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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 16, 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

6,941 listings found

2005 Buick Terraza CX

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

2005 Buick Terraza CX

Eastlake, OH

UnscoredInsufficient · 0
$1,995213,317 mi

Eastlake, OH

2006 Dodge Grand Caravan SXT

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

2006 Dodge Grand Caravan SXT

South Lebanon, OH

UnscoredInsufficient · 3
$2,200164,536 mi

Comparison: 3 similar vehicles

South Lebanon, OH

2003 Dodge Caravan SE

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

2003 Dodge Caravan SE

Mogadore, OH

UnscoredInsufficient · 0
$2,295140,809 mi

Mogadore, OH

2014 Chrysler Town & Country Touring-L

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

2014 Chrysler Town & Country Touring-L

Columbus, OH

UnscoredInsufficient · 3
$2,400213,689 mi

Comparison: 3 similar vehicles

Columbus, OH

2006 Dodge Grand Caravan SXT

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

2006 Dodge Grand Caravan SXT

East Palestine, OH

UnscoredInsufficient · 4
$2,400110,346 mi

Comparison: 4 similar vehicles

East Palestine, OH

No Photo

2001 Toyota Sienna XLE

Marion, OH

UnscoredInsufficient · 0
$2,499Mileage not verified

Marion, OH

2008 Kia Sedona LX

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

2008 Kia Sedona LX

Arcanum, OH

UnscoredInsufficient · 3
$2,500219,760 mi

Comparison: 3 similar vehicles

Arcanum, OH

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

New Philadelphia, OH

UnscoredModerate · 27
$2,500203,440 mi

Comparison: 27 similar vehicles

New Philadelphia, OH

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

Grove City, OH

UnscoredLimited · 10
$2,600169,116 mi

Comparison: 10 similar vehicles

Grove City, OH

2006 Chevrolet Uplander LT

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

2006 Chevrolet Uplander LT

Medina, OH

UnscoredInsufficient · 0
$2,795255,108 mi

Medina, OH

2009 Chrysler Town & Country LX

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

2009 Chrysler Town & Country LX

Massillon, OH

UnscoredInsufficient · 0
$2,895177,575 mi

Massillon, OH

2014 Dodge Grand Caravan SXT

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

2014 Dodge Grand Caravan SXT

Youngstown, OH

UnscoredModerate · 31
$2,990215,988 mi

Comparison: 31 similar vehicles

Youngstown, OH

2012 Dodge Grand Caravan SE

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

2012 Dodge Grand Caravan SE

North Ridgeville, OH

Fair PriceLimited · 14
$2,995278,492 mi

Market: $2,900 – $14,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 971 days listed (based on current market benchmarks)

