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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

1,753 listings found

2005 Ford Taurus SE

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

2005 Ford Taurus SE

Crump, TN

UnscoredLimited · 10
$2,250280,881 mi

Comparison: 10 similar vehicles

Crump, TN

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 Nissan Altima S

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

2008 Nissan Altima S

Henderson, TN

UnscoredLimited · 11
$2,900227,524 mi

Comparison: 11 similar vehicles

Henderson, TN

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Henderson, TN

UnscoredLimited · 9
$2,995198,634 mi

Comparison: 9 similar vehicles

Henderson, TN

1999 Honda Civic LX

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

1999 Honda Civic LX

Bartlett, TN

UnscoredInsufficient · 0
$3,319212,638 mi

Bartlett, TN

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

No Photo

2011 Ford Fusion SE

Olive Branch, MS

UnscoredInsufficient · 3
$3,500209,439 mi

Comparison: 3 similar vehicles

Olive Branch, MS

2008 Chrysler 300 LX

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

2008 Chrysler 300 LX

Jackson, TN

UnscoredInsufficient · 0
$3,799207,920 mi

Jackson, TN

No Photo

2009 Acura TSX Base

Bartlett, TN

UnscoredInsufficient · 0
$3,819263,550 mi

Bartlett, TN

2006 Honda Accord EX

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

2006 Honda Accord EX

Bartlett, TN

UnscoredInsufficient · 0
$3,819399,922 mi

Bartlett, TN

2003 Acura TL Base

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

2003 Acura TL Base

Bartlett, TN

UnscoredInsufficient · 0
$3,819234,114 mi

Bartlett, TN

1999 Nissan Altima GXE

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

1999 Nissan Altima GXE

Bartlett, TN

UnscoredInsufficient · 0
$3,819166,275 mi

Bartlett, TN

2013 Mazda MAZDA3 i SV

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

2013 Mazda MAZDA3 i SV

Memphis, TN

UnscoredInsufficient · 0
$3,898196,934 mi

Memphis, TN

No Photo

2008 Mercury Grand Marquis LS

Olive Branch, MS

UnscoredInsufficient · 3
$3,950Mileage not verified

Comparison: 3 similar vehicles

Olive Branch, MS

2007 Chrysler Sebring Limited

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

2007 Chrysler Sebring Limited

Crump, TN

UnscoredInsufficient · 0
$3,950178,086 mi

Crump, TN

2000 Chrysler LHS Base

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

2000 Chrysler LHS Base

Adamsville, TN

Salvage title
$3,995Mileage not verified

Adamsville, TN

2010 Dodge Charger SXT

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

2010 Dodge Charger SXT

Jackson, TN

UnscoredInsufficient · 4
$4,077271,492 mi

Comparison: 4 similar vehicles

Jackson, TN

2004 Acura TL Base

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

2004 Acura TL Base

Bartlett, TN

UnscoredInsufficient · 0
$4,319181,244 mi

Bartlett, TN

No Photo

2009 Toyota Corolla Base

Olive Branch, MS

UnscoredInsufficient · 0
$4,350164,476 mi

Olive Branch, MS

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Henderson, TN

UnscoredModerate · 26
$4,500185,781 mi

Comparison: 26 similar vehicles

Henderson, TN

2012 Mazda MAZDA3 i Touring

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

2012 Mazda MAZDA3 i Touring

Crump, TN

UnscoredLimited · 14
$4,550215,081 mi

Comparison: 14 similar vehicles

Crump, TN

No Photo

2020 Hyundai Elantra SEL

Bartlett, TN

UnscoredModerate · 31
$4,819167,655 mi

Comparison: 31 similar vehicles

Bartlett, 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

Bartlett, TN

UnscoredInsufficient · 3
$4,819191,384 mi

Comparison: 3 similar vehicles

Bartlett, TN

No Photo

2008 Acura TL Base

Bartlett, TN

UnscoredInsufficient · 0
$4,819197,655 mi

Bartlett, TN

2008 Honda Accord LX-P

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

2008 Honda Accord LX-P

Bartlett, TN

UnscoredInsufficient · 3
$4,819288,155 mi

Comparison: 3 similar vehicles

Bartlett, TN

2008 Honda Accord EX

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

2008 Honda Accord EX

Bartlett, TN

UnscoredInsufficient · 0
$4,819210,299 mi

Bartlett, TN

2007 Honda Accord EX

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

2007 Honda Accord EX

Bartlett, TN

UnscoredInsufficient · 0
$4,819215,755 mi

Bartlett, TN

No Photo

2005 Mercury Grand Marquis LSE

Olive Branch, MS

UnscoredInsufficient · 0
$4,850162,298 mi

Olive Branch, MS

2000 Mercury Grand Marquis LS

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

2000 Mercury Grand Marquis LS

Olive Branch, MS

UnscoredInsufficient · 0
$4,850142,178 mi

Olive Branch, MS

No Photo

2010 Toyota Camry LE

Jackson, TN

UnscoredLimited · 19
$4,895233,068 mi

Comparison: 19 similar vehicles

Jackson, TN

2008 Ford Fusion SE

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

2008 Ford Fusion SE

Mason, TN

UnscoredInsufficient · 0
$4,900208,111 mi

Mason, TN

No Photo

2009 Honda Civic LX

Olive Branch, MS

UnscoredInsufficient · 3
$4,950195,562 mi

Comparison: 3 similar vehicles

Olive Branch, MS

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

No Photo

2001 BMW 3 Series Base

Olive Branch, MS

UnscoredInsufficient · 0
$4,950136,973 mi

Olive Branch, MS

2000 Mercury Sable LS PREMIUM

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

2000 Mercury Sable LS PREMIUM

Henderson, TN

UnscoredInsufficient · 0
$4,981120,534 mi

Henderson, 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

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

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 Dodge Avenger SXT

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

2012 Dodge Avenger SXT

Memphis, TN

UnscoredInsufficient · 0
$5,000210,000 mi

Memphis, 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

2008 Honda Civic LX

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

2008 Honda Civic LX

Olive Branch, MS

UnscoredLimited · 5
$5,000Mileage not verified

Comparison: 5 similar vehicles

Olive Branch, MS

2010 Honda Civic LX

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

2010 Honda Civic LX

Bartlett, TN

UnscoredInsufficient · 3
$5,319335,095 mi

Comparison: 3 similar vehicles

Bartlett, TN

2008 Honda Civic LX

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

2008 Honda Civic LX

Bartlett, TN

UnscoredInsufficient · 4
$5,319221,555 mi

Comparison: 4 similar vehicles

Bartlett, TN

No Photo

2007 Acura TL Base

Bartlett, TN

UnscoredInsufficient · 0
$5,319226,979 mi

Bartlett, TN

2010 Audi A4 Premium

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

2010 Audi A4 Premium

Crump, TN

UnscoredLimited · 6
$5,450179,311 mi

Comparison: 6 similar vehicles

Crump, TN

2007 Mercury Grand Marquis LS

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

2007 Mercury Grand Marquis LS

Jackson, TN

UnscoredInsufficient · 0
$5,495206,673 mi

Jackson, 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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