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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 21, 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

8,265 listings found

2006 Ford Freestyle Limited

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

2006 Ford Freestyle Limited

Conway, SC

UnscoredInsufficient · 0
$1,995Mileage not verified

Conway, SC

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Florence, SC

UnscoredInsufficient · 0
$2,000203,612 mi

Florence, SC

1999 Jeep Grand Cherokee LAREDO

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

1999 Jeep Grand Cherokee LAREDO

Florence, SC

UnscoredInsufficient · 0
$2,000198,858 mi

Florence, SC

2001 Ford Explorer Eddie Bauer

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

2001 Ford Explorer Eddie Bauer

Hartsville, SC

UnscoredInsufficient · 0
$2,550272,417 mi

Hartsville, SC

2008 Ford Explorer Eddie Bauer

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

2008 Ford Explorer Eddie Bauer

Hartsville, SC

UnscoredInsufficient · 3
$2,750252,164 mi

Comparison: 3 similar vehicles

Hartsville, SC

2006 Mercury Mariner Convenience 4WD

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

2006 Mercury Mariner Convenience 4WD

Hartsville, SC

UnscoredInsufficient · 0
$2,750235,307 mi

Hartsville, SC

2009 Buick Enclave CXL

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

2009 Buick Enclave CXL

Myrtle Beach, SC

UnscoredInsufficient · 0
$2,900198,111 mi

Myrtle Beach, SC

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Hartsville, SC

UnscoredModerate · 30
$2,950235,741 mi

Comparison: 30 similar vehicles

Hartsville, SC

2012 Dodge Durango SXT

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

2012 Dodge Durango SXT

Conway, SC

UnscoredInsufficient · 3
$2,995Mileage not verified

Comparison: 3 similar vehicles

Conway, SC

2010 Jeep Grand Cherokee Laredo

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

2010 Jeep Grand Cherokee Laredo

Conway, SC

UnscoredLimited · 8
$2,995Mileage not verified

Comparison: 8 similar vehicles

Conway, SC

2006 Saturn VUE Base

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

2006 Saturn VUE Base

Conway, SC

UnscoredInsufficient · 3
$2,995Mileage not verified

Comparison: 3 similar vehicles

Conway, SC

2012 GMC Acadia SL

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

2012 GMC Acadia SL

Myrtle Beach, SC

UnscoredInsufficient · 4
$3,200209,620 mi

Comparison: 4 similar vehicles

Myrtle Beach, SC

2009 Jeep Liberty Sport

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

2009 Jeep Liberty Sport

Hartsville, SC

UnscoredInsufficient · 0
$3,200197,193 mi

Hartsville, SC

2007 Ford Expedition Eddie Bauer

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

2007 Ford Expedition Eddie Bauer

Florence, SC

UnscoredInsufficient · 0
$3,200Mileage not verified

Florence, SC

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Conway, SC

UnscoredLimited · 17
$3,395Mileage not verified

Comparison: 17 similar vehicles

Conway, SC

2011 Chevrolet Equinox LTZ

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

2011 Chevrolet Equinox LTZ

Sumter, SC

UnscoredInsufficient · 4
$3,400150,000 mi

Comparison: 4 similar vehicles

Sumter, SC

2005 Ford Escape XLT

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

2005 Ford Escape XLT

Conway, SC

UnscoredInsufficient · 0
$3,450160,710 mi

Conway, SC

2013 Ford Edge SE

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

2013 Ford Edge SE

Myrtle Beach, SC

UnscoredRobust · 62
$3,500213,857 mi

Comparison: 62 similar vehicles

Myrtle Beach, SC

2012 GMC Acadia SL

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

2012 GMC Acadia SL

Myrtle Beach, SC

UnscoredInsufficient · 4
$3,500180,397 mi

Comparison: 4 similar vehicles

Myrtle Beach, SC

2011 GMC Acadia SLE

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

2011 GMC Acadia SLE

Myrtle Beach, SC

UnscoredInsufficient · 3
$3,500206,579 mi

Comparison: 3 similar vehicles

Myrtle Beach, SC

2011 GMC Acadia SLT2

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

2011 GMC Acadia SLT2

Hartsville, SC

UnscoredInsufficient · 0
$3,500251,300 mi

Hartsville, SC

2009 Ford Escape XLS

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

2009 Ford Escape XLS

Sumter, SC

UnscoredInsufficient · 0
$3,500176,949 mi

Sumter, SC

2009 Acura MDX Technology & Entertainment Package

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

2009 Acura MDX Technology & Entertainment Package

Myrtle Beach, SC

UnscoredInsufficient · 0
$3,500198,621 mi

Myrtle Beach, SC

2001 Chevrolet Suburban Base

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

2001 Chevrolet Suburban Base

Hartsville, SC

UnscoredInsufficient · 0
$3,500225,094 mi

Hartsville, SC

2000 GMC Yukon SLE