North Ridgeville, OH

2011 Chrysler Town & Country Touring

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

2011 Chrysler Town & Country Touring

Toledo, OH

UnscoredInsufficient · 3
$2,995149,629 mi

Comparison: 3 similar vehicles

Toledo, OH

No Photo

2011 Kia Sedona LX

Orrville, OH

UnscoredInsufficient · 0
$2,995146,100 mi

Orrville, OH

2010 Dodge Grand Caravan SXT

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

2010 Dodge Grand Caravan SXT

Columbus, OH

Fair PriceLimited · 16
$2,995192,000 mi

Market: $2,740 – $8,196

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Columbus, OH

2010 Dodge Grand Caravan SXT

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

2010 Dodge Grand Caravan SXT

Eastlake, OH

Fair PriceLimited · 11
$2,995186,551 mi

Market: $2,995 – $8,196

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Eastlake, OH

2010 Volkswagen Routan SEL

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

2010 Volkswagen Routan SEL

Columbus, OH

Salvage title
$2,995191,000 mi

Columbus, OH

2009 Dodge Grand Caravan SE

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

2009 Dodge Grand Caravan SE

New Philadelphia, OH

UnscoredLimited · 6
$2,995163,562 mi

Comparison: 6 similar vehicles

New Philadelphia, OH

2009 Honda Odyssey EX

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

2009 Honda Odyssey EX

Mogadore, OH

UnscoredInsufficient · 0
$2,995214,206 mi

Mogadore, OH

2008 Dodge Grand Caravan SE

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

2008 Dodge Grand Caravan SE

Eastlake, OH

UnscoredInsufficient · 3
$2,995177,793 mi

Comparison: 3 similar vehicles

Eastlake, OH

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Canton, OH

Fair PriceModerate · 25
$2,995212,077 mi

Market: $2,500 – $7,300

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Canton, OH

2004 Nissan Quest S

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

2004 Nissan Quest S

Cleveland, OH

UnscoredInsufficient · 0
$2,995110,212 mi

Cleveland, OH

2004 Toyota Sienna CE

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

2004 Toyota Sienna CE

Columbus, OH

UnscoredInsufficient · 0
$2,995199,955 mi

Columbus, OH

2003 Chevrolet Astro Base

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

2003 Chevrolet Astro Base

Cleveland, OH

UnscoredInsufficient · 0
$2,995179,667 mi

Cleveland, OH

2017 Dodge Grand Caravan GT

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

2017 Dodge Grand Caravan GT

Columbus, OH

UnscoredModerate · 41
$2,999183,528 mi

Comparison: 41 similar vehicles

Columbus, OH

2011 Chrysler Town & Country Touring

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

2011 Chrysler Town & Country Touring

Perrysburg, OH

UnscoredInsufficient · 3
$2,999229,005 mi

Comparison: 3 similar vehicles

Perrysburg, OH

2012 Chrysler Town & Country Touring

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

2012 Chrysler Town & Country Touring

Lancaster, OH

UnscoredInsufficient · 3
$3,000133,930 mi

Comparison: 3 similar vehicles

Lancaster, OH

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Brookville, OH

Fair PriceModerate · 26
$3,000259,955 mi

Market: $2,500 – $6,700

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Brookville, OH

2009 Chrysler Town & Country Touring

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

2009 Chrysler Town & Country Touring

Stow, OH

UnscoredInsufficient · 3
$3,042184,964 mi

Comparison: 3 similar vehicles

Stow, OH

2010 Chrysler Town & Country LX

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

2010 Chrysler Town & Country LX

Brookfield, OH

UnscoredInsufficient · 3
$3,195160,525 mi

Comparison: 3 similar vehicles

Brookfield, OH

2008 Chrysler Town & Country Touring

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

2008 Chrysler Town & Country Touring

Troy, OH

UnscoredInsufficient · 3
$3,200206,354 mi

Comparison: 3 similar vehicles

Troy, OH

2013 Chrysler Town & Country Touring-L

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

2013 Chrysler Town & Country Touring-L

Willoughby, OH

UnscoredInsufficient · 3
$3,245169,000 mi

Comparison: 3 similar vehicles

Willoughby, OH

2012 Chrysler Town & Country Touring

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

2012 Chrysler Town & Country Touring

Willoughby, OH

UnscoredLimited · 6
$3,245184,000 mi

Comparison: 6 similar vehicles

Willoughby, OH

2011 Dodge Grand Caravan Crew

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

2011 Dodge Grand Caravan Crew

Willoughby, OH

UnscoredLimited · 5
$3,245137,000 mi

Comparison: 5 similar vehicles

Willoughby, OH

2010 Kia Sedona EX

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

2010 Kia Sedona EX

Cincinnati, OH

UnscoredInsufficient · 0
$3,277203,329 mi

Cincinnati, OH

2006 Buick Terraza CXL

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

2006 Buick Terraza CXL

Defiance, OH

UnscoredInsufficient · 0
$3,393208,528 mi

Defiance, OH

2012 Chrysler Town & Country Touring

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

2012 Chrysler Town & Country Touring

Norton, OH

UnscoredLimited · 7
$3,397226,804 mi

Comparison: 7 similar vehicles

Norton, OH

2001 Oldsmobile Silhouette GL

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

2001 Oldsmobile Silhouette GL

Defiance, OH

UnscoredInsufficient · 0
$3,398152,000 mi

Defiance, OH

2007 Honda Odyssey EX

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

2007 Honda Odyssey EX

Youngstown, OH

UnscoredInsufficient · 4
$3,490282,232 mi

Comparison: 4 similar vehicles

Youngstown, OH

2012 Chrysler Town & Country Touring-L

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

2012 Chrysler Town & Country Touring-L

Circleville, OH

UnscoredInsufficient · 4
$3,495172,249 mi

Comparison: 4 similar vehicles

Circleville, OH

2008 Chrysler Town & Country Touring

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

2008 Chrysler Town & Country Touring

Youngstown, OH

Fair PriceLimited · 16
$3,495114,923 mi

Market: $2,900 – $7,777

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 134 days listed (based on current market benchmarks)

Youngstown, OH

2006 Toyota Sienna XLE

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

2006 Toyota Sienna XLE

Columbus, OH

UnscoredLimited · 6
$3,495250,572 mi

Comparison: 6 similar vehicles

Columbus, OH

2010 Honda Odyssey EX-L

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

2010 Honda Odyssey EX-L

Cincinnati, OH

UnscoredLimited · 7
$3,499261,000 mi

Comparison: 7 similar vehicles

Cincinnati, OH

2006 Honda Odyssey EX

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

2006 Honda Odyssey EX

Marion, OH

Fair PriceLimited · 19
$3,499238,066 mi

Market: $3,275 – $7,999

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

Marion, OH

2011 Chrysler Town & Country Touring

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

2011 Chrysler Town & Country Touring

Barberton, OH

Fair PriceModerate · 20
$3,500131,884 mi

Market: $1,299 – $9,400

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Barberton, OH

2003 Honda Odyssey EX

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

2003 Honda Odyssey EX

Carroll, OH

UnscoredInsufficient · 0
$3,500184,000 mi

Carroll, OH

2011 Honda Odyssey EX-L

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

2011 Honda Odyssey EX-L

Akron, OH

UnscoredLimited · 6
$3,508300,264 mi

Comparison: 6 similar vehicles

Akron, OH

2005 Honda Odyssey EX

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

2005 Honda Odyssey EX

Blanchester, OH

UnscoredInsufficient · 4
$3,550217,486 mi

Comparison: 4 similar vehicles

Blanchester, OH

2009 Chrysler Town & Country Touring

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

2009 Chrysler Town & Country Touring

Cincinnati, OH

UnscoredLimited · 10
$3,577192,398 mi

Comparison: 10 similar vehicles

Cincinnati, OH

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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