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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 · November 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

6,986 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

Fishers, IN

Unscored
$1,499203,983 mi

Comparison: 10 similar vehicles

Fishers, IN

2020 Volkswagen Passat SE

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

2020 Volkswagen Passat SE

Indianapolis, IN

UnscoredInsufficient · 0
$1,50043,000 mi

Indianapolis, IN

2002 Volkswagen Jetta GLS

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

2002 Volkswagen Jetta GLS

Brazil, IN

UnscoredInsufficient · 4
$1,900361,895 mi

Comparison: 4 similar vehicles

Brazil, IN

2005 Nissan Sentra 1.8 S

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

2005 Nissan Sentra 1.8 S

Martinsville, IN

UnscoredInsufficient · 0
$2,108250,225 mi

Martinsville, IN

2010 Kia Rio LX

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

2010 Kia Rio LX

Greencastle, IN

UnscoredInsufficient · 0
$2,145169,758 mi

Greencastle, IN

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

Greenwood, IN

UnscoredInsufficient · 0
$2,250250,123 mi

Greenwood, IN

2013 Nissan Altima Sedan SL

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

2013 Nissan Altima Sedan SL

Lafayette, IN

Unscored
$2,262220,827 mi

Comparison: 58 similar vehicles

Lafayette, IN

2011 Chevrolet Cruze 2LT

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

2011 Chevrolet Cruze 2LT

Plainfield, IN

Unscored
$2,275156,917 mi

Comparison: 8 similar vehicles

Plainfield, IN

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Anderson, IN

UnscoredInsufficient · 3
$2,299212,896 mi

Comparison: 3 similar vehicles

Anderson, IN

1998 Lincoln Continental Base

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

1998 Lincoln Continental Base

Edinburgh, IN

UnscoredInsufficient · 0
$2,300288,850 mi

Edinburgh, IN

2011 Nissan Sentra SR

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

2011 Nissan Sentra SR

Indianapolis, IN

Unscored
$2,400220,000 mi

Comparison: 6 similar vehicles

Indianapolis, IN

2002 Chrysler Concorde Limited

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

2002 Chrysler Concorde Limited

Indianapolis, IN

Salvage title
$2,449237,304 mi

Indianapolis, IN

2018 Nissan Versa Sedan S Plus

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

2018 Nissan Versa Sedan S Plus

Indianapolis, IN

UnscoredInsufficient · 3
$2,495172,439 mi

Comparison: 3 similar vehicles

Indianapolis, IN

2000 Buick Century LIMITED

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

2000 Buick Century LIMITED

Indianapolis, IN

UnscoredInsufficient · 0
$2,495Mileage not verified

Indianapolis, IN

1998 Honda Civic LX

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

1998 Honda Civic LX

Indianapolis, IN

UnscoredInsufficient · 3
$2,495199,873 mi

Comparison: 3 similar vehicles

Indianapolis, IN

2017 Nissan Sentra S

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

2017 Nissan Sentra S

Indianapolis, IN

Unscored
$2,500211,530 mi

Comparison: 28 similar vehicles

Indianapolis, IN

2010 Chevrolet Malibu 1LT

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

2010 Chevrolet Malibu 1LT

Anderson, IN

Unscored
$2,500Mileage not verified

Comparison: 22 similar vehicles

Anderson, IN

2009 Nissan Altima S

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

2009 Nissan Altima S

Greenwood, IN

Unscored
$2,500181,223 mi

Comparison: 26 similar vehicles

Greenwood, IN

2007 Chevrolet Impala LS

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

2007 Chevrolet Impala LS

Indianapolis, IN

Unscored
$2,500205,635 mi

Comparison: 10 similar vehicles

Indianapolis, IN

2006 Ford Taurus SEL

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

2006 Ford Taurus SEL

Plainfield, IN

UnscoredInsufficient · 0
$2,500254,000 mi

Plainfield, IN

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Greenwood, IN

Unscored
$2,588128,209 mi

Comparison: 8 similar vehicles

Greenwood, IN

2013 Hyundai Elantra Limited

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

2013 Hyundai Elantra Limited

Lebanon, IN

Unscored
$2,650168,859 mi

Comparison: 47 similar vehicles

Lebanon, IN

2014 Ford Focus SE

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

2014 Ford Focus SE

Crawfordsville, IN

Salvage title
$2,700Mileage not verified

Crawfordsville, IN

2014 Ford Focus SE

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

2014 Ford Focus SE

Indianapolis, IN

Unscored
$2,700152,601 mi

Comparison: 59 similar vehicles

Indianapolis, IN

2004 Lexus ES 330

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

2004 Lexus ES 330

Anderson, IN

Salvage title
$2,700234,141 mi

