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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

2,833 listings found

No Photo

2002 GMC Envoy SLT

Sylvania, GA

UnscoredInsufficient · 0
$1,750245,107 mi

Sylvania, GA

2002 Hyundai Santa Fe LX

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

2002 Hyundai Santa Fe LX

Aiken, SC

UnscoredInsufficient · 0
$2,700168,271 mi

Aiken, SC

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

2009 Ford Explorer XLT

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

2009 Ford Explorer XLT

Cottageville, SC

UnscoredInsufficient · 0
$4,000202,376 mi

Cottageville, SC

2012 Jeep Liberty Limited Jet Edition

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

2012 Jeep Liberty Limited Jet Edition

Walterboro, SC

UnscoredInsufficient · 3
$4,451185,938 mi

Comparison: 3 similar vehicles

Walterboro, SC

2011 Honda CR-V LX

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

2011 Honda CR-V LX

Aiken, SC

UnscoredRobust · 60
$4,500182,606 mi

Comparison: 60 similar vehicles

Aiken, SC

2005 Lexus RX 330

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

2005 Lexus RX 330

Aiken, SC

UnscoredLimited · 17
$4,500228,745 mi

Comparison: 17 similar vehicles

Aiken, SC

1999 Lexus RX 300

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

1999 Lexus RX 300

Aiken, SC

UnscoredInsufficient · 3
$4,800199,862 mi

Comparison: 3 similar vehicles

Aiken, SC

No Photo

2006 Toyota Highlander Base

Aiken, SC

UnscoredLimited · 7
$4,995201,373 mi

Comparison: 7 similar vehicles

Aiken, SC

No Photo

2002 Ford Explorer XLT

Sylvania, GA

UnscoredInsufficient · 0
$4,995207,000 mi

Sylvania, GA

2008 Ford Explorer XLT

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

2008 Ford Explorer XLT

Allendale, SC

UnscoredInsufficient · 0
$5,000152,785 mi

Allendale, SC

No Photo

2000 Jeep Wrangler SPORT

Orangeburg, SC

UnscoredInsufficient · 3
$5,000158,502 mi

Comparison: 3 similar vehicles

Orangeburg, SC

2014 Jeep Compass Latitude

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

2014 Jeep Compass Latitude

Portal, GA

UnscoredLimited · 7
$5,10091,000 mi

Comparison: 7 similar vehicles

Portal, GA

No Photo

2005 Jeep Grand Cherokee Laredo

Sylvania, GA

UnscoredLimited · 5
$5,250174,854 mi

Comparison: 5 similar vehicles

Sylvania, GA

2013 Ford Explorer Limited

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

2013 Ford Explorer Limited

Yemassee, SC

UnscoredLimited · 7
$5,995215,585 mi

Comparison: 7 similar vehicles

Yemassee, SC

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Aiken, SC

UnscoredLimited · 17
$5,995185,023 mi

Comparison: 17 similar vehicles

Aiken, SC

2007 Jeep Liberty Limited

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

2007 Jeep Liberty Limited

Aiken, SC

UnscoredInsufficient · 0
$5,995171,817 mi

Aiken, SC

2007 Kia Sorento BASE

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

2007 Kia Sorento BASE

Aiken, SC

UnscoredInsufficient · 3
$5,995241,294 mi

Comparison: 3 similar vehicles

Aiken, SC

2005 Toyota Highlander Base

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

2005 Toyota Highlander Base

Aiken, SC

UnscoredLimited · 14
$5,995176,856 mi

Comparison: 14 similar vehicles

Aiken, SC

No Photo

2004 Chevrolet TrailBlazer LS

Sylvania, GA

UnscoredInsufficient · 0
$5,995192,569 mi

Sylvania, GA

2015 Chevrolet Traverse LTZ

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

2015 Chevrolet Traverse LTZ

Allendale, SC

UnscoredModerate · 33
$6,000168,825 mi

Comparison: 33 similar vehicles

Allendale, SC

2000 Cadillac Escalade Base

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

2000 Cadillac Escalade Base

Augusta, GA

UnscoredInsufficient · 0
$6,000135,336 mi

Augusta, GA

2013 INFINITI JX Base

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

2013 INFINITI JX Base

Warrenville, SC

UnscoredRobust · 65
$6,500156,040 mi

Comparison: 65 similar vehicles

Warrenville, SC

2005 Chevrolet Suburban LS

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

2005 Chevrolet Suburban LS

Beech Island, SC

UnscoredLimited · 5
$6,700213,072 mi

Comparison: 5 similar vehicles

Beech Island, SC

2012 Ford Edge SE

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

2012 Ford Edge SE

Aiken, SC

UnscoredLimited · 18
$6,800232,223 mi

Comparison: 18 similar vehicles

Aiken, SC

2014 Ford Escape SE

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

2014 Ford Escape SE

Cottageville, SC

Fair PriceModerate · 47
$6,85076,814 mi

Market: $3,995 – $13,590

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Cottageville, SC

2010 Chevrolet Traverse LS

