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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

415 listings found

2009 Scion tC Base

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

2009 Scion tC Base

Greenville, SC

UnscoredInsufficient · 4
$2,977225,252 mi

Comparison: 4 similar vehicles

Greenville, SC

1999 Chevrolet Cavalier Base

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

1999 Chevrolet Cavalier Base

Piedmont, SC

UnscoredInsufficient · 0
$2,99980,509 mi

Piedmont, SC

2002 Pontiac Grand Prix GT

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

2002 Pontiac Grand Prix GT

Piedmont, SC

UnscoredInsufficient · 0
$3,310193,301 mi

Piedmont, SC

No Photo

2008 Nissan Altima S

Piedmont, SC

UnscoredLimited · 12
$3,911210,237 mi

Comparison: 12 similar vehicles

Piedmont, SC

2008 Honda Civic EX

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

2008 Honda Civic EX

Taylors, SC

UnscoredLimited · 18
$4,695139,639 mi

Comparison: 18 similar vehicles

Taylors, SC

2011 BMW 1 Series 128i

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

2011 BMW 1 Series 128i

Greenville, SC

UnscoredLimited · 6
$4,950172,976 mi

Comparison: 6 similar vehicles

Greenville, SC

2010 Ford Focus SE

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

2010 Ford Focus SE

Clinton, SC

UnscoredModerate · 24
$5,220155,120 mi

Comparison: 24 similar vehicles

Clinton, SC

1999 Toyota Camry Solara SLE

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

1999 Toyota Camry Solara SLE

Greenville, SC

UnscoredInsufficient · 0
$5,500122,385 mi

Greenville, SC

2005 Honda Accord LX-SE

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

2005 Honda Accord LX-SE

Spartanburg, SC

UnscoredInsufficient · 0
$5,995166,363 mi

Spartanburg, SC

2004 Ford Mustang Standard

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

2004 Ford Mustang Standard

Asheville, NC

UnscoredInsufficient · 0
$6,490196,408 mi

Asheville, NC

No Photo

2008 Ford Mustang Deluxe

Piedmont, SC

UnscoredInsufficient · 4
$6,636Mileage not verified

Comparison: 4 similar vehicles

Piedmont, SC

2006 Ford Mustang Standard

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

2006 Ford Mustang Standard

Greenville, SC

Salvage title
$6,856185,639 mi

Greenville, SC

2015 Honda Accord LX-S

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

2015 Honda Accord LX-S

Hendersonville, NC

UnscoredInsufficient · 0
$6,995183,753 mi

Hendersonville, NC

2008 Honda Accord LX-S

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

2008 Honda Accord LX-S

Spartanburg, SC

UnscoredInsufficient · 0
$6,995135,077 mi

Spartanburg, SC

2009 Scion tC Base

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

2009 Scion tC Base

Greenville, SC

UnscoredInsufficient · 4
$7,45093,446 mi

Comparison: 4 similar vehicles

Greenville, SC

2008 Scion tC Base

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

2008 Scion tC Base

Marion, NC

UnscoredLimited · 6
$7,950150,883 mi

Comparison: 6 similar vehicles

Marion, NC

2014 Scion tC Base

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

2014 Scion tC Base

Marion, NC

UnscoredInsufficient · 0
$7,990154,830 mi

Marion, NC

2007 Ford Mustang Deluxe

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

2007 Ford Mustang Deluxe

Greer, SC

UnscoredLimited · 19
$7,995211,607 mi

Comparison: 19 similar vehicles

Greer, SC

2005 Honda Accord EX

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

2005 Honda Accord EX

Spartanburg, SC

UnscoredModerate · 20
$7,995191,347 mi

Comparison: 20 similar vehicles

Spartanburg, SC

2005 Ford Mustang GT Premium

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

2005 Ford Mustang GT Premium

Gaffney, SC

UnscoredInsufficient · 3
$7,995144,351 mi

Comparison: 3 similar vehicles

Gaffney, SC

2012 Honda Civic LX

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

2012 Honda Civic LX

Pendleton, SC

UnscoredInsufficient · 3
$7,999206,264 mi

Comparison: 3 similar vehicles

Pendleton, SC

2010 Dodge Challenger SE

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

2010 Dodge Challenger SE

Greenville, SC

UnscoredLimited · 8
$8,200163,454 mi

Comparison: 8 similar vehicles

Greenville, SC

2011 Nissan Altima S

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

2011 Nissan Altima S

Anderson, SC

OverpricedModerate · 30
$8,69581,001 mi

Market: $2,999 – $7,995

Comparison: 30 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Anderson, SC

2010 Ford Mustang GT

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

2010 Ford Mustang GT

Forest City, NC

UnscoredLimited · 6
$8,995207,055 mi

Comparison: 6 similar vehicles

Forest City, 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

Greenville, SC

UnscoredModerate · 26
$8,998133,544 mi

Comparison: 26 similar vehicles

Greenville, SC

2015 Mercedes-Benz C-Class C350 Sport

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

2015 Mercedes-Benz C-Class C350 Sport

