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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

12,501 listings found

No Photo

2014 Dodge Journey SXT

Milledgeville, GA

Unscored
$1,900294,997 mi

Comparison: 6 similar vehicles

Milledgeville, GA

No Photo

2014 Nissan Versa Sedan S

Jackson, GA

UnscoredInsufficient · 3
$2,500Mileage not verified

Comparison: 3 similar vehicles

Jackson, GA

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Macon, GA

Unscored
$2,500167,286 mi

Comparison: 21 similar vehicles

Macon, GA

2010 Honda Civic LX

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

2010 Honda Civic LX

Jackson, GA

Unscored
$2,500Mileage not verified

Comparison: 5 similar vehicles

Jackson, GA

2009 Jeep Patriot Sport

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

2009 Jeep Patriot Sport

Milledgeville, GA

UnscoredInsufficient · 0
$2,500141,079 mi

Milledgeville, GA

2005 Chevrolet TrailBlazer LT

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

2005 Chevrolet TrailBlazer LT

Milledgeville, GA

UnscoredInsufficient · 4
$2,500276,283 mi

Comparison: 4 similar vehicles

Milledgeville, GA

2002 Hyundai Elantra GLS

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

2002 Hyundai Elantra GLS

Byron, GA

UnscoredInsufficient · 0
$2,899242,128 mi

Byron, GA

2009 Ford Taurus SEL

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

2009 Ford Taurus SEL

Warner Robins, GA

Unscored
$2,950210,000 mi

Comparison: 6 similar vehicles

Warner Robins, GA

2000 Isuzu Trooper

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

2000 Isuzu Trooper

Macon, GA

UnscoredInsufficient · 0
$2,990154,412 mi

Macon, GA

1999 Mercury Grand Marquis LS

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

1999 Mercury Grand Marquis LS

Macon, GA

UnscoredInsufficient · 0
$2,995194,614 mi

Macon, GA

2010 Toyota Prius II

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

2010 Toyota Prius II

Union Point, GA

Unscored
$3,200241,127 mi

Comparison: 15 similar vehicles

Union Point, GA

2012 Mazda MAZDA3 i Sport

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

2012 Mazda MAZDA3 i Sport

Warner Robins, GA

UnscoredInsufficient · 4
$3,299162,000 mi

Comparison: 4 similar vehicles

Warner Robins, GA

2007 Audi A6 Base

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

2007 Audi A6 Base

Warner Robins, GA

UnscoredInsufficient · 0
$3,299199,000 mi

Warner Robins, GA

2004 Honda Accord EX

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

2004 Honda Accord EX

Warner Robins, GA

Unscored
$3,299250,000 mi

Comparison: 26 similar vehicles

Warner Robins, GA

No Photo

2004 Chevrolet Tahoe LS

Milledgeville, GA

Unscored
$3,489276,803 mi

Comparison: 12 similar vehicles

Milledgeville, GA

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Macon, GA

Unscored
$3,490124,093 mi

Comparison: 52 similar vehicles

Macon, GA

2011 Subaru Outback I Premium

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

2011 Subaru Outback I Premium

Warner Robins, GA

UnscoredInsufficient · 4
$3,499234,000 mi

Comparison: 4 similar vehicles

Warner Robins, GA

2010 Mazda MAZDA3 s Grand Touring

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

2010 Mazda MAZDA3 s Grand Touring

Warner Robins, GA

UnscoredInsufficient · 3
$3,499200,000 mi

Comparison: 3 similar vehicles

Warner Robins, GA

2008 Nissan Sentra 2.0 SL

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

2008 Nissan Sentra 2.0 SL

Warner Robins, GA

UnscoredInsufficient · 0
$3,499135,000 mi

Warner Robins, GA

2005 Honda Pilot EX

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

2005 Honda Pilot EX

Warner Robins, GA

Unscored
$3,499240,000 mi

Comparison: 5 similar vehicles

Warner Robins, GA

2014 Chevrolet Malibu 2LT

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

2014 Chevrolet Malibu 2LT

Jackson, GA

Unscored
$3,500Mileage not verified

Comparison: 7 similar vehicles

Jackson, GA

2009 Nissan Murano SL

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

2009 Nissan Murano SL

Jackson, GA

Unscored
$3,500Mileage not verified

Comparison: 13 similar vehicles

Jackson, GA

2003 Dodge Ram 1500 Pickup ST

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

2003 Dodge Ram 1500 Pickup ST

Byron, GA

UnscoredInsufficient · 4
$3,899225,762 mi

Comparison: 4 similar vehicles

Byron, GA

2012 Nissan Rogue S

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