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

2010 Chevrolet Traverse LS

Aiken, SC

UnscoredInsufficient · 0
$6,99581,966 mi

Aiken, SC

2010 Nissan Rogue SL

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

2010 Nissan Rogue SL

Aiken, SC

UnscoredLimited · 11
$6,995129,378 mi

Comparison: 11 similar vehicles

Aiken, SC

2007 Jeep Liberty Sport

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

2007 Jeep Liberty Sport

Aiken, SC

UnscoredInsufficient · 3
$6,995166,139 mi

Comparison: 3 similar vehicles

Aiken, SC

2005 Toyota RAV4 Base

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

2005 Toyota RAV4 Base

Aiken, SC

UnscoredLimited · 8
$6,995155,226 mi

Comparison: 8 similar vehicles

Aiken, SC

2004 Toyota RAV4 Base

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

2004 Toyota RAV4 Base

Aiken, SC

UnscoredInsufficient · 0
$6,995187,065 mi

Aiken, SC

No Photo

2003 Toyota Highlander Base

Aiken, SC

UnscoredInsufficient · 0
$6,995160,558 mi

Aiken, SC

2017 Buick Encore Essence

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

2017 Buick Encore Essence

Springfield, GA

UnscoredLimited · 5
$7,000116,500 mi

Comparison: 5 similar vehicles

Springfield, GA

2016 Jeep Cherokee Limited

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

2016 Jeep Cherokee Limited

Augusta, GA

UnscoredModerate · 26
$7,000150,700 mi

Comparison: 26 similar vehicles

Augusta, GA

2016 Buick Encore Base

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

2016 Buick Encore Base

Springfield, GA

UnscoredLimited · 9
$7,00069,250 mi

Comparison: 9 similar vehicles

Springfield, GA

2015 Nissan Pathfinder SL

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

2015 Nissan Pathfinder SL

Beech Island, SC

UnscoredModerate · 20
$7,430155,177 mi

Comparison: 20 similar vehicles

Beech Island, SC

2015 Lincoln Navigator Base

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

2015 Lincoln Navigator Base

Warrenville, SC

UnscoredModerate · 23
$7,500227,060 mi

Comparison: 23 similar vehicles

Warrenville, SC

2010 Honda CR-V LX

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

2010 Honda CR-V LX

Aiken, SC

UnscoredRobust · 50
$7,500197,024 mi

Comparison: 50 similar vehicles

Aiken, SC

No Photo

2005 Chevrolet Suburban LS

Aiken, SC

UnscoredLimited · 6
$7,500191,344 mi

Comparison: 6 similar vehicles

Aiken, SC

2017 Ford Expedition Limited

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

2017 Ford Expedition Limited

Cottageville, SC

UnscoredLimited · 6
$7,725300,831 mi

Comparison: 6 similar vehicles

Cottageville, SC

2012 Kia Sorento LX

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

2012 Kia Sorento LX

Aiken, SC

UnscoredModerate · 21
$7,950152,770 mi

Comparison: 21 similar vehicles

Aiken, SC

No Photo

2016 Jeep Compass Latitude

Aiken, SC

UnscoredLimited · 17
$7,995165,348 mi

Comparison: 17 similar vehicles

Aiken, SC

2008 Honda CR-V LX

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

2008 Honda CR-V LX

Statesboro, GA

UnscoredModerate · 31
$7,995273,037 mi

Comparison: 31 similar vehicles

Statesboro, GA

2008 Mazda CX-7 Sport

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

2008 Mazda CX-7 Sport

Aiken, SC

UnscoredInsufficient · 0
$7,995150,744 mi

Aiken, SC

2014 Hyundai Santa Fe Limited

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

2014 Hyundai Santa Fe Limited

Beech Island, SC

UnscoredLimited · 5
$7,99875,626 mi

Comparison: 5 similar vehicles

Beech Island, SC

2018 Nissan Murano SV

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

2018 Nissan Murano SV

Springfield, GA

UnscoredLimited · 7
$8,000142,500 mi

Comparison: 7 similar vehicles

Springfield, GA

2017 Jeep Grand Cherokee Laredo E

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

2017 Jeep Grand Cherokee Laredo E

Springfield, GA

UnscoredLimited · 11
$8,000124,200 mi

Comparison: 11 similar vehicles

Springfield, GA

2016 Kia Sorento Limited

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

2016 Kia Sorento Limited

Springfield, GA

UnscoredInsufficient · 0
$8,000123,746 mi

Springfield, GA

2009 Chevrolet Suburban LT2

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

2009 Chevrolet Suburban LT2

Aiken, SC

UnscoredInsufficient · 0
$8,200224,657 mi

Aiken, SC

2008 Honda CR-V LX

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

2008 Honda CR-V LX

Aiken, SC

OverpricedModerate · 25
$8,200169,474 mi

Market: $4,500 – $7,995

Comparison: 25 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Aiken, 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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