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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

6,913 listings found

2007 Honda Civic EX

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

2007 Honda Civic EX

New Haven, CT

UnscoredLimited · 7
$2,498256,368 mi

Comparison: 7 similar vehicles

New Haven, CT

2011 Toyota Camry LE

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

2011 Toyota Camry LE

New Haven, CT

UnscoredLimited · 5
$2,998282,782 mi

Comparison: 5 similar vehicles

New Haven, CT

2009 Chevrolet Impala LS

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

2009 Chevrolet Impala LS

Commack, NY

UnscoredLimited · 5
$2,999197,199 mi

Comparison: 5 similar vehicles

Commack, NY

2007 Honda Accord LX

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

2007 Honda Accord LX

Portland, CT

UnscoredLimited · 7
$2,999206,626 mi

Comparison: 7 similar vehicles

Portland, CT

2001 Buick LeSabre Custom

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

2001 Buick LeSabre Custom

Commack, NY

UnscoredInsufficient · 3
$2,999157,408 mi

Comparison: 3 similar vehicles

Commack, NY

2005 Ford Crown Victoria Police

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

2005 Ford Crown Victoria Police

Wallingford, CT

UnscoredInsufficient · 0
$3,488202,193 mi

Wallingford, CT

2000 BMW 5 Series 528I

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

2000 BMW 5 Series 528I

Wallingford, CT

UnscoredInsufficient · 0
$3,488259,160 mi

Wallingford, CT

2010 Subaru Legacy I Premium

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

2010 Subaru Legacy I Premium

Meriden, CT

UnscoredLimited · 9
$3,495196,252 mi

Comparison: 9 similar vehicles

Meriden, CT

2007 Nissan Altima S

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

2007 Nissan Altima S

Meriden, CT

UnscoredLimited · 5
$3,500135,621 mi

Comparison: 5 similar vehicles

Meriden, CT

2002 Toyota Camry XLE V6

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

2002 Toyota Camry XLE V6

West Haven, CT

UnscoredInsufficient · 0
$3,500201,198 mi

West Haven, CT

2013 Chevrolet Sonic LS

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

2013 Chevrolet Sonic LS

Portland, CT

UnscoredInsufficient · 0
$3,795101,172 mi

Portland, CT

2004 Mazda MAZDA6 s

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

2004 Mazda MAZDA6 s

Bridgeport, CT

UnscoredInsufficient · 3
$3,800Mileage not verified

Comparison: 3 similar vehicles

Bridgeport, CT

2005 Mercury Montego Luxury

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

2005 Mercury Montego Luxury

Mount Sinai, NY

UnscoredInsufficient · 0
$3,888110,548 mi

Mount Sinai, NY

2009 Volkswagen Jetta SE

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

2009 Volkswagen Jetta SE

Bridgeport, CT

UnscoredInsufficient · 3
$3,900130,192 mi

Comparison: 3 similar vehicles

Bridgeport, CT

2009 Ford Focus S

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

2009 Ford Focus S

Bellport, NY

UnscoredInsufficient · 0
$3,950154,600 mi

Bellport, NY

2010 Ford Focus SES

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

2010 Ford Focus SES

Wallingford, CT

UnscoredInsufficient · 0
$3,988216,370 mi

Wallingford, CT

2005 Mercury Grand Marquis GS

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

2005 Mercury Grand Marquis GS

Wallingford, CT

UnscoredInsufficient · 0
$3,988120,660 mi

Wallingford, CT

2007 Mercedes-Benz E-Class E350

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

2007 Mercedes-Benz E-Class E350

West Haven, CT

UnscoredLimited · 7
$3,990192,103 mi

Comparison: 7 similar vehicles

West Haven, CT

2014 Chevrolet Sonic LT

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

2014 Chevrolet Sonic LT

Milford, CT

Fair PriceLimited · 17
$3,995110,714 mi

Market: $1,700 – $14,488

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Milford, CT

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Milford, CT

UnscoredRobust · 51
$3,995169,099 mi

Comparison: 51 similar vehicles

Milford, CT

2012 Kia Optima EX

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

2012 Kia Optima EX

Montville, CT

UnscoredLimited · 8
$3,995167,000 mi

Comparison: 8 similar vehicles

Montville, CT

2007 Saturn ION 2

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

2007 Saturn ION 2

East Islip, NY

UnscoredLimited · 6
$3,995104,900 mi

Comparison: 6 similar vehicles

East Islip, NY

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Port Jefferson Station, NY

UnscoredModerate · 20
$3,995134,247 mi

Comparison: 20 similar vehicles

Port Jefferson Station, NY

2012 Nissan Versa SV

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

2012 Nissan Versa SV

Bridgeport, CT

UnscoredInsufficient · 3
$3,999164,936 mi

Comparison: 3 similar vehicles

Bridgeport, CT

2007 Mercedes-Benz C-Class C230 Sport

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

2007 Mercedes-Benz C-Class C230 Sport

Commack, NY

UnscoredInsufficient · 0
$3,999126,589 mi

Commack, NY

2010 Hyundai Sonata GLS

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

2010 Hyundai Sonata GLS

Meriden, CT

Fair PriceLimited · 12
$4,000118,266 mi

Market: $2,000 – $6,900

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 429 days listed (based on current market benchmarks)