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

2000 GMC Yukon SLE

Hartsville, SC

UnscoredInsufficient · 0
$3,500Mileage not verified

Hartsville, SC

2004 GMC Yukon Denali

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

2004 GMC Yukon Denali

Bonneau, SC

Salvage title
$3,750150,000 mi

Bonneau, SC

2015 Honda Pilot Touring

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

2015 Honda Pilot Touring

Florence, SC

UnscoredLimited · 9
$3,800260,218 mi

Comparison: 9 similar vehicles

Florence, SC

2012 Jeep Liberty Limited

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

2012 Jeep Liberty Limited

Hartsville, SC

UnscoredInsufficient · 0
$3,800162,266 mi

Hartsville, SC

2006 Ford Freestyle SEL

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

2006 Ford Freestyle SEL

Hartsville, SC

UnscoredInsufficient · 0
$3,875190,257 mi

Hartsville, SC

2013 Volkswagen Tiguan S

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

2013 Volkswagen Tiguan S

Hartsville, SC

UnscoredLimited · 6
$3,900182,031 mi

Comparison: 6 similar vehicles

Hartsville, SC

2012 Ford Explorer XLT

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

2012 Ford Explorer XLT

Myrtle Beach, SC

UnscoredLimited · 7
$3,900203,013 mi

Comparison: 7 similar vehicles

Myrtle Beach, SC

2011 GMC Acadia Denali

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

2011 GMC Acadia Denali

Myrtle Beach, SC

UnscoredLimited · 7
$3,900196,645 mi

Comparison: 7 similar vehicles

Myrtle Beach, SC

2010 Mercedes-Benz M-Class ML350

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

2010 Mercedes-Benz M-Class ML350

Hartsville, SC

UnscoredInsufficient · 4
$3,900Mileage not verified

Comparison: 4 similar vehicles

Hartsville, SC

2006 Ford Expedition Limited

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

2006 Ford Expedition Limited

Myrtle Beach, SC

UnscoredInsufficient · 0
$3,900152,169 mi

Myrtle Beach, SC

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Florence, SC

UnscoredModerate · 32
$3,930205,957 mi

Comparison: 32 similar vehicles

Florence, SC

2017 Ford Escape SE

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

2017 Ford Escape SE

Conway, SC

UnscoredLimited · 11
$3,950171,550 mi

Comparison: 11 similar vehicles

Conway, SC

2014 Nissan Rogue SL

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

2014 Nissan Rogue SL

Conway, SC

UnscoredRobust · 69
$3,950209,290 mi

Comparison: 69 similar vehicles

Conway, SC

2010 Nissan Rogue S

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

2010 Nissan Rogue S

Conway, SC

UnscoredInsufficient · 0
$3,950146,500 mi

Conway, SC

2006 GMC Envoy XL SLT

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

2006 GMC Envoy XL SLT

Conway, SC

UnscoredInsufficient · 0
$3,950225,595 mi

Conway, SC

2001 Jeep Cherokee SPORT

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

2001 Jeep Cherokee SPORT

Bonneau, SC

Salvage title
$3,950189,222 mi

Bonneau, SC

2010 Mercury Mariner Base

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

2010 Mercury Mariner Base

Sumter, SC

UnscoredInsufficient · 4
$3,995Mileage not verified

Comparison: 4 similar vehicles

Sumter, SC

2009 Ford Flex SEL

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

2009 Ford Flex SEL

Conway, SC

UnscoredLimited · 6
$3,995Mileage not verified

Comparison: 6 similar vehicles

Conway, SC

2005 GMC Envoy SLE

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

2005 GMC Envoy SLE

Coward, SC

UnscoredInsufficient · 0
$3,995147,877 mi

Coward, SC

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Florence, SC

UnscoredModerate · 36
$3,999163,631 mi

Comparison: 36 similar vehicles

Florence, SC

No Photo

2008 GMC Envoy SLE

Florence, SC

UnscoredInsufficient · 0
$3,999192,198 mi

Florence, SC

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Florence, SC

UnscoredLimited · 11
$4,000180,955 mi

Comparison: 11 similar vehicles

Florence, SC

2008 BMW X3 3.0si

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

2008 BMW X3 3.0si

Sumter, SC

UnscoredInsufficient · 3
$4,000169,177 mi

Comparison: 3 similar vehicles

Sumter, SC

2013 Ford Edge SE

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

2013 Ford Edge SE

Hartsville, SC

UnscoredRobust · 64
$4,200170,419 mi

Comparison: 64 similar vehicles

Hartsville, SC

2013 Mazda CX-9 Grand Touring

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

2013 Mazda CX-9 Grand Touring

Mullins, SC

UnscoredLimited · 6
$4,225224,548 mi

Comparison: 6 similar vehicles

Mullins, SC

2007 Kia Sportage LX

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

2007 Kia Sportage LX

Sumter, SC

UnscoredInsufficient · 4
$4,495134,299 mi

Comparison: 4 similar vehicles

Sumter, SC

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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