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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

605 listings found

2009 Ford Focus SE

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

2009 Ford Focus SE

Medina, TN

Salvage title
$2,499170,000 mi

Medina, TN

2007 Mazda MAZDA6 i

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

2007 Mazda MAZDA6 i

Jackson, TN

UnscoredInsufficient · 0
$2,595202,705 mi

Jackson, TN

2008 Mazda MAZDA3 i Touring

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

2008 Mazda MAZDA3 i Touring

Murray, KY

UnscoredInsufficient · 0
$3,300214,111 mi

Murray, KY

2017 Nissan Altima SV

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

2017 Nissan Altima SV

Jackson, TN

UnscoredModerate · 29
$3,374159,833 mi

Comparison: 29 similar vehicles

Jackson, TN

2008 Nissan Sentra 2.0

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

2008 Nissan Sentra 2.0

Waverly, TN

UnscoredInsufficient · 0
$3,495190,807 mi

Waverly, TN

2007 Nissan Sentra 2.0

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

2007 Nissan Sentra 2.0

Dickson, TN

UnscoredInsufficient · 3
$3,900288,445 mi

Comparison: 3 similar vehicles

Dickson, TN

2005 Chevrolet Classic Base

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

2005 Chevrolet Classic Base

Waverly, TN

UnscoredInsufficient · 0
$3,950175,941 mi

Waverly, TN

2006 Nissan Sentra 1.8 S

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

2006 Nissan Sentra 1.8 S

Waverly, TN

UnscoredLimited · 12
$4,500230,159 mi

Comparison: 12 similar vehicles

Waverly, TN

2008 Chrysler Sebring LX

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

2008 Chrysler Sebring LX

Murray, KY

UnscoredInsufficient · 0
$4,795140,436 mi

Murray, KY

2008 Toyota Avalon XL

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

2008 Toyota Avalon XL

Jackson, TN

UnscoredLimited · 5
$4,950166,521 mi

Comparison: 5 similar vehicles

Jackson, TN

2013 Hyundai Sonata SE

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

2013 Hyundai Sonata SE

Jackson, TN

UnscoredInsufficient · 4
$4,988249,317 mi

Comparison: 4 similar vehicles

Jackson, TN

2017 Hyundai Elantra Limited

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

2017 Hyundai Elantra Limited

Waverly, TN

UnscoredModerate · 31
$4,994152,210 mi

Comparison: 31 similar vehicles

Waverly, TN

2010 Nissan Altima S

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

2010 Nissan Altima S

Jackson, TN

Fair PriceLimited · 14
$4,995Mileage not verified

Market: $1,995 – $12,820

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Jackson, TN

2009 Nissan Altima S

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

2009 Nissan Altima S

Jackson, TN

UnscoredLimited · 6
$4,995Mileage not verified

Comparison: 6 similar vehicles

Jackson, TN

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Medina, TN

UnscoredModerate · 23
$4,995141,425 mi

Comparison: 23 similar vehicles

Medina, TN

2004 Lincoln Town Car Signature

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

2004 Lincoln Town Car Signature

Humboldt, TN

UnscoredInsufficient · 0
$4,999169,972 mi

Humboldt, TN

2017 Nissan Sentra S

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

2017 Nissan Sentra S

Murray, KY

UnscoredLimited · 17
$5,000148,972 mi

Comparison: 17 similar vehicles

Murray, KY

2014 Ford Focus SE

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

2014 Ford Focus SE

Medina, TN

UnscoredLimited · 5
$5,000194,102 mi

Comparison: 5 similar vehicles

Medina, TN

2012 Toyota Corolla L

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

2012 Toyota Corolla L

Jackson, TN

UnscoredInsufficient · 3
$5,000180,541 mi

Comparison: 3 similar vehicles

Jackson, TN

2010 Chevrolet Impala LS

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

2010 Chevrolet Impala LS

Murray, KY

UnscoredLimited · 7
$5,395162,805 mi

Comparison: 7 similar vehicles

Murray, KY

2011 Mercedes-Benz C-Class C300 Sport

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

2011 Mercedes-Benz C-Class C300 Sport

Dickson, TN

UnscoredInsufficient · 4
$5,399170,901 mi

Comparison: 4 similar vehicles

Dickson, TN

2010 Chevrolet Impala LT

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

2010 Chevrolet Impala LT

Lexington, TN

UnscoredLimited · 19
$5,499154,991 mi

Comparison: 19 similar vehicles

Lexington, TN

2015 Dodge Dart GT

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

2015 Dodge Dart GT

Paris, TN

UnscoredInsufficient · 0
$5,500162,700 mi

Paris, TN

2012 Nissan Altima S

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

2012 Nissan Altima S

Medina, TN

UnscoredModerate · 46
$5,500154,534 mi

Comparison: 46 similar vehicles

Medina, TN

1999 Pontiac Bonneville SE

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

1999 Pontiac Bonneville SE

Lexington, TN

UnscoredInsufficient · 0
