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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 · November 11, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

1,392 listings found

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

2009 Acura TSX Base

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

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

2003 Honda Pilot EX

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

2003 Honda Pilot EX

Bartlett, TN

UnscoredInsufficient · 0
$3,819273,665 mi

Bartlett, TN

2003 Toyota Camry LE

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

2003 Toyota Camry LE

Bartlett, TN

UnscoredInsufficient · 4
$3,819238,789 mi

Comparison: 4 similar vehicles

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

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

2020 Hyundai Elantra SEL

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

2020 Hyundai Elantra SEL

Bartlett, TN

Unscored
$4,819167,655 mi

Comparison: 14 similar vehicles

Bartlett, TN

2012 Honda Odyssey Touring

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

2012 Honda Odyssey Touring

Bartlett, TN

UnscoredInsufficient · 4
$4,819300,416 mi

Comparison: 4 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

Unscored
$4,819191,384 mi

Comparison: 6 similar vehicles

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 · 0
$4,819288,155 mi

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

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Bartlett, TN

UnscoredInsufficient · 0
$4,819236,699 mi

Bartlett, TN

2005 Acura TL Base

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

2005 Acura TL Base

Bartlett, TN

UnscoredInsufficient · 0
$4,819204,755 mi

Bartlett, TN

2005 Honda CR-V EX

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

2005 Honda CR-V EX

Bartlett, TN

UnscoredInsufficient · 0
$4,819272,045 mi

Bartlett, TN

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

Unscored
$5,319335,095 mi

Comparison: 5 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

2007 Honda CR-V LX

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

2007 Honda CR-V LX

Bartlett, TN

UnscoredInsufficient · 0
$5,319289,122 mi

Bartlett, TN

2006 Honda Ridgeline RTL

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

2006 Honda Ridgeline RTL

Bartlett, TN

UnscoredInsufficient · 0
$5,319Mileage not verified

Bartlett, TN

2009 Honda Civic LX

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

2009 Honda Civic LX

Bartlett, TN

UnscoredInsufficient · 0
$5,819165,555 mi

Bartlett, TN

2009 Honda Civic HYBRID

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

2009 Honda Civic HYBRID

Bartlett, TN

UnscoredInsufficient · 0
$5,819207,617 mi

Bartlett, TN

No Photo

2008 Honda Civic LX

Bartlett, TN

UnscoredInsufficient · 4
$5,819272,789 mi

Comparison: 4 similar vehicles

Bartlett, TN

2008 Acura MDX Base

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

2008 Acura MDX Base

Bartlett, TN

UnscoredInsufficient · 0
$5,819216,235 mi

Bartlett, TN

2008 Honda Pilot EX

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

2008 Honda Pilot EX

Bartlett, TN

UnscoredInsufficient · 0
$5,819200,250 mi

Bartlett, TN

2007 Acura TL Base

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

2007 Acura TL Base

Bartlett, TN

UnscoredInsufficient · 0
$5,819238,749 mi

Bartlett, TN

No Photo

2007 Acura TL Type-S

Bartlett, TN

UnscoredInsufficient · 0
$5,819182,721 mi

Bartlett, TN

2007 Acura TL Type-S

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

2007 Acura TL Type-S

Bartlett, TN

UnscoredInsufficient · 0
$5,819288,105 mi

Bartlett, TN

2007 Honda Civic LX

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

2007 Honda Civic LX

Bartlett, TN

UnscoredInsufficient · 0
$5,819194,225 mi

Bartlett, TN

2007 Honda Pilot EX

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

2007 Honda Pilot EX

Bartlett, TN

Unscored
$5,819265,129 mi

Comparison: 6 similar vehicles

Bartlett, TN

2005 Honda Element EX

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

2005 Honda Element EX

Bartlett, TN

UnscoredInsufficient · 0
$5,819236,577 mi

Bartlett, TN

2012 Honda Accord EX

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

2012 Honda Accord EX

Bartlett, TN

UnscoredInsufficient · 0
$6,819161,827 mi

Bartlett, TN

2010 Acura TL Technology Package

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

2010 Acura TL Technology Package

Bartlett, TN

UnscoredInsufficient · 4
$6,819136,450 mi

Comparison: 4 similar vehicles

Bartlett, TN

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

Bartlett, TN

UnscoredInsufficient · 0
$6,819282,253 mi

Bartlett, TN

2009 Honda Odyssey EX-L

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

2009 Honda Odyssey EX-L

Bartlett, TN

UnscoredInsufficient · 0
$6,819183,935 mi

Bartlett, TN

2006 Honda Ridgeline RTS

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

2006 Honda Ridgeline RTS

Bartlett, TN

UnscoredInsufficient · 0
$6,819340,225 mi

Bartlett, TN

2011 Scion xB Base

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

2011 Scion xB Base

Bartlett, TN

UnscoredInsufficient · 0
$7,349132,985 mi

Bartlett, TN

2017 Honda CR-V EX

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

2017 Honda CR-V EX

Bartlett, TN

Unscored
$7,819255,600 mi

Comparison: 9 similar vehicles

Bartlett, TN

2013 Honda Accord EX

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

2013 Honda Accord EX

Bartlett, TN

UnscoredInsufficient · 3
$7,819201,899 mi

Comparison: 3 similar vehicles

Bartlett, TN

2012 Honda Accord EX-L V6

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

2012 Honda Accord EX-L V6

Bartlett, TN

UnscoredInsufficient · 3
$7,819177,655 mi

Comparison: 3 similar vehicles

Bartlett, TN

2012 Acura MDX Technology Package

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

2012 Acura MDX Technology Package

Bartlett, TN

Unscored
$7,819176,955 mi

Comparison: 5 similar vehicles

Bartlett, TN

2011 Honda Pilot EX-L

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

2011 Honda Pilot EX-L

Bartlett, TN

Unscored
$7,819144,650 mi

Comparison: 9 similar vehicles

Bartlett, TN

No Photo

2010 Acura TL Technology Package

Bartlett, TN

UnscoredInsufficient · 4
$7,819204,188 mi

Comparison: 4 similar vehicles

Bartlett, TN

2012 Acura MDX Technology Package

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

2012 Acura MDX Technology Package

Bartlett, TN

Unscored
$8,319142,500 mi

Comparison: 5 similar vehicles

Bartlett, TN

2015 Acura RDX Technology Package

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

2015 Acura RDX Technology Package

Bartlett, TN

UnscoredInsufficient · 0
$8,819209,135 mi

Bartlett, TN

2013 Acura MDX Technology Package

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

2013 Acura MDX Technology Package

Bartlett, TN

UnscoredInsufficient · 0
$8,819202,501 mi

Bartlett, TN

2013 Honda CR-V EX-L

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

2013 Honda CR-V EX-L

Bartlett, TN

Unscored
$8,819173,665 mi

Comparison: 8 similar vehicles

Bartlett, TN

2011 Honda Pilot EX-L

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

2011 Honda Pilot EX-L

Bartlett, TN

Unscored
$8,819153,465 mi

Comparison: 9 similar vehicles

Bartlett, TN

2005 Acura RSX Type-S

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

2005 Acura RSX Type-S

Bartlett, TN

UnscoredInsufficient · 0
$9,319227,065 mi

Bartlett, 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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