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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

4,256 listings found

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

Clinton, MD

UnscoredInsufficient · 4
$1,900262,200 mi

Comparison: 4 similar vehicles

Clinton, MD

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Clinton, MD

UnscoredLimited · 12
$1,900217,289 mi

Comparison: 12 similar vehicles

Clinton, MD

2001 Volvo S40 Base

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

2001 Volvo S40 Base

Clinton, MD

UnscoredInsufficient · 0
$1,90098,346 mi

Clinton, MD

2001 Buick Century Custom

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

2001 Buick Century Custom

Clinton, MD

UnscoredInsufficient · 3
$1,950125,000 mi

Comparison: 3 similar vehicles

Clinton, MD

2003 Acura TL Base

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

2003 Acura TL Base

Clinton, MD

UnscoredInsufficient · 4
$2,200199,955 mi

Comparison: 4 similar vehicles

Clinton, MD

2008 Honda Civic LX

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

2008 Honda Civic LX

Clinton, MD

UnscoredLimited · 6
$2,300207,103 mi

Comparison: 6 similar vehicles

Clinton, MD

2007 Hyundai Sonata GLS

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

2007 Hyundai Sonata GLS

Clinton, MD

UnscoredLimited · 6
$2,300174,320 mi

Comparison: 6 similar vehicles

Clinton, MD

2006 Honda Accord SE

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

2006 Honda Accord SE

Clinton, MD

UnscoredLimited · 5
$2,300234,276 mi

Comparison: 5 similar vehicles

Clinton, MD

2003 Mercedes-Benz C-Class C240

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

2003 Mercedes-Benz C-Class C240

Clinton, MD

UnscoredInsufficient · 3
$2,400156,987 mi

Comparison: 3 similar vehicles

Clinton, MD

2012 Hyundai Sonata GLS

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

2012 Hyundai Sonata GLS

Capitol Heights, MD

UnscoredInsufficient · 4
$2,499177,527 mi

Comparison: 4 similar vehicles

Capitol Heights, MD

2012 Chrysler 200 S

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

2012 Chrysler 200 S

Clinton, MD

UnscoredInsufficient · 0
$2,500209,245 mi

Clinton, MD

2008 Honda Accord LX

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

2008 Honda Accord LX

Clinton, MD

Salvage title
$2,600243,184 mi

Clinton, MD

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

White Plains, MD

UnscoredLimited · 9
$2,977202,788 mi

Comparison: 9 similar vehicles

White Plains, MD

2015 Hyundai Sonata Sport

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

2015 Hyundai Sonata Sport

Capitol Heights, MD

UnscoredInsufficient · 4
$2,999234,792 mi

Comparison: 4 similar vehicles

Capitol Heights, MD

2012 Audi A4 Premium

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

2012 Audi A4 Premium

Temple Hills, MD

UnscoredLimited · 5
$2,999153,881 mi

Comparison: 5 similar vehicles

Temple Hills, MD

2008 Cadillac CTS 3.6

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

2008 Cadillac CTS 3.6

Capitol Heights, MD

UnscoredLimited · 12
$2,999165,247 mi

Comparison: 12 similar vehicles

Capitol Heights, MD

2015 Nissan Altima S

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

2015 Nissan Altima S

Clinton, MD

UnscoredLimited · 14
$3,000207,229 mi

Comparison: 14 similar vehicles

Clinton, MD

2004 Honda Accord EX

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

2004 Honda Accord EX

Clinton, MD

UnscoredLimited · 8
$3,200194,869 mi

Comparison: 8 similar vehicles

Clinton, MD

2004 Nissan Altima SL

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

2004 Nissan Altima SL

White Plains, MD

UnscoredInsufficient · 0
$3,299105,868 mi

White Plains, MD

2013 Hyundai Sonata Limited

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

2013 Hyundai Sonata Limited

Clinton, MD

UnscoredModerate · 34
$3,300178,023 mi

Comparison: 34 similar vehicles

Clinton, MD

2011 Volkswagen Jetta SE

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

2011 Volkswagen Jetta SE

Capitol Heights, MD

UnscoredLimited · 17
$3,399188,066 mi

Comparison: 17 similar vehicles

Capitol Heights, MD

2013 Kia Optima EX

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

2013 Kia Optima EX

Clinton, MD

UnscoredInsufficient · 3
$3,400163,801 mi

Comparison: 3 similar vehicles

Clinton, MD

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Capitol Heights, MD

Great DealLimited · 17
$3,499114,805 mi

Market: $5,431 – $10,248

Comparison: 17 similar vehicles

Competitively priced ~36% below the typical range compared to similar vehicles · 24 days listed (based on current market benchmarks)