$5,500135,239 mi

Lexington, TN

2016 Ford Focus SE

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

2016 Ford Focus SE

Medina, TN

UnscoredLimited · 14
$5,595149,135 mi

Comparison: 14 similar vehicles

Medina, TN

2013 Chevrolet Malibu 1LS

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

2013 Chevrolet Malibu 1LS

Dickson, TN

UnscoredLimited · 7
$5,599150,139 mi

Comparison: 7 similar vehicles

Dickson, TN

2008 Honda Accord EX-L V6

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

2008 Honda Accord EX-L V6

Dickson, TN

UnscoredInsufficient · 4
$5,599163,900 mi

Comparison: 4 similar vehicles

Dickson, TN

2013 Dodge Dart Limited

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

2013 Dodge Dart Limited

Murray, KY

UnscoredLimited · 5
$5,80098,860 mi

Comparison: 5 similar vehicles

Murray, KY

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Lyles, TN

UnscoredModerate · 28
$5,900194,423 mi

Comparison: 28 similar vehicles

Lyles, TN

2018 Chevrolet Cruze LS

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

2018 Chevrolet Cruze LS

Milan, TN

UnscoredModerate · 21
$5,950185,864 mi

Comparison: 21 similar vehicles

Milan, TN

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Three Way, TN

UnscoredLimited · 9
$5,950170,982 mi

Comparison: 9 similar vehicles

Three Way, TN

2015 Cadillac ATS Luxury Collection

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

2015 Cadillac ATS Luxury Collection

Jackson, TN

UnscoredLimited · 5
$5,990133,634 mi

Comparison: 5 similar vehicles

Jackson, TN

2016 Dodge Dart SXT

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

2016 Dodge Dart SXT

Murray, KY

UnscoredLimited · 19
$5,995126,128 mi

Comparison: 19 similar vehicles

Murray, KY

2013 Honda Civic LX

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

2013 Honda Civic LX

Parsons, TN

UnscoredModerate · 26
$5,998185,534 mi

Comparison: 26 similar vehicles

Parsons, TN

2015 Dodge Dart SXT

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

2015 Dodge Dart SXT

Hohenwald, TN

UnscoredLimited · 16
$6,000139,000 mi

Comparison: 16 similar vehicles

Hohenwald, TN

2013 Kia Optima LX

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

2013 Kia Optima LX

Hohenwald, TN

UnscoredModerate · 21
$6,000160,214 mi

Comparison: 21 similar vehicles

Hohenwald, TN

2011 Volkswagen Jetta Base

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

2011 Volkswagen Jetta Base

Dickson, TN

UnscoredInsufficient · 0
$6,000133,381 mi

Dickson, TN

2011 Toyota Corolla LE

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

2011 Toyota Corolla LE

Waverly, TN

UnscoredLimited · 17
$6,494139,605 mi

Comparison: 17 similar vehicles

Waverly, TN

2009 Honda Civic EX

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

2009 Honda Civic EX

Dickson, TN

UnscoredLimited · 14
$6,500181,066 mi

Comparison: 14 similar vehicles

Dickson, TN

No Photo

2009 Honda Civic LX-S

Dickson, TN

UnscoredInsufficient · 0
$6,500182,877 mi

Dickson, TN

2006 Honda Accord 3.0 EX

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

2006 Honda Accord 3.0 EX

Murray, KY

UnscoredLimited · 6
$6,512143,543 mi

Comparison: 6 similar vehicles

Murray, KY

2014 Chevrolet Cruze Turbo Diesel

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

2014 Chevrolet Cruze Turbo Diesel

Jackson, TN

UnscoredInsufficient · 0
$6,595103,933 mi

Jackson, TN

2012 Chevrolet Cruze LS

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

2012 Chevrolet Cruze LS

Dickson, TN

UnscoredInsufficient · 3
$6,599124,747 mi

Comparison: 3 similar vehicles

Dickson, TN

2015 Kia Optima LX

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

2015 Kia Optima LX

Dickson, TN

UnscoredModerate · 45
$6,799129,034 mi

Comparison: 45 similar vehicles

Dickson, TN

2015 Dodge Dart SE

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

2015 Dodge Dart SE

Three Way, TN

UnscoredInsufficient · 4
$6,950144,560 mi

Comparison: 4 similar vehicles

Three Way, TN

2016 Hyundai Genesis Base

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

2016 Hyundai Genesis Base

Jackson, TN

UnscoredLimited · 6
$6,990199,595 mi

Comparison: 6 similar vehicles

Jackson, TN

2015 Nissan Altima S

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

2015 Nissan Altima S

Paris, TN

UnscoredRobust · 108
$6,995153,000 mi

Comparison: 108 similar vehicles

Paris, TN

2013 Chevrolet Malibu 2SA

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

2013 Chevrolet Malibu 2SA

Milan, TN

UnscoredLimited · 9
$6,995154,350 mi

Comparison: 9 similar vehicles

Milan, TN

2010 Chevrolet Malibu 1LS

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

2010 Chevrolet Malibu 1LS

White Bluff, TN

UnscoredInsufficient · 0
$6,995Mileage not verified

White Bluff, TN

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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