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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

12,307 listings found

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

2012 Chevrolet Traverse 2LT

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

2012 Chevrolet Traverse 2LT

West Columbia, SC

UnscoredInsufficient · 3
$2,700Mileage not verified

Comparison: 3 similar vehicles

West Columbia, 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

1999 Dodge Durango SLT

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

1999 Dodge Durango SLT

West Columbia, SC

UnscoredInsufficient · 0
$2,850185,212 mi

West Columbia, 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

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

2006 Saturn VUE Base

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

2006 Saturn VUE Base

West Columbia, SC

UnscoredInsufficient · 4
$3,300Mileage not verified

Comparison: 4 similar vehicles

West Columbia, 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

No Photo

2015 Nissan Rogue SV

Saint Matthews, SC

UnscoredModerate · 45
$3,500214,654 mi

Comparison: 45 similar vehicles

Saint Matthews, 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

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Columbia, SC

UnscoredLimited · 17
$3,500165,175 mi

Comparison: 17 similar vehicles

Columbia, 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

2008 INFINITI EX 35 Journey

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

2008 INFINITI EX 35 Journey

Florence, SC

UnscoredInsufficient · 0
$3,500182,000 mi

Florence, SC

2005 GMC Envoy XL SLE

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

2005 GMC Envoy XL SLE

Elgin, SC

UnscoredInsufficient · 0
$3,500218,009 mi

Elgin, 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

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

No Photo

2012 Chevrolet Equinox 1LT

Saint Matthews, SC

UnscoredModerate · 22
$3,800190,806 mi

Comparison: 22 similar vehicles

Saint Matthews, SC

2007 Ford Freestyle SEL

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

2007 Ford Freestyle SEL

Elgin, SC

UnscoredInsufficient · 0
$3,800185,310 mi

Elgin, 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 Ford Escape SE

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

2013 Ford Escape SE

West Columbia, SC

UnscoredModerate · 38
$3,900Mileage not verified

Comparison: 38 similar vehicles

West Columbia, SC

2013 GMC Terrain SLE-2

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

2013 GMC Terrain SLE-2

West Columbia, SC

UnscoredLimited · 14
$3,900Mileage not verified

Comparison: 14 similar vehicles

West Columbia, 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 · 16
$3,900182,031 mi

Comparison: 16 similar vehicles

Hartsville, SC

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

West Columbia, SC

UnscoredLimited · 5
$3,900Mileage not verified

Comparison: 5 similar vehicles

West Columbia, 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

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 · 31
$3,930205,957 mi

Comparison: 31 similar vehicles

Florence, 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

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Elgin, SC

UnscoredLimited · 11
$3,995247,811 mi

Comparison: 11 similar vehicles

Elgin, 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

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

2002 Ford Explorer Limited

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

2002 Ford Explorer Limited

Elgin, SC

UnscoredInsufficient · 0
$3,995220,355 mi

Elgin, 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

2011 Chevrolet Tahoe LTZ

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

2011 Chevrolet Tahoe LTZ

Florence, SC

UnscoredLimited · 11
$4,000208,000 mi

Comparison: 11 similar vehicles

Florence, SC

No Photo

2011 Kia Sorento EX

Saint Matthews, SC

UnscoredLimited · 5
$4,000195,677 mi

Comparison: 5 similar vehicles

Saint Matthews, SC

2010 Nissan Murano S

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

2010 Nissan Murano S

Florence, SC

Salvage title
$4,000154,703 mi

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

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

2012 Nissan Rogue S

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

2012 Nissan Rogue S

West Columbia, SC

UnscoredLimited · 11
$4,500218,167 mi

Comparison: 11 similar vehicles

West Columbia, SC

2011 Dodge Nitro Heat

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

2011 Dodge Nitro Heat

Sumter, SC

UnscoredInsufficient · 4
$4,500155,242 mi

Comparison: 4 similar vehicles

Sumter, SC

2011 Hyundai Santa Fe GLS

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

2011 Hyundai Santa Fe GLS

Elgin, SC

UnscoredInsufficient · 0
$4,500234,888 mi

Elgin, SC

2008 Chevrolet Equinox Sport

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

2008 Chevrolet Equinox Sport

Florence, SC

UnscoredInsufficient · 0
$4,500152,031 mi

Florence, SC

2006 Dodge Durango SLT

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

2006 Dodge Durango SLT

Hartsville, SC

UnscoredInsufficient · 0
$4,50084,310 mi

Hartsville, SC

2002 Chevrolet TrailBlazer LTZ

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

2002 Chevrolet TrailBlazer LTZ

Elgin, SC

UnscoredInsufficient · 3
$4,500192,111 mi

Comparison: 3 similar vehicles

Elgin, SC

2001 Nissan Xterra SE

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

2001 Nissan Xterra SE

Florence, SC

UnscoredInsufficient · 0
$4,500193,895 mi

Florence, 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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