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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

677 listings found

2004 Honda Accord EX

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

2004 Honda Accord EX

Durham, NC

UnscoredLimited · 14
$3,000218,000 mi

Comparison: 14 similar vehicles

Durham, NC

2001 Toyota Camry Solara SE

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

2001 Toyota Camry Solara SE

Raleigh, NC

UnscoredInsufficient · 0
$3,995308,335 mi

Raleigh, NC

1999 Toyota Camry Solara SE

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

1999 Toyota Camry Solara SE

Burlington, NC

Salvage title
$4,200Mileage not verified

Burlington, NC

2004 BMW 3 Series 325

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

2004 BMW 3 Series 325

Danville, VA

UnscoredInsufficient · 3
$4,495132,002 mi

Comparison: 3 similar vehicles

Danville, VA

2007 Honda Accord 3.0 EX

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

2007 Honda Accord 3.0 EX

Durham, NC

UnscoredLimited · 15
$4,599169,660 mi

Comparison: 15 similar vehicles

Durham, NC

2008 Ford Focus S

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

2008 Ford Focus S

Burlington, NC

UnscoredInsufficient · 0
$4,800140,056 mi

Burlington, NC

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

Raleigh, NC

UnscoredInsufficient · 3
$4,999184,000 mi

Comparison: 3 similar vehicles

Raleigh, NC

2007 BMW 3 Series 328i

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

2007 BMW 3 Series 328i

Raleigh, NC

UnscoredLimited · 9
$4,999198,970 mi

Comparison: 9 similar vehicles

Raleigh, NC

2000 Ford Mustang Base

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

2000 Ford Mustang Base

Raleigh, NC

UnscoredInsufficient · 0
$5,249133,987 mi

Raleigh, NC

2012 MINI Cooper S

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

2012 MINI Cooper S

Raleigh, NC

UnscoredInsufficient · 4
$5,495136,599 mi

Comparison: 4 similar vehicles

Raleigh, NC

2005 Mercedes-Benz CLK-Class CLK320

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

2005 Mercedes-Benz CLK-Class CLK320

Henderson, NC

UnscoredInsufficient · 0
$5,495196,300 mi

Henderson, NC

2014 BMW 4 Series 428i

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

2014 BMW 4 Series 428i

Raleigh, NC

UnscoredInsufficient · 4
$5,498217,058 mi

Comparison: 4 similar vehicles

Raleigh, NC

2013 Honda Civic LX

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

2013 Honda Civic LX

Raleigh, NC

UnscoredLimited · 18
$5,498191,412 mi

Comparison: 18 similar vehicles

Raleigh, NC

2005 Honda Accord EX

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

2005 Honda Accord EX

Burlington, NC

UnscoredLimited · 16
$5,500194,972 mi

Comparison: 16 similar vehicles

Burlington, NC

No Photo

2013 Honda Civic LX

Danville, VA

UnscoredLimited · 9
$5,995199,398 mi

Comparison: 9 similar vehicles

Danville, VA

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

Raleigh, NC

UnscoredLimited · 14
$5,999199,750 mi

Comparison: 14 similar vehicles

Raleigh, NC

2010 Honda Civic EX

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

2010 Honda Civic EX

Oxford, NC

UnscoredModerate · 40
$5,999180,000 mi

Comparison: 40 similar vehicles

Oxford, NC

2001 Acura CL Type S

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

2001 Acura CL Type S

Raleigh, NC

UnscoredInsufficient · 0
$6,098164,301 mi

Raleigh, NC

2004 Chevrolet Cavalier Base

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

2004 Chevrolet Cavalier Base

Danville, VA

Salvage title
$6,295102,409 mi

Danville, VA

2012 BMW 1 Series 128i

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

2012 BMW 1 Series 128i

Greensboro, NC

UnscoredInsufficient · 4
$6,299163,660 mi

Comparison: 4 similar vehicles

Greensboro, NC

2008 Scion tC Spec Package

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

2008 Scion tC Spec Package

Raleigh, NC

UnscoredInsufficient · 4
$6,499161,571 mi

Comparison: 4 similar vehicles

Raleigh, NC

1999 Cadillac Eldorado Base

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

1999 Cadillac Eldorado Base

Durham, NC

UnscoredInsufficient · 0
$6,995144,143 mi

Durham, NC

2014 Chevrolet Camaro 1LS

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

2014 Chevrolet Camaro 1LS

Burlington, NC

UnscoredInsufficient · 4
$6,999125,581 mi

Comparison: 4 similar vehicles

Burlington, NC

2009 Scion tC Base

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

2009 Scion tC Base

Burlington, NC

UnscoredInsufficient · 3
$6,99999,866 mi

Comparison: 3 similar vehicles

Burlington, NC

2012 Honda Civic EX

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

2012 Honda Civic EX

Eden, NC

UnscoredLimited · 8
$7,300152,095 mi

Comparison: 8 similar vehicles

Eden, NC

2006 BMW 6 Series 650i

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

