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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

14,790 listings found

2014 Nissan Sentra S

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

2014 Nissan Sentra S

Savannah, GA

Unscored
$2,500139,106 mi

Comparison: 8 similar vehicles

Savannah, GA

2010 Honda Civic LX

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

2010 Honda Civic LX

Claxton, GA

Unscored
$2,500231,220 mi

Comparison: 18 similar vehicles

Claxton, GA

2006 Ford Expedition XLT

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

2006 Ford Expedition XLT

Claxton, GA

UnscoredInsufficient · 0
$2,500206,285 mi

Claxton, GA

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Savannah, GA

Unscored
$2,595218,622 mi

Comparison: 14 similar vehicles

Savannah, GA

2009 Honda CR-V LX

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

2009 Honda CR-V LX

Garden City, GA

Unscored
$2,799286,505 mi

Comparison: 6 similar vehicles

Garden City, GA

2010 Ford Edge SE

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

2010 Ford Edge SE

Savannah, GA

UnscoredInsufficient · 0
$2,900302,233 mi

Savannah, GA

2003 Chevrolet Suburban LS

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

2003 Chevrolet Suburban LS

Seabrook, SC

UnscoredInsufficient · 4
$3,000271,451 mi

Comparison: 4 similar vehicles

Seabrook, SC

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Savannah, GA

UnscoredInsufficient · 4
$3,300172,000 mi

Comparison: 4 similar vehicles

Savannah, GA

No Photo

2014 Ford Focus SE

Savannah, GA

Unscored
$3,500273,161 mi

Comparison: 26 similar vehicles

Savannah, GA

2009 Lincoln MKS Base

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

2009 Lincoln MKS Base

Claxton, GA

UnscoredInsufficient · 0
$3,500172,415 mi

Claxton, GA

2009 Ford Flex LIMITED

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

2009 Ford Flex LIMITED

Hinesville, GA

UnscoredInsufficient · 3
$3,500176,964 mi

Comparison: 3 similar vehicles

Hinesville, GA

2006 Dodge Charger R/T

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

2006 Dodge Charger R/T

Savannah, GA

UnscoredInsufficient · 0
$3,500149,115 mi

Savannah, GA

2005 Honda Odyssey EX

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

2005 Honda Odyssey EX

Springfield, GA

UnscoredInsufficient · 4
$3,500121,400 mi

Comparison: 4 similar vehicles

Springfield, GA

2003 Subaru Forester X

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

2003 Subaru Forester X

Claxton, GA

UnscoredInsufficient · 0
$3,500142,925 mi

Claxton, GA

No Photo

1997 Ford F-150 STANDARD

Savannah, GA

UnscoredInsufficient · 0
$3,500198,623 mi

Savannah, GA

2005 Honda Accord EX

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

2005 Honda Accord EX

Seabrook, SC

Unscored
$3,800Mileage not verified

Comparison: 6 similar vehicles

Seabrook, SC

2011 Honda Accord EX-L

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

2011 Honda Accord EX-L

Savannah, GA

Unscored
$3,900217,047 mi

Comparison: 10 similar vehicles

Savannah, GA

2011 Ford Focus SES

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

2011 Ford Focus SES

Savannah, GA

UnscoredInsufficient · 0
$3,995170,595 mi

Savannah, GA

2009 Chevrolet HHR LS

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

2009 Chevrolet HHR LS

Savannah, GA

UnscoredInsufficient · 0
$3,995157,942 mi

Savannah, GA

2006 Chevrolet Express Cargo Work

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

2006 Chevrolet Express Cargo Work

Port Wentworth, GA

UnscoredInsufficient · 4
$3,995332,796 mi

Comparison: 4 similar vehicles

Port Wentworth, GA

2013 Dodge Journey SXT

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

2013 Dodge Journey SXT

Savannah, GA

UnscoredInsufficient · 4
$4,000172,777 mi

Comparison: 4 similar vehicles

Savannah, GA

2009 Ford Focus SE

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

2009 Ford Focus SE

Savannah, GA

Unscored
$4,000Mileage not verified

Comparison: 5 similar vehicles

Savannah, GA

2008 Mercury Milan Premier

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

2008 Mercury Milan Premier

Springfield, GA

UnscoredInsufficient · 0
$4,00078,600 mi

Springfield, GA

2007 Chevrolet Avalanche LT

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

2007 Chevrolet Avalanche LT

Hinesville, GA

Unscored
$4,000244,194 mi

Comparison: 6 similar vehicles

Hinesville, GA

2006 Ford Econoline Van Commercial

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

2006 Ford Econoline Van Commercial

Seabrook, SC

UnscoredInsufficient · 0
$4,000314,734 mi

Seabrook, SC