Spartanburg, SC

UnscoredInsufficient · 0
$9,590110,150 mi

Spartanburg, SC

2010 Honda Accord EX

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

2010 Honda Accord EX

Pendleton, SC

UnscoredModerate · 20
$9,899174,600 mi

Comparison: 20 similar vehicles

Pendleton, SC

No Photo

2015 Ford Mustang EcoBoost Premium

Landrum, SC

UnscoredModerate · 44
$9,900161,199 mi

Comparison: 44 similar vehicles

Landrum, SC

2001 Chevrolet Monte Carlo SS

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

2001 Chevrolet Monte Carlo SS

Spartanburg, SC

UnscoredInsufficient · 0
$9,995124,850 mi

Spartanburg, SC

2012 Chevrolet Camaro 1LS

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

2012 Chevrolet Camaro 1LS

Lyman, SC

UnscoredInsufficient · 0
$9,999131,561 mi

Lyman, SC

2011 Chevrolet Camaro 2LS

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

2011 Chevrolet Camaro 2LS

Greer, SC

UnscoredInsufficient · 3
$10,284127,871 mi

Comparison: 3 similar vehicles

Greer, SC

2014 Honda Civic LX

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

2014 Honda Civic LX

Greer, SC

UnscoredInsufficient · 4
$10,649141,012 mi

Comparison: 4 similar vehicles

Greer, SC

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

Greer, SC

Fair PriceModerate · 22
$10,700107,182 mi

Market: $6,995 – $19,399

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Greer, SC

2011 Chevrolet Camaro 2LT

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

2011 Chevrolet Camaro 2LT

Greer, SC

UnscoredModerate · 20
$10,900156,064 mi

Comparison: 20 similar vehicles

Greer, SC

2006 Ford Mustang Standard

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

2006 Ford Mustang Standard

Piedmont, SC

UnscoredLimited · 9
$10,955157,146 mi

Comparison: 9 similar vehicles

Piedmont, SC

2012 BMW 3 Series 328i

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

2012 BMW 3 Series 328i

Mauldin, SC

Fair PriceModerate · 32
$10,99161,360 mi

Market: $4,200 – $16,000

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Mauldin, SC

2013 Honda Civic LX

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

2013 Honda Civic LX

Cowpens, SC

Fair PriceRobust · 85
$10,995113,651 mi

Market: $4,000 – $15,594

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Cowpens, SC

2010 Honda Accord LX-S

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

2010 Honda Accord LX-S

Spartanburg, SC

UnscoredInsufficient · 4
$10,995137,524 mi

Comparison: 4 similar vehicles

Spartanburg, SC

2012 Honda Accord LX-S

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

2012 Honda Accord LX-S

Piedmont, SC

UnscoredInsufficient · 0
$11,390145,357 mi

Piedmont, SC

2016 Chevrolet Camaro 1LT

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

2016 Chevrolet Camaro 1LT

Roebuck, SC

UnscoredLimited · 6
$11,878104,799 mi

Comparison: 6 similar vehicles

Roebuck, SC

2017 Honda Accord EX

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

2017 Honda Accord EX

Williamston, SC

Salvage title
$11,90065,458 mi

Williamston, SC

2015 Chevrolet Camaro 1LS

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

2015 Chevrolet Camaro 1LS

Boiling Springs, SC

Salvage title
$11,90056,578 mi

Boiling Springs, SC

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

Greenville, SC

UnscoredModerate · 43
$11,900140,068 mi

Comparison: 43 similar vehicles

Greenville, SC

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Piedmont, SC

UnscoredInsufficient · 3
$11,965146,316 mi

Comparison: 3 similar vehicles

Piedmont, SC

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Piedmont, SC

UnscoredInsufficient · 4
$11,995172,748 mi

Comparison: 4 similar vehicles

Piedmont, SC

2010 Chevrolet Camaro 2LT

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

2010 Chevrolet Camaro 2LT

Piedmont, SC

UnscoredLimited · 5
$11,995Mileage not verified

Comparison: 5 similar vehicles

Piedmont, SC

2016 Ford Mustang EcoBoost

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

2016 Ford Mustang EcoBoost

Lyman, SC

UnscoredLimited · 9
$11,999163,026 mi

Comparison: 9 similar vehicles

Lyman, SC

2011 Honda Accord EX-L

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

2011 Honda Accord EX-L

Asheville, NC

UnscoredModerate · 26
$12,490124,419 mi

Comparison: 26 similar vehicles

Asheville, NC

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Fountain Inn, SC

Fair PriceModerate · 38
$12,850111,066 mi

Market: $7,495 – $20,298

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Fountain Inn, SC

2005 Ford Mustang GT Deluxe

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

2005 Ford Mustang GT Deluxe

Greenville, SC

OverpricedLimited · 10
$12,895Mileage not verified

Market: $9,000 – $10,889

Comparison: 10 similar vehicles

Priced ~18% above the typical market range for similar vehicles (based on current market benchmarks)

Greenville, SC

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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