2006 BMW 6 Series 650i

Durham, NC

UnscoredInsufficient · 0
$7,800113,200 mi

Durham, NC

2012 Chevrolet Camaro 2LT

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

2012 Chevrolet Camaro 2LT

Durham, NC

Salvage title
$7,900145,142 mi

Durham, NC

2015 Scion tC Base

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

2015 Scion tC Base

Louisburg, NC

UnscoredLimited · 7
$7,988134,958 mi

Comparison: 7 similar vehicles

Louisburg, NC

2008 Ford Mustang Deluxe

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

2008 Ford Mustang Deluxe

Durham, NC

UnscoredInsufficient · 3
$7,990170,000 mi

Comparison: 3 similar vehicles

Durham, NC

2000 Cadillac Eldorado TOURING COUPE

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

2000 Cadillac Eldorado TOURING COUPE

Durham, NC

UnscoredInsufficient · 0
$7,994118,798 mi

Durham, NC

2007 Ford Mustang Deluxe

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

2007 Ford Mustang Deluxe

Raleigh, NC

UnscoredLimited · 5
$7,995131,932 mi

Comparison: 5 similar vehicles

Raleigh, NC

2017 Dodge Challenger SXT

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

2017 Dodge Challenger SXT

Raleigh, NC

UnscoredInsufficient · 4
$7,999171,781 mi

Comparison: 4 similar vehicles

Raleigh, NC

2008 INFINITI G 37 Sport

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

2008 INFINITI G 37 Sport

Raleigh, NC

UnscoredInsufficient · 0
$7,999163,260 mi

Raleigh, NC

2013 Nissan 370Z Coupe Base

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

2013 Nissan 370Z Coupe Base

Cary, NC

UnscoredInsufficient · 0
$8,044212,804 mi

Cary, NC

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Raleigh, NC

UnscoredInsufficient · 4
$8,087161,840 mi

Comparison: 4 similar vehicles

Raleigh, NC

2012 Ford Mustang V6 Premium

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

2012 Ford Mustang V6 Premium

Burlington, NC

UnscoredLimited · 11
$8,250144,783 mi

Comparison: 11 similar vehicles

Burlington, NC

No Photo

2014 Honda Accord EX

Raleigh, NC

UnscoredModerate · 20
$8,399167,552 mi

Comparison: 20 similar vehicles

Raleigh, NC

2015 Honda Accord EX

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

2015 Honda Accord EX

Durham, NC

Salvage title
$8,50099,733 mi

Durham, NC

2014 Honda Civic EX

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

2014 Honda Civic EX

Raleigh, NC

UnscoredLimited · 15
$8,795208,387 mi

Comparison: 15 similar vehicles

Raleigh, NC

2006 INFINITI G35 Coupe Base

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

2006 INFINITI G35 Coupe Base

Wake Forest, NC

UnscoredInsufficient · 0
$8,79899,523 mi

Wake Forest, NC

2012 Mercedes-Benz C-Class C350 Sport

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

2012 Mercedes-Benz C-Class C350 Sport

Burlington, NC

UnscoredInsufficient · 0
$8,900176,356 mi

Burlington, NC

2013 Dodge Challenger R/T

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

2013 Dodge Challenger R/T

Durham, NC

UnscoredLimited · 7
$8,990142,227 mi

Comparison: 7 similar vehicles

Durham, NC

2015 BMW 4 Series 428i

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

2015 BMW 4 Series 428i

Burlington, NC

UnscoredInsufficient · 4
$8,995129,107 mi

Comparison: 4 similar vehicles

Burlington, NC

2013 Chevrolet Camaro 2LS

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

2013 Chevrolet Camaro 2LS

Raleigh, NC

UnscoredLimited · 5
$8,995118,126 mi

Comparison: 5 similar vehicles

Raleigh, NC

2015 Dodge Challenger SXT

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

2015 Dodge Challenger SXT

Burlington, NC

UnscoredModerate · 21
$9,200143,531 mi

Comparison: 21 similar vehicles

Burlington, NC

2013 Honda Civic LX

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

2013 Honda Civic LX

Burlington, NC

Fair PriceLimited · 14
$9,250119,837 mi

Market: $4,999 – $11,000

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 373 days listed (based on current market benchmarks)

Burlington, NC

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

Youngsville, NC

UnscoredInsufficient · 3
$9,498131,361 mi

Comparison: 3 similar vehicles

Youngsville, NC

2012 Honda Civic EX

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

2012 Honda Civic EX

Durham, NC

Fair PriceModerate · 46
$9,49994,414 mi

Market: $1,200 – $14,594

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Durham, NC

2011 Hyundai Genesis Coupe Base

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

2011 Hyundai Genesis Coupe Base

Creedmoor, NC

UnscoredInsufficient · 0
$9,500137,267 mi

Creedmoor, NC

2011 Dodge Challenger SE

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

2011 Dodge Challenger SE

Raleigh, NC

UnscoredLimited · 9
$9,594145,276 mi

Comparison: 9 similar vehicles

Raleigh, NC

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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