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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 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

403 listings found

2007 Scion tC Base

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

2007 Scion tC Base

Bunker Hill, WV

UnscoredInsufficient · 0
$1,995210,000 mi

Bunker Hill, WV

2000 Toyota Echo Base

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

2000 Toyota Echo Base

York, PA

UnscoredInsufficient · 0
$3,400182,749 mi

York, PA

2007 Honda Civic EX

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

2007 Honda Civic EX

York, PA

UnscoredModerate · 46
$4,100207,767 mi

Comparison: 46 similar vehicles

York, PA

2006 Honda Civic LX

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

2006 Honda Civic LX

Orbisonia, PA

UnscoredModerate · 21
$4,995223,382 mi

Comparison: 21 similar vehicles

Orbisonia, PA

2009 Honda Civic LX

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

2009 Honda Civic LX

Frederick, MD

UnscoredLimited · 10
$5,900160,798 mi

Comparison: 10 similar vehicles

Frederick, MD

2013 Mercedes-Benz C-Class C250 Sport

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

2013 Mercedes-Benz C-Class C250 Sport

Charles Town, WV

UnscoredInsufficient · 3
$5,95095,063 mi

Comparison: 3 similar vehicles

Charles Town, WV

2003 Honda Civic EX

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

2003 Honda Civic EX

Frederick, MD

UnscoredLimited · 7
$5,980150,000 mi

Comparison: 7 similar vehicles

Frederick, MD

2013 Honda Civic LX

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

2013 Honda Civic LX

Carlisle, PA

UnscoredLimited · 16
$5,995181,211 mi

Comparison: 16 similar vehicles

Carlisle, PA

2010 Honda Civic LX

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

2010 Honda Civic LX

Hanover, PA

UnscoredRobust · 73
$5,995145,791 mi

Comparison: 73 similar vehicles

Hanover, PA

2008 Honda Civic LX

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

2008 Honda Civic LX

York, PA

UnscoredModerate · 32
$5,995158,114 mi

Comparison: 32 similar vehicles

York, PA

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

York, PA

UnscoredLimited · 5
$6,300154,962 mi

Comparison: 5 similar vehicles

York, PA

2011 Kia Forte Koup SX

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

2011 Kia Forte Koup SX

Orbisonia, PA

UnscoredInsufficient · 0
$6,995162,911 mi

Orbisonia, PA

2015 Honda Civic EX-L

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

2015 Honda Civic EX-L

Carlisle, PA

UnscoredLimited · 5
$7,000157,220 mi

Comparison: 5 similar vehicles

Carlisle, PA

2014 Honda Civic EX

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

2014 Honda Civic EX

York, PA

UnscoredInsufficient · 4
$7,100170,352 mi

Comparison: 4 similar vehicles

York, PA

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

Hanover, PA

UnscoredInsufficient · 0
$7,500148,120 mi

Hanover, PA

2003 Audi TT Base

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

2003 Audi TT Base

New Cumberland, PA

UnscoredInsufficient · 3
$7,70085,844 mi

Comparison: 3 similar vehicles

New Cumberland, PA

2008 Ford Mustang Premium

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

2008 Ford Mustang Premium

York, PA

UnscoredInsufficient · 3
$8,385127,156 mi

Comparison: 3 similar vehicles

York, PA

2008 Honda Civic EX-L

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

2008 Honda Civic EX-L

Mechanicsburg, PA

UnscoredLimited · 5
$8,495143,225 mi

Comparison: 5 similar vehicles

Mechanicsburg, PA

2013 Ford Mustang V6

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

2013 Ford Mustang V6

Frederick, MD

UnscoredLimited · 8
$8,500180,418 mi

Comparison: 8 similar vehicles

Frederick, MD

2012 Scion tC Base

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

2012 Scion tC Base

York, PA

OverpricedModerate · 31
$8,798129,402 mi

Market: $3,999 – $8,495

Comparison: 31 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

York, PA

2013 MINI Cooper Base

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

2013 MINI Cooper Base

Mount Airy, MD

UnscoredLimited · 7
$8,99087,880 mi

Comparison: 7 similar vehicles

Mount Airy, MD

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

Mechanicsburg, PA

UnscoredInsufficient · 0
$8,99588,754 mi

Mechanicsburg, PA

2014 Honda Civic LX

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

2014 Honda Civic LX

Harrisburg, PA

UnscoredInsufficient · 4
$8,999123,267 mi

Comparison: 4 similar vehicles

Harrisburg, PA

2014 Hyundai Elantra Coupe Base

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

2014 Hyundai Elantra Coupe Base

Waynesboro, PA

UnscoredInsufficient · 4
$9,146168,148 mi

Comparison: 4 similar vehicles

Waynesboro, PA

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

York, PA

UnscoredRobust · 55
$9,198140,078 mi

Comparison: 55 similar vehicles

York, PA

2007 Honda Civic SI

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

2007 Honda Civic SI

Frederick, MD

UnscoredLimited · 6
$9,580155,073 mi

Comparison: 6 similar vehicles

Frederick, MD

2014 Audi A5 Premium

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