Capitol Heights, MD

2013 Kia Rio LX

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

2013 Kia Rio LX

Capitol Heights, MD

UnscoredLimited · 8
$3,499157,799 mi

Comparison: 8 similar vehicles

Capitol Heights, MD

2015 Buick Verano 1SD

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

2015 Buick Verano 1SD

Capitol Heights, MD

UnscoredInsufficient · 0
$3,799151,039 mi

Capitol Heights, MD

2014 Nissan Maxima SV

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

2014 Nissan Maxima SV

Capitol Heights, MD

UnscoredModerate · 23
$3,799257,619 mi

Comparison: 23 similar vehicles

Capitol Heights, MD

2006 Volvo S80 2.5T A

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

2006 Volvo S80 2.5T A

District Heights, MD

UnscoredInsufficient · 0
$3,800190,000 mi

District Heights, MD

2014 Chrysler 300 Base

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

2014 Chrysler 300 Base

Capitol Heights, MD

UnscoredModerate · 21
$3,899206,212 mi

Comparison: 21 similar vehicles

Capitol Heights, MD

2015 Chevrolet Malibu 1LS

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

2015 Chevrolet Malibu 1LS

Oxon Hill, MD

UnscoredModerate · 22
$3,900127,710 mi

Comparison: 22 similar vehicles

Oxon Hill, MD

2019 Nissan Sentra SR

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

2019 Nissan Sentra SR

Mechanicsville, MD

UnscoredInsufficient · 4
$3,995172,105 mi

Comparison: 4 similar vehicles

Mechanicsville, MD

2018 Ford Fiesta S

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

2018 Ford Fiesta S

Capitol Heights, MD

UnscoredInsufficient · 0
$3,999131,309 mi

Capitol Heights, MD

2015 Chevrolet Impala 2LT

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

2015 Chevrolet Impala 2LT

Capitol Heights, MD

UnscoredModerate · 40
$3,999179,701 mi

Comparison: 40 similar vehicles

Capitol Heights, MD

2014 Hyundai Sonata SE

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

2014 Hyundai Sonata SE

Capitol Heights, MD

UnscoredLimited · 7
$3,999154,501 mi

Comparison: 7 similar vehicles

Capitol Heights, MD

2012 Nissan Maxima SV

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

2012 Nissan Maxima SV

Capitol Heights, MD

UnscoredInsufficient · 3
$3,999184,819 mi

Comparison: 3 similar vehicles

Capitol Heights, MD

2011 Jaguar XF Base

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

2011 Jaguar XF Base

Capitol Heights, MD

UnscoredInsufficient · 0
$3,999157,350 mi

Capitol Heights, MD

2009 BMW 3 Series 328i

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

2009 BMW 3 Series 328i

Capitol Heights, MD

UnscoredLimited · 8
$3,999150,085 mi

Comparison: 8 similar vehicles

Capitol Heights, MD

2010 Lincoln MKS Base

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

2010 Lincoln MKS Base

Capitol Heights, MD

UnscoredLimited · 14
$4,000142,069 mi

Comparison: 14 similar vehicles

Capitol Heights, MD

2007 Honda Accord SE

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

2007 Honda Accord SE

Oxon Hill, MD

UnscoredLimited · 6
$4,000204,172 mi

Comparison: 6 similar vehicles

Oxon Hill, MD

2017 Chevrolet Sonic LT

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

2017 Chevrolet Sonic LT

Mechanicsville, MD

UnscoredModerate · 24
$4,099183,395 mi

Comparison: 24 similar vehicles

Mechanicsville, MD

2014 Nissan Versa Sedan SV

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

2014 Nissan Versa Sedan SV

Mechanicsville, MD

UnscoredInsufficient · 4
$4,099164,285 mi

Comparison: 4 similar vehicles

Mechanicsville, MD

2006 Dodge Charger R/T

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

2006 Dodge Charger R/T

Capitol Heights, MD

UnscoredInsufficient · 4
$4,40097,227 mi

Comparison: 4 similar vehicles

Capitol Heights, MD

2011 Nissan Maxima SV

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

2011 Nissan Maxima SV

Clinton, MD

UnscoredModerate · 24
$4,500186,468 mi

Comparison: 24 similar vehicles

Clinton, MD

2004 Ford Taurus SES

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

2004 Ford Taurus SES

Tappahannock, VA

UnscoredInsufficient · 4
$4,500124,073 mi

Comparison: 4 similar vehicles

Tappahannock, VA

2010 Ford Taurus Limited

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

2010 Ford Taurus Limited

District Heights, MD

UnscoredLimited · 8
$4,800120,000 mi

Comparison: 8 similar vehicles

District Heights, MD

2009 Toyota Camry LE

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

2009 Toyota Camry LE

District Heights, MD

UnscoredLimited · 7
$4,800183,000 mi

Comparison: 7 similar vehicles

District Heights, MD

2005 Toyota Camry LE

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

2005 Toyota Camry LE

King George, VA

UnscoredLimited · 12
$4,800148,298 mi

Comparison: 12 similar vehicles

King George, VA

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Temple Hills, MD

UnscoredLimited · 10
$4,959140,887 mi

Comparison: 10 similar vehicles

Temple Hills, MD

2016 Ford Taurus SEL

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

2016 Ford Taurus SEL

White Plains, MD

UnscoredLimited · 7
$4,977116,474 mi

Comparison: 7 similar vehicles

White Plains, MD

2019 Hyundai Accent SE

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

2019 Hyundai Accent SE

La Plata, MD

UnscoredInsufficient · 3
$4,995151,350 mi

Comparison: 3 similar vehicles

La Plata, MD

2013 Nissan Sentra SL

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

2013 Nissan Sentra SL

Temple Hills, MD

Fair PriceLimited · 12
$4,995116,432 mi

Market: $2,200 – $9,395

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Temple Hills, MD

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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