2012 Nissan Rogue S

Warner Robins, GA

Unscored
$3,900161,500 mi

Comparison: 20 similar vehicles

Warner Robins, GA

2006 Toyota RAV4 Base

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

2006 Toyota RAV4 Base

Milledgeville, GA

Unscored
$3,900206,880 mi

Comparison: 13 similar vehicles

Milledgeville, GA

No Photo

2005 Lexus ES 330

Milledgeville, GA

Unscored
$3,900140,354 mi

Comparison: 14 similar vehicles

Milledgeville, GA

No Photo

2002 Cadillac Escalade Base

Milledgeville, GA

UnscoredInsufficient · 0
$3,900214,990 mi

Milledgeville, GA

No Photo

2000 Mazda MPV DX

Milledgeville, GA

UnscoredInsufficient · 0
$3,90079,546 mi

Milledgeville, GA

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Dublin, GA

Unscored
$3,950176,915 mi

Comparison: 14 similar vehicles

Dublin, GA

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Dublin, GA

Unscored
$3,950175,096 mi

Comparison: 41 similar vehicles

Dublin, GA

2012 Chevrolet Equinox LTZ

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

2012 Chevrolet Equinox LTZ

Dublin, GA

Unscored
$3,950Mileage not verified

Comparison: 10 similar vehicles

Dublin, GA

2011 Cadillac CTS Base

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

2011 Cadillac CTS Base

Warner Robins, GA

UnscoredInsufficient · 0
$3,950192,000 mi

Warner Robins, GA

2010 Honda Accord LX

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

2010 Honda Accord LX

Warner Robins, GA

Unscored
$3,950220,000 mi

Comparison: 6 similar vehicles

Warner Robins, GA

2010 Subaru Outback I Premium

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

2010 Subaru Outback I Premium

Warner Robins, GA

Unscored
$3,950267,000 mi

Comparison: 8 similar vehicles

Warner Robins, GA

No Photo

2008 Ford Taurus SEL

Dublin, GA

UnscoredInsufficient · 0
$3,950239,232 mi

Dublin, GA

2008 Ford Edge Limited

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

2008 Ford Edge Limited

Dublin, GA

UnscoredInsufficient · 4
$3,950216,612 mi

Comparison: 4 similar vehicles

Dublin, GA

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

Dublin, GA

UnscoredInsufficient · 0
$3,950281,931 mi

Dublin, GA

2008 Saturn VUE XR

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

2008 Saturn VUE XR

Dublin, GA

UnscoredInsufficient · 0
$3,950Mileage not verified

Dublin, GA

2008 Hyundai Sonata LIMITED

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

2008 Hyundai Sonata LIMITED

Dublin, GA

UnscoredInsufficient · 0
$3,950195,379 mi

Dublin, GA

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Dublin, GA

Unscored
$3,950199,828 mi

Comparison: 7 similar vehicles

Dublin, GA

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

Dublin, GA

UnscoredInsufficient · 0
$3,950222,332 mi

Dublin, GA

2005 Saturn VUE Base

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

2005 Saturn VUE Base

Warner Robins, GA

UnscoredInsufficient · 0
$3,950200,000 mi

Warner Robins, GA

2003 Chevrolet TrailBlazer LT

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

2003 Chevrolet TrailBlazer LT

Dublin, GA

UnscoredInsufficient · 0
$3,950325,496 mi

Dublin, GA

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Dublin, GA

Unscored
$3,950294,516 mi

Comparison: 12 similar vehicles

Dublin, GA

2014 Ford Fusion S

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

2014 Ford Fusion S

Jackson, GA

Unscored
$3,998230,845 mi

Comparison: 5 similar vehicles

Jackson, GA

2014 Jeep Patriot Latitude

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

2014 Jeep Patriot Latitude

Macon, GA

Unscored
$3,999123,500 mi

Comparison: 21 similar vehicles

Macon, GA

2014 Chevrolet Impala 2LT

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

2014 Chevrolet Impala 2LT

Macon, GA

Unscored
$3,999213,000 mi

Comparison: 21 similar vehicles

Macon, GA

2013 Acura ILX Hybrid

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

2013 Acura ILX Hybrid

Macon, GA

UnscoredInsufficient · 0
$3,999197,000 mi

Macon, GA

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Eatonton, GA

Unscored
$4,000203,474 mi

Comparison: 5 similar vehicles

Eatonton, GA

2004 Nissan Frontier XE

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

2004 Nissan Frontier XE

Dublin, GA

Unscored
$4,000224,453 mi

Comparison: 6 similar vehicles

Dublin, GA

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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