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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 15, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

2,773 listings found

2008 Ford Focus SE

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

2008 Ford Focus SE

Manheim, PA

UnscoredLimited · 19
$1,435219,240 mi

Comparison: 19 similar vehicles

Manheim, PA

2013 Honda Civic LX

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

2013 Honda Civic LX

Philadelphia, PA

UnscoredModerate · 22
$1,500Mileage not verified

Comparison: 22 similar vehicles

Philadelphia, PA

2008 Nissan Altima S

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

2008 Nissan Altima S

Philadelphia, PA

UnscoredLimited · 8
$1,900Mileage not verified

Comparison: 8 similar vehicles

Philadelphia, PA

2010 Nissan Altima S

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

2010 Nissan Altima S

Philadelphia, PA

Fair PriceLimited · 10
$2,200119,000 mi

Market: $1,900 – $8,199

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 237 days listed (based on current market benchmarks)

Philadelphia, PA

2012 Honda Civic LX

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

2012 Honda Civic LX

Harrisburg, PA

UnscoredLimited · 5
$2,500259,464 mi

Comparison: 5 similar vehicles

Harrisburg, PA

2007 Honda Civic LX

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

2007 Honda Civic LX

Latrobe, PA

Fair PriceModerate · 31
$2,500198,541 mi

Market: $2,295 – $9,999

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Latrobe, PA

1999 Honda Accord EX

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

1999 Honda Accord EX

Walnutport, PA

UnscoredInsufficient · 0
$2,500200,000 mi

Walnutport, PA

2007 BMW 3 Series 328xi

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

2007 BMW 3 Series 328xi

Morrisville, PA

UnscoredLimited · 7
$2,599226,349 mi

Comparison: 7 similar vehicles

Morrisville, PA

2009 BMW 3 Series 328xi

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

2009 BMW 3 Series 328xi

Philadelphia, PA

UnscoredInsufficient · 3
$2,900111,000 mi

Comparison: 3 similar vehicles

Philadelphia, PA

2008 Ford Focus SE

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

2008 Ford Focus SE

Philadelphia, PA

UnscoredInsufficient · 3
$2,995155,352 mi

Comparison: 3 similar vehicles

Philadelphia, PA

1998 Pontiac Grand Prix GT COUPE

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

1998 Pontiac Grand Prix GT COUPE

Ephrata, PA

UnscoredInsufficient · 0
$2,995Mileage not verified

Ephrata, PA

2010 Chevrolet Camaro 2LT

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

2010 Chevrolet Camaro 2LT

Philadelphia, PA

UnscoredInsufficient · 4
$3,000Mileage not verified

Comparison: 4 similar vehicles

Philadelphia, PA

2008 INFINITI G 37 Journey

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

2008 INFINITI G 37 Journey

Philadelphia, PA

UnscoredLimited · 12
$3,200Mileage not verified

Comparison: 12 similar vehicles

Philadelphia, PA

2003 Honda Civic EX

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

2003 Honda Civic EX

Philadelphia, PA

UnscoredLimited · 8
$3,299172,702 mi

Comparison: 8 similar vehicles

Philadelphia, PA

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

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Saylorsburg, PA

UnscoredLimited · 5
$3,495137,000 mi

Comparison: 5 similar vehicles

Saylorsburg, PA

2007 Chevrolet Cobalt SS

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

2007 Chevrolet Cobalt SS

Dornsife, PA

UnscoredInsufficient · 0
$3,500184,706 mi

Dornsife, PA

2000 Mercedes-Benz CLK CLK320

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

2000 Mercedes-Benz CLK CLK320

Bethlehem, PA

UnscoredInsufficient · 0
$3,595122,990 mi

Bethlehem, PA

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Dornsife, PA

Fair PriceLimited · 12
$3,995124,754 mi

Market: $2,000 – $6,590

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1219 days listed (based on current market benchmarks)

Dornsife, PA

2009 Nissan Altima S

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

2009 Nissan Altima S

York, PA

Fair PriceModerate · 47
$3,995163,401 mi

Market: $1,895 – $9,999

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

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

Fair PriceModerate · 33
$4,100207,767 mi

Market: $2,499 – $11,995

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 173 days listed (based on current market benchmarks)

York, PA

2008 Ford Mustang Deluxe

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

2008 Ford Mustang Deluxe

Dornsife, PA

UnscoredInsufficient · 0
$4,295175,237 mi

Dornsife, PA

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Latrobe, PA

Salvage title
$4,300103,854 mi

Latrobe, PA

2009 Honda Accord LX-S

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

2009 Honda Accord LX-S

New Salem, PA

UnscoredInsufficient · 0
$4,500201,958 mi

New Salem, PA

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Wind Gap, PA

Fair PriceModerate · 30
$4,850109,055 mi

Market: $2,500 – $9,876

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Wind Gap, PA

1998 Honda Civic EX

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

1998 Honda Civic EX

York, PA

UnscoredInsufficient · 0
$4,90067,000 mi

York, PA

2013 Nissan Altima Coupe S

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

2013 Nissan Altima Coupe S

Windber, PA

UnscoredLimited · 6
$4,995115,000 mi

Comparison: 6 similar vehicles

Windber, PA

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

Uniontown, PA

Fair PriceLimited · 17
$4,995245,000 mi

Market: $2,500 – $11,999

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 569 days listed (based on current market benchmarks)