Meriden, CT

2004 Honda Civic LX

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

2004 Honda Civic LX

Medford, NY

UnscoredLimited · 5
$4,000138,231 mi

Comparison: 5 similar vehicles

Medford, NY

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Holbrook, NY

UnscoredLimited · 6
$4,400113,000 mi

Comparison: 6 similar vehicles

Holbrook, NY

2003 Toyota Camry SE

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

2003 Toyota Camry SE

Bridgeport, CT

UnscoredInsufficient · 0
$4,470183,083 mi

Bridgeport, CT

2008 Lincoln Town Car Signature Limited

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

2008 Lincoln Town Car Signature Limited

Wallingford, CT

UnscoredInsufficient · 0
$4,488173,920 mi

Wallingford, CT

2014 Ford Focus S

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

2014 Ford Focus S

Bellport, NY

UnscoredInsufficient · 0
$4,500135,889 mi

Bellport, NY

2013 Chevrolet Cruze LS

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

2013 Chevrolet Cruze LS

North Haven, CT

UnscoredInsufficient · 3
$4,500156,287 mi

Comparison: 3 similar vehicles

North Haven, CT

2012 Mazda MAZDA3 i Sport

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

2012 Mazda MAZDA3 i Sport

Milford, CT

UnscoredInsufficient · 3
$4,500174,437 mi

Comparison: 3 similar vehicles

Milford, CT

2009 BMW 5 Series 528xi

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

2009 BMW 5 Series 528xi

Holbrook, NY

UnscoredLimited · 6
$4,500130,000 mi

Comparison: 6 similar vehicles

Holbrook, NY

2008 Toyota Camry Hybrid

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

2008 Toyota Camry Hybrid

Derby, CT

UnscoredLimited · 8
$4,500190,000 mi

Comparison: 8 similar vehicles

Derby, CT

2011 Ford Crown Victoria Police

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

2011 Ford Crown Victoria Police

Bellport, NY

UnscoredInsufficient · 0
$4,650134,979 mi

Bellport, NY

2008 Kia Optima EX

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

2008 Kia Optima EX

Wallingford, CT

UnscoredInsufficient · 0
$4,688163,733 mi

Wallingford, CT

2007 Nissan Altima S

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

2007 Nissan Altima S

Wallingford, CT

UnscoredInsufficient · 4
$4,688178,655 mi

Comparison: 4 similar vehicles

Wallingford, CT

2013 Dodge Avenger SXT

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

2013 Dodge Avenger SXT

North Haven, CT

UnscoredLimited · 5
$4,700150,255 mi

Comparison: 5 similar vehicles

North Haven, CT

2005 Lexus ES 330

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

2005 Lexus ES 330

Milford, CT

UnscoredLimited · 17
$4,775207,389 mi

Comparison: 17 similar vehicles

Milford, CT

2014 Nissan Altima S

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

2014 Nissan Altima S

Clinton, CT

UnscoredInsufficient · 4
$4,800124,840 mi

Comparison: 4 similar vehicles

Clinton, CT

2007 Hyundai Elantra GLS

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

2007 Hyundai Elantra GLS

Medford, NY

Fair PriceModerate · 21
$4,800108,000 mi

Market: $2,895 – $6,999

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 120 days listed (based on current market benchmarks)

Medford, NY

2014 Chevrolet Cruze 2LT

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

2014 Chevrolet Cruze 2LT

Islip Terrace, NY

UnscoredLimited · 15
$4,888175,955 mi

Comparison: 15 similar vehicles

Islip Terrace, NY

2004 Lexus ES 330

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

2004 Lexus ES 330

New Haven, CT

UnscoredInsufficient · 4
$4,898208,420 mi

Comparison: 4 similar vehicles

New Haven, CT

2012 Ford Focus SE

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

2012 Ford Focus SE

Mastic, NY

UnscoredInsufficient · 4
$4,900124,719 mi

Comparison: 4 similar vehicles

Mastic, NY

2010 Hyundai Sonata GLS

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

2010 Hyundai Sonata GLS

Medford, NY

UnscoredLimited · 15
$4,900138,520 mi

Comparison: 15 similar vehicles

Medford, NY

2007 Toyota Avalon Touring

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

2007 Toyota Avalon Touring

Bridgeport, CT

UnscoredInsufficient · 3
$4,900230,045 mi

Comparison: 3 similar vehicles

Bridgeport, CT

2016 Mazda MAZDA3 i Touring

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

2016 Mazda MAZDA3 i Touring

West Haven, CT

UnscoredLimited · 11
$4,990204,268 mi

Comparison: 11 similar vehicles

West Haven, CT

2017 Nissan Altima S

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

2017 Nissan Altima S

Milford, CT

UnscoredLimited · 6
$4,995267,077 mi

Comparison: 6 similar vehicles

Milford, CT

2016 Ford Focus SE

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

2016 Ford Focus SE

Bridgeport, CT

UnscoredLimited · 7
$4,99589,031 mi

Comparison: 7 similar vehicles

Bridgeport, CT

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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