Anderson, IN

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Indianapolis, IN

UnscoredInsufficient · 3
$2,795133,000 mi

Comparison: 3 similar vehicles

Indianapolis, IN

2015 Nissan Altima S

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

2015 Nissan Altima S

Romney, IN

Unscored
$2,900Mileage not verified

Comparison: 103 similar vehicles

Romney, IN

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

Lafayette, IN

Unscored
$2,900242,288 mi

Comparison: 28 similar vehicles

Lafayette, IN

2008 Pontiac Grand Prix GP

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

2008 Pontiac Grand Prix GP

Kokomo, IN

Unscored
$2,900170,019 mi

Comparison: 5 similar vehicles

Kokomo, IN

2002 Volvo S60 2.4T

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

2002 Volvo S60 2.4T

Mooresville, IN

UnscoredInsufficient · 0
$2,90050,795 mi

Mooresville, IN

2002 Pontiac Grand Prix SE

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

2002 Pontiac Grand Prix SE

Greenwood, IN

UnscoredInsufficient · 0
$2,988165,243 mi

Greenwood, IN

2012 Honda Civic LX

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

2012 Honda Civic LX

Anderson, IN

Unscored
$2,990264,655 mi

Comparison: 21 similar vehicles

Anderson, IN

2010 Ford Focus S

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

2010 Ford Focus S

Indianapolis, IN

UnscoredInsufficient · 0
$2,990120,695 mi

Indianapolis, IN

2005 Buick LaCrosse CX

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

2005 Buick LaCrosse CX

Anderson, IN

UnscoredInsufficient · 0
$2,990131,385 mi

Anderson, IN

2013 Ford Taurus SEL

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

2013 Ford Taurus SEL

Indianapolis, IN

UnscoredInsufficient · 3
$2,995137,300 mi

Comparison: 3 similar vehicles

Indianapolis, IN

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Indianapolis, IN

Unscored
$2,995225,333 mi

Comparison: 17 similar vehicles

Indianapolis, IN

2011 Volkswagen Jetta SE

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

2011 Volkswagen Jetta SE

Indianapolis, IN

Unscored
$2,995196,612 mi

Comparison: 14 similar vehicles

Indianapolis, IN

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Indianapolis, IN

Unscored
$2,995207,397 mi

Comparison: 14 similar vehicles

Indianapolis, IN

2008 Volvo S80 3.2

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

2008 Volvo S80 3.2

Indianapolis, IN

UnscoredInsufficient · 0
$2,995156,625 mi

Indianapolis, IN

2007 Buick Lucerne CX

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

2007 Buick Lucerne CX

Indianapolis, IN

UnscoredInsufficient · 4
$2,995196,156 mi

Comparison: 4 similar vehicles

Indianapolis, IN

2007 Nissan Versa S

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

2007 Nissan Versa S

Indianapolis, IN

Unscored
$2,995118,000 mi

Comparison: 6 similar vehicles

Indianapolis, IN

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

Martinsville, IN

UnscoredInsufficient · 3
$2,995184,682 mi

Comparison: 3 similar vehicles

Martinsville, IN

2004 Dodge Stratus SXT

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

2004 Dodge Stratus SXT

Martinsville, IN

UnscoredInsufficient · 0
$2,995105,939 mi

Martinsville, IN

2004 Chevrolet Impala Base

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

2004 Chevrolet Impala Base

Indianapolis, IN

Unscored
$2,995183,000 mi

Comparison: 5 similar vehicles

Indianapolis, IN

2002 Cadillac DeVille DTS

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

2002 Cadillac DeVille DTS

Indianapolis, IN

UnscoredInsufficient · 0
$2,995156,791 mi

Indianapolis, IN

1998 Buick Park Avenue Base

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

1998 Buick Park Avenue Base

Indianapolis, IN

UnscoredInsufficient · 0
$2,995Mileage not verified

Indianapolis, IN

2012 Chevrolet Malibu 1LS

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

2012 Chevrolet Malibu 1LS

Indianapolis, IN

Unscored
$2,999177,000 mi

Comparison: 22 similar vehicles

Indianapolis, IN

2007 Toyota Yaris Base

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

2007 Toyota Yaris Base

Indianapolis, IN

Unscored
$2,999205,414 mi

Comparison: 15 similar vehicles

Indianapolis, IN

2013 Kia Optima EX

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

2013 Kia Optima EX

Anderson, IN

Unscored
$3,000176,205 mi

Comparison: 14 similar vehicles

Anderson, IN

2009 Saturn Aura XE

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

2009 Saturn Aura XE

Plainfield, IN

Unscored
$3,000Mileage not verified

Comparison: 10 similar vehicles

Plainfield, IN

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.
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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