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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

5,708 listings found

2006 Saturn ION 2

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

2006 Saturn ION 2

Baton Rouge, LA

UnscoredInsufficient · 0
$1,900108,015 mi

Baton Rouge, LA

2007 Ford Focus ZX4 SES

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

2007 Ford Focus ZX4 SES

Baton Rouge, LA

UnscoredInsufficient · 0
$2,100164,938 mi

Baton Rouge, LA

2009 Chrysler Sebring Touring

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

2009 Chrysler Sebring Touring

Baton Rouge, LA

UnscoredInsufficient · 0
$2,200101,202 mi

Baton Rouge, LA

2007 Mazda MAZDA3 i

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

2007 Mazda MAZDA3 i

Baton Rouge, LA

UnscoredInsufficient · 4
$2,200170,468 mi

Comparison: 4 similar vehicles

Baton Rouge, LA

2005 Toyota Avalon XLS

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

2005 Toyota Avalon XLS

Baton Rouge, LA

UnscoredInsufficient · 0
$2,300194,983 mi

Baton Rouge, LA

2010 Pontiac G6

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

2010 Pontiac G6

Baton Rouge, LA

UnscoredInsufficient · 0
$2,400189,539 mi

Baton Rouge, LA

2010 Nissan Altima S

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

2010 Nissan Altima S

Baton Rouge, LA

UnscoredLimited · 9
$2,500204,317 mi

Comparison: 9 similar vehicles

Baton Rouge, LA

2014 Nissan Altima SL

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

2014 Nissan Altima SL

Baton Rouge, LA

UnscoredLimited · 7
$2,600209,480 mi

Comparison: 7 similar vehicles

Baton Rouge, LA

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

Baton Rouge, LA

UnscoredLimited · 8
$2,600159,969 mi

Comparison: 8 similar vehicles

Baton Rouge, LA

2014 Nissan Altima SL

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

2014 Nissan Altima SL

Baton Rouge, LA

UnscoredLimited · 7
$2,650213,565 mi

Comparison: 7 similar vehicles

Baton Rouge, LA

2012 Mazda MAZDA6 i Sport

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

2012 Mazda MAZDA6 i Sport

Baton Rouge, LA

UnscoredInsufficient · 0
$2,700162,436 mi

Baton Rouge, LA

2009 Ford Fusion SEL

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

2009 Ford Fusion SEL

Baton Rouge, LA

UnscoredInsufficient · 0
$2,750220,567 mi

Baton Rouge, LA

2013 Nissan Altima Sedan SV

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

2013 Nissan Altima Sedan SV

Baton Rouge, LA

UnscoredLimited · 11
$2,800180,353 mi

Comparison: 11 similar vehicles

Baton Rouge, LA

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Baton Rouge, LA

UnscoredInsufficient · 0
$2,800185,054 mi

Baton Rouge, LA

2009 Toyota Avalon Limited

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

2009 Toyota Avalon Limited

Baton Rouge, LA

UnscoredInsufficient · 0
$2,800186,278 mi

Baton Rouge, LA

2009 Mazda MAZDA3 i Touring

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

2009 Mazda MAZDA3 i Touring

Baton Rouge, LA

UnscoredInsufficient · 0
$2,800205,495 mi

Baton Rouge, LA

2012 Volvo S60 T5

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

2012 Volvo S60 T5

Baton Rouge, LA

UnscoredInsufficient · 0
$2,850176,759 mi

Baton Rouge, LA

1999 Toyota Corolla VE

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

1999 Toyota Corolla VE

Metairie, LA

UnscoredInsufficient · 0
$2,888130,000 mi

Metairie, LA

2011 Buick Regal CXL

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

2011 Buick Regal CXL

Baton Rouge, LA

UnscoredInsufficient · 4
$2,900139,997 mi

Comparison: 4 similar vehicles

Baton Rouge, LA

2007 Toyota Avalon Limited

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

2007 Toyota Avalon Limited

Baton Rouge, LA

UnscoredInsufficient · 0
$2,900270,175 mi

Baton Rouge, LA

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Slidell, LA

UnscoredModerate · 35
$2,995189,780 mi

Comparison: 35 similar vehicles

Slidell, LA

2012 Nissan Altima S

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

2012 Nissan Altima S

Kenner, LA

UnscoredModerate · 22
$2,995251,797 mi

Comparison: 22 similar vehicles

Kenner, LA

2004 Cadillac DeVille Base

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

2004 Cadillac DeVille Base

Slidell, LA

UnscoredInsufficient · 0
$2,995172,982 mi

Slidell, LA

2011 Hyundai Elantra GLS

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

2011 Hyundai Elantra GLS

Baton Rouge, LA

UnscoredInsufficient · 0
$3,000173,211 mi

Baton Rouge, LA

2004 Honda Accord LX

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

2004 Honda Accord LX