2014 Audi A5 Premium

Hagerstown, MD

Fair PriceLimited · 16
$9,699118,463 mi

Market: $7,500 – $15,794

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Hagerstown, MD

2015 Honda Accord EX-L V-6

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

2015 Honda Accord EX-L V-6

Martinsburg, WV

UnscoredRobust · 65
$9,745152,534 mi

Comparison: 65 similar vehicles

Martinsburg, WV

2016 Audi A5 Coupe Premium Plus

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

2016 Audi A5 Coupe Premium Plus

Mount Airy, MD

UnscoredLimited · 8
$9,990112,177 mi

Comparison: 8 similar vehicles

Mount Airy, MD

2011 Cadillac CTS Performance Collection

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

2011 Cadillac CTS Performance Collection

Hanover, PA

UnscoredInsufficient · 0
$9,995121,625 mi

Hanover, PA

2011 BMW 3 Series 328i

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

2011 BMW 3 Series 328i

Newville, PA

UnscoredRobust · 80
$10,500132,000 mi

Comparison: 80 similar vehicles

Newville, PA

2010 Ford Mustang V6

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

2010 Ford Mustang V6

Carlisle, PA

OverpricedLimited · 12
$10,500105,000 mi

Market: $2,995 – $10,195

Comparison: 12 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Carlisle, PA

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

Hagerstown, MD

UnscoredLimited · 5
$11,000148,000 mi

Comparison: 5 similar vehicles

Hagerstown, MD

2015 Honda Civic EX

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

2015 Honda Civic EX

York, PA

UnscoredRobust · 62
$11,388124,747 mi

Comparison: 62 similar vehicles

York, PA

2015 Honda Civic LX

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

2015 Honda Civic LX

Dillsburg, PA

UnscoredModerate · 26
$11,478128,394 mi

Comparison: 26 similar vehicles

Dillsburg, PA

2017 Honda Civic LX-P

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

2017 Honda Civic LX-P

Greencastle, PA

UnscoredInsufficient · 0
$11,485152,397 mi

Greencastle, PA

2013 BMW 3 Series 328i

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

2013 BMW 3 Series 328i

Ranson, WV

UnscoredLimited · 9
$11,48991,608 mi

Comparison: 9 similar vehicles

Ranson, WV

2012 Audi A5 Premium

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

2012 Audi A5 Premium

Hagerstown, MD

UnscoredLimited · 5
$11,50073,341 mi

Comparison: 5 similar vehicles

Hagerstown, MD

2013 Subaru BRZ Limited

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

2013 Subaru BRZ Limited

Frederick, MD

Salvage title
$11,59961,196 mi

Frederick, MD

2016 Audi A5 Coupe Premium Plus

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

2016 Audi A5 Coupe Premium Plus

York, PA

UnscoredLimited · 9
$11,990115,646 mi

Comparison: 9 similar vehicles

York, PA

2012 Honda Civic SI

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

2012 Honda Civic SI

Etters, PA

UnscoredModerate · 35
$11,995129,558 mi

Comparison: 35 similar vehicles

Etters, PA

2007 Mercedes-Benz CL-Class CL550

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

2007 Mercedes-Benz CL-Class CL550

Frederick, MD

UnscoredInsufficient · 4
$11,995101,217 mi

Comparison: 4 similar vehicles

Frederick, MD

2008 Ford Mustang GT Premium

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

2008 Ford Mustang GT Premium

Hancock, MD

UnscoredInsufficient · 3
$12,290112,837 mi

Comparison: 3 similar vehicles

Hancock, MD

2007 Toyota Camry Solara SE

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

2007 Toyota Camry Solara SE

Frederick, MD

OverpricedLimited · 10
$12,38474,956 mi

Market: $2,495 – $7,999

Comparison: 10 similar vehicles

Priced ~55% above the typical market range for similar vehicles (based on current market benchmarks)

Frederick, MD

2013 Mercedes-Benz C-Class C250 Sport

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

2013 Mercedes-Benz C-Class C250 Sport

Hagerstown, MD

UnscoredInsufficient · 3
$12,79795,662 mi

Comparison: 3 similar vehicles

Hagerstown, MD

2015 Honda Civic EX-L

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

2015 Honda Civic EX-L

York, PA

UnscoredInsufficient · 4
$12,990129,643 mi

Comparison: 4 similar vehicles

York, PA

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Martinsburg, WV

Fair PriceLimited · 18
$12,999102,181 mi

Market: $9,600 – $20,990

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Martinsburg, WV

2015 Chevrolet Camaro 2LT

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

2015 Chevrolet Camaro 2LT

Frederick, MD

UnscoredLimited · 11
$13,172137,096 mi

Comparison: 11 similar vehicles

Frederick, MD

2017 Mercedes-Benz C-Class C300

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

2017 Mercedes-Benz C-Class C300

Hagerstown, MD

Fair PriceRobust · 75
$13,295114,033 mi

Market: $8,999 – $49,600

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Hagerstown, MD

2013 Honda Accord EX-L V6

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

2013 Honda Accord EX-L V6

Greencastle, PA

UnscoredModerate · 34
$13,476121,179 mi

Comparison: 34 similar vehicles

Greencastle, PA

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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