Uniontown, PA

2009 Nissan Altima S

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

2009 Nissan Altima S

Reading, PA

Fair PriceModerate · 37
$4,995131,489 mi

Market: $1,895 – $9,999

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 126 days listed (based on current market benchmarks)

Reading, PA

2009 BMW 3 Series 328xi

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

2009 BMW 3 Series 328xi

Saylorsburg, PA

Fair PriceModerate · 24
$4,995155,913 mi

Market: $2,999 – $9,987

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 149 days listed (based on current market benchmarks)

Saylorsburg, PA

2008 Nissan Altima S

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

2008 Nissan Altima S

Philadelphia, PA

UnscoredLimited · 8
$4,995117,397 mi

Comparison: 8 similar vehicles

Philadelphia, PA

2007 Chevrolet Cobalt LS

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

2007 Chevrolet Cobalt LS

Manheim, PA

UnscoredInsufficient · 3
$4,99586,599 mi

Comparison: 3 similar vehicles

Manheim, PA

2007 Honda Accord EX

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

2007 Honda Accord EX

Saylorsburg, PA

Fair PriceModerate · 28
$4,995146,000 mi

Market: $2,250 – $10,495

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Saylorsburg, 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

Fair PriceModerate · 21
$4,995223,382 mi

Market: $2,995 – $9,999

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Orbisonia, PA

2002 Pontiac Firebird Base

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

2002 Pontiac Firebird Base

Boalsburg, PA

UnscoredInsufficient · 0
$4,995157,525 mi

Boalsburg, PA

2011 Kia Forte Koup EX

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

2011 Kia Forte Koup EX

Fullerton, PA

UnscoredInsufficient · 0
$4,999120,210 mi

Fullerton, 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

Wilkes-Barre, PA

Fair PriceRobust · 90
$5,295120,000 mi

Market: $2,500 – $11,500

Comparison: 90 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 442 days listed (based on current market benchmarks)

Wilkes-Barre, PA

2017 Chevrolet Camaro 2LT

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

2017 Chevrolet Camaro 2LT

Philadelphia, PA

UnscoredLimited · 6
$5,400145,578 mi

Comparison: 6 similar vehicles

Philadelphia, PA

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

Bath, PA

UnscoredLimited · 7
$5,495125,578 mi

Comparison: 7 similar vehicles

Bath, PA

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Lebanon, PA

UnscoredInsufficient · 3
$5,495192,609 mi

Comparison: 3 similar vehicles

Lebanon, PA

2010 Honda Civic LX

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

2010 Honda Civic LX

Scranton, PA

Fair PriceRobust · 63
$5,495168,675 mi

Market: $3,500 – $11,499

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Scranton, PA

2006 Ford Mustang Standard

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

2006 Ford Mustang Standard

Wind Gap, PA

UnscoredLimited · 6
$5,49996,257 mi

Comparison: 6 similar vehicles

Wind Gap, PA

2013 Kia Forte Koup SX

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

2013 Kia Forte Koup SX

Karns City, PA

UnscoredInsufficient · 0
$5,500180,650 mi

Karns City, PA

2010 INFINITI G Coupe 37x

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

2010 INFINITI G Coupe 37x

Upper Darby Township, PA

UnscoredInsufficient · 0
$5,50088,644 mi

Upper Darby Township, PA

2009 Dodge Challenger SE

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

2009 Dodge Challenger SE

Erie, PA

UnscoredInsufficient · 4
$5,500143,353 mi

Comparison: 4 similar vehicles

Erie, PA

2002 Ford Mustang Standard

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

2002 Ford Mustang Standard

Northumberland, PA

UnscoredInsufficient · 0
$5,595139,000 mi

Northumberland, PA

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

Levittown, PA

Fair PriceLimited · 10
$5,800126,380 mi

Market: $2,995 – $11,400

Comparison: 10 similar vehicles

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

Levittown, PA

2003 Toyota Camry Solara SE

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

2003 Toyota Camry Solara SE

Philadelphia, PA

UnscoredInsufficient · 0
$5,800117,970 mi

Philadelphia, PA

2010 Honda Civic LX

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

2010 Honda Civic LX

Allentown, PA

UnscoredInsufficient · 4
$5,900108,265 mi

Comparison: 4 similar vehicles

Allentown, PA

2005 Honda Civic LX

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

2005 Honda Civic LX

York, PA

UnscoredLimited · 6
$5,900164,218 mi

Comparison: 6 similar vehicles

York, 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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 verdict thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io verdict, its eligibility or a listing's placement on OAV.io.

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 manage their profile, 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, exports, and enhanced merchandising.
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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