Baton Rouge, LA

UnscoredInsufficient · 0
$3,000Mileage not verified

Baton Rouge, LA

2016 Nissan Altima S

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

2016 Nissan Altima S

Baton Rouge, LA

UnscoredLimited · 18
$3,150157,030 mi

Comparison: 18 similar vehicles

Baton Rouge, LA

2010 Hyundai Elantra Blue

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

2010 Hyundai Elantra Blue

Baton Rouge, LA

UnscoredInsufficient · 0
$3,200Mileage not verified

Baton Rouge, LA

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

Baton Rouge, LA

UnscoredInsufficient · 0
$3,200204,220 mi

Baton Rouge, LA

2014 Nissan Altima SL

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

2014 Nissan Altima SL

Baton Rouge, LA

UnscoredLimited · 7
$3,250179,052 mi

Comparison: 7 similar vehicles

Baton Rouge, LA

2014 Volkswagen Passat S

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

2014 Volkswagen Passat S

Baton Rouge, LA

UnscoredInsufficient · 0
$3,250225,059 mi

Baton Rouge, LA

2014 Hyundai Sonata GLS

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

2014 Hyundai Sonata GLS

Baton Rouge, LA

UnscoredInsufficient · 4
$3,250147,199 mi

Comparison: 4 similar vehicles

Baton Rouge, LA

2008 Honda Accord LX-P

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

2008 Honda Accord LX-P

Baton Rouge, LA

UnscoredInsufficient · 0
$3,300197,740 mi

Baton Rouge, LA

2015 Nissan Altima S

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

2015 Nissan Altima S

Baton Rouge, LA

UnscoredLimited · 5
$3,350179,977 mi

Comparison: 5 similar vehicles

Baton Rouge, LA

2017 Kia Optima LX

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

2017 Kia Optima LX

Baton Rouge, LA

UnscoredLimited · 13
$3,450162,520 mi

Comparison: 13 similar vehicles

Baton Rouge, LA

2014 Nissan Altima Base

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

2014 Nissan Altima Base

Baton Rouge, LA

UnscoredInsufficient · 0
$3,450197,972 mi

Baton Rouge, LA

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Kenner, LA

UnscoredLimited · 12
$3,495116,469 mi

Comparison: 12 similar vehicles

Kenner, LA

2011 Lincoln MKS Base

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

2011 Lincoln MKS Base

Kenner, LA

UnscoredInsufficient · 0
$3,495177,996 mi

Kenner, LA

2008 Cadillac STS Base

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

2008 Cadillac STS Base

Marrero, LA

UnscoredInsufficient · 0
$3,495119,599 mi

Marrero, LA

No Photo

2007 Pontiac G6 GTP

Kenner, LA

UnscoredInsufficient · 0
$3,495145,985 mi

Kenner, LA

2007 Dodge Charger SXT

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

2007 Dodge Charger SXT

Kenner, LA

UnscoredInsufficient · 0
$3,495197,701 mi

Kenner, LA

2006 Pontiac G6 Base

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

2006 Pontiac G6 Base

Kenner, LA

UnscoredInsufficient · 0
$3,495190,796 mi

Kenner, LA

2003 Buick LeSabre Custom

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

2003 Buick LeSabre Custom

Kenner, LA

UnscoredInsufficient · 0
$3,495104,713 mi

Kenner, LA

2003 Mercury Grand Marquis LS

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

2003 Mercury Grand Marquis LS

Kenner, LA

UnscoredInsufficient · 0
$3,49593,445 mi

Kenner, LA

2002 Volvo S60 T5

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

2002 Volvo S60 T5

Kenner, LA

Salvage title
$3,495185,856 mi

Kenner, LA

2013 Nissan Altima Sedan SV

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

2013 Nissan Altima Sedan SV

Baton Rouge, LA

UnscoredLimited · 11
$3,500150,312 mi

Comparison: 11 similar vehicles

Baton Rouge, LA

2012 Honda Accord EX-L

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

2012 Honda Accord EX-L

Baton Rouge, LA

Salvage title
$3,500Mileage not verified

Baton Rouge, LA

2011 Chevrolet Malibu 1LS

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

2011 Chevrolet Malibu 1LS

Baton Rouge, LA

UnscoredInsufficient · 0
$3,500169,148 mi

Baton Rouge, LA

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

Slidell, LA

UnscoredInsufficient · 0
$3,500138,107 mi

Slidell, LA

2009 Honda Accord LX

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

2009 Honda Accord LX

Baton Rouge, LA

UnscoredInsufficient · 3
$3,500181,544 mi

Comparison: 3 similar vehicles

Baton Rouge, LA

2009 Honda Civic LX-S

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

2009 Honda Civic LX-S

Baton Rouge, LA

UnscoredInsufficient · 0
$3,500Mileage not verified

Baton Rouge, LA

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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