 – $13,495

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Beardstown, IL

2014 Ford Taurus Limited

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

2014 Ford Taurus Limited

Jacksonville, IL

UnscoredLimited · 8
$8,900147,398 mi

Comparison: 8 similar vehicles

Jacksonville, IL

2018 Hyundai Sonata SE

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

2018 Hyundai Sonata SE

Rushville, IL

UnscoredLimited · 18
$8,950139,000 mi

Comparison: 18 similar vehicles

Rushville, IL

2011 INFINITI G Sedan 25x

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

2011 INFINITI G Sedan 25x

Troy, MO

UnscoredInsufficient · 0
$8,98878,194 mi

Troy, MO

2020 Hyundai Elantra SEL

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

2020 Hyundai Elantra SEL

Quincy, IL

UnscoredInsufficient · 3
$8,990128,041 mi

Comparison: 3 similar vehicles

Quincy, IL

2011 Honda Accord LX-P

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

2011 Honda Accord LX-P

Quincy, IL

UnscoredInsufficient · 0
$8,990143,380 mi

Quincy, IL

2019 Kia Optima S

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

2019 Kia Optima S

Palmyra, MO

UnscoredInsufficient · 4
$8,995150,832 mi

Comparison: 4 similar vehicles

Palmyra, MO

2018 Nissan Sentra SV

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

2018 Nissan Sentra SV

Elsberry, MO

UnscoredInsufficient · 0
$8,99580,055 mi

Elsberry, MO

2016 Nissan Altima SV

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

2016 Nissan Altima SV

Whiteside, MO

Salvage title
$8,99580,510 mi

Whiteside, MO

2012 Buick LaCrosse Leather

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

2012 Buick LaCrosse Leather

Palmyra, MO

UnscoredInsufficient · 0
$8,995155,870 mi

Palmyra, MO

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Jacksonville, IL

UnscoredModerate · 23
$8,998148,208 mi

Comparison: 23 similar vehicles

Jacksonville, IL

2012 Chrysler 200 Limited

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

2012 Chrysler 200 Limited

Curryville, MO

UnscoredLimited · 7
$9,00075,332 mi

Comparison: 7 similar vehicles

Curryville, MO

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Jacksonville, IL

Fair PriceRobust · 62
$9,42597,356 mi

Market: $3,200 – $10,995

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 461 days listed (based on current market benchmarks)

Jacksonville, IL

2014 Toyota Corolla S Plus

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

2014 Toyota Corolla S Plus

Quincy, IL

UnscoredLimited · 12
$9,540160,606 mi

Comparison: 12 similar vehicles

Quincy, IL

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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