2001 Ford F-150 XL

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

2001 Ford F-150 XL

Savannah, GA

Unscored
$4,000271,555 mi

Comparison: 16 similar vehicles

Savannah, GA

2010 Mazda MAZDA3 i Touring

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

2010 Mazda MAZDA3 i Touring

Savannah, GA

UnscoredInsufficient · 3
$4,199166,504 mi

Comparison: 3 similar vehicles

Savannah, GA

2010 Honda Civic LX-S

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

2010 Honda Civic LX-S

Savannah, GA

UnscoredInsufficient · 3
$4,399184,170 mi

Comparison: 3 similar vehicles

Savannah, GA

2014 Ford Flex SEL

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

2014 Ford Flex SEL

Savannah, GA

UnscoredInsufficient · 4
$4,400210,217 mi

Comparison: 4 similar vehicles

Savannah, GA

2006 Volvo S40 T5

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

2006 Volvo S40 T5

Claxton, GA

UnscoredInsufficient · 0
$4,495203,460 mi

Claxton, GA

2009 Buick LaCrosse CXL

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

2009 Buick LaCrosse CXL

Savannah, GA

UnscoredInsufficient · 0
$4,499146,820 mi

Savannah, GA

2008 Lincoln MKZ Base

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

2008 Lincoln MKZ Base

Savannah, GA

UnscoredInsufficient · 3
$4,499Mileage not verified

Comparison: 3 similar vehicles

Savannah, GA

2016 Subaru Outback Limited

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

2016 Subaru Outback Limited

Claxton, GA

Unscored
$4,500202,907 mi

Comparison: 18 similar vehicles

Claxton, GA

2015 Nissan Altima SL

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

2015 Nissan Altima SL

Savannah, GA

Unscored
$4,500195,555 mi

Comparison: 13 similar vehicles

Savannah, GA

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Savannah, GA

Unscored
$4,500146,044 mi

Comparison: 9 similar vehicles

Savannah, 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

Claxton, GA

UnscoredInsufficient · 4
$4,500143,412 mi

Comparison: 4 similar vehicles

Claxton, GA

2008 Cadillac DTS 1SC

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

2008 Cadillac DTS 1SC

Savannah, GA

UnscoredInsufficient · 0
$4,500104,560 mi

Savannah, GA

2008 BMW 7 Series 750Li

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

2008 BMW 7 Series 750Li

Savannah, GA

UnscoredInsufficient · 0
$4,500161,798 mi

Savannah, GA

2007 Pontiac G6 GT

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

2007 Pontiac G6 GT

Claxton, GA

UnscoredInsufficient · 0
$4,500155,546 mi

Claxton, GA

2004 Honda Accord LX

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

2004 Honda Accord LX

Savannah, GA

UnscoredInsufficient · 3
$4,500261,222 mi

Comparison: 3 similar vehicles

Savannah, GA

1997 Honda Accord LX

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

1997 Honda Accord LX

Savannah, GA

UnscoredInsufficient · 0
$4,600155,814 mi

Savannah, GA

2015 Buick Enclave Leather

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

2015 Buick Enclave Leather

Richmond Hill, GA

Unscored
$4,800197,885 mi

Comparison: 12 similar vehicles

Richmond Hill, GA

2007 INFINITI M 45 Sport

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

2007 INFINITI M 45 Sport

Seabrook, SC

UnscoredInsufficient · 0
$4,800167,873 mi

Seabrook, SC

2012 Hyundai Accent GLS

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

2012 Hyundai Accent GLS

Savannah, GA

Unscored
$4,900202,933 mi

Comparison: 5 similar vehicles

Savannah, GA

2006 Toyota Highlander Hybrid

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

2006 Toyota Highlander Hybrid

Savannah, GA

UnscoredInsufficient · 0
$4,900219,139 mi

Savannah, GA

2002 Toyota Camry XLE

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

2002 Toyota Camry XLE

Savannah, GA

UnscoredInsufficient · 0
$4,900184,757 mi

Savannah, GA

1999 Dodge Durango SLT

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

1999 Dodge Durango SLT

Savannah, GA

UnscoredInsufficient · 0
$4,900127,076 mi

Savannah, GA

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Hardeeville, SC

UnscoredInsufficient · 0
$4,950201,000 mi

Hardeeville, SC

2015 FIAT 500 Pop

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

2015 FIAT 500 Pop

Savannah, GA

UnscoredInsufficient · 3
$4,995141,260 mi

Comparison: 3 similar vehicles

Savannah, GA

2013 Subaru XV Crosstrek Premium

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

2013 Subaru XV Crosstrek Premium

Savannah, GA

UnscoredInsufficient · 0
$4,995155,683 mi

Savannah, 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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