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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

494 listings found

No Photo

2008 Honda Civic EX-L

Bridgeport, CT

UnscoredLimited · 5
$2,100206,541 mi

Comparison: 5 similar vehicles

Bridgeport, CT

2006 Ford Mustang Deluxe

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

2006 Ford Mustang Deluxe

Milford, CT

UnscoredInsufficient · 0
$3,995184,622 mi

Milford, CT

2000 Chevrolet Monte Carlo LS

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

2000 Chevrolet Monte Carlo LS

Mount Sinai, NY

UnscoredInsufficient · 0
$4,444121,856 mi

Mount Sinai, NY

2007 Honda Civic LX

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

2007 Honda Civic LX

Milford, CT

UnscoredInsufficient · 3
$5,495106,685 mi

Comparison: 3 similar vehicles

Milford, CT

2006 Toyota Camry Solara SE

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

2006 Toyota Camry Solara SE

Ansonia, CT

UnscoredLimited · 6
$5,878191,165 mi

Comparison: 6 similar vehicles

Ansonia, CT

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

Branford, CT

UnscoredLimited · 8
$5,990152,428 mi

Comparison: 8 similar vehicles

Branford, CT

2000 Cadillac Eldorado ESC

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

2000 Cadillac Eldorado ESC

Milford, CT

UnscoredInsufficient · 0
$6,99069,085 mi

Milford, CT

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

Mount Sinai, NY

UnscoredModerate · 40
$7,888176,296 mi

Comparison: 40 similar vehicles

Mount Sinai, NY

2009 Mitsubishi Eclipse GS

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

2009 Mitsubishi Eclipse GS

Patchogue, NY

UnscoredInsufficient · 0
$7,995100,895 mi

Patchogue, NY

2007 Mitsubishi Eclipse GS

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

2007 Mitsubishi Eclipse GS

Meriden, CT

UnscoredInsufficient · 4
$7,99567,150 mi

Comparison: 4 similar vehicles

Meriden, CT

2016 Honda Accord EX-L V-6

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

2016 Honda Accord EX-L V-6

Brentwood, NY

UnscoredInsufficient · 3
$8,500134,234 mi

Comparison: 3 similar vehicles

Brentwood, NY

2013 Honda Civic LX

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

2013 Honda Civic LX

Patchogue, NY

UnscoredModerate · 22
$8,820121,176 mi

Comparison: 22 similar vehicles

Patchogue, NY

2012 Honda Civic LX

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

2012 Honda Civic LX

Meriden, CT

UnscoredInsufficient · 0
$8,99538,120 mi

Meriden, CT

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

Meriden, CT

UnscoredInsufficient · 0
$9,995143,185 mi

Meriden, CT

2012 Cadillac CTS Coupe Performance Collection

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

2012 Cadillac CTS Coupe Performance Collection

Ronkonkoma, NY

UnscoredInsufficient · 0
$9,99589,640 mi

Ronkonkoma, NY

No Photo

1999 Mitsubishi Eclipse GS

Bridgeport, CT

UnscoredInsufficient · 0
$9,99978,260 mi

Bridgeport, CT

2012 Hyundai Genesis Coupe Base

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

2012 Hyundai Genesis Coupe Base

Patchogue, NY

UnscoredInsufficient · 0
$10,82034,050 mi

Patchogue, NY

2005 Ford Mustang Premium

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

2005 Ford Mustang Premium

Ansonia, CT

UnscoredInsufficient · 0
$10,886110,802 mi

Ansonia, CT

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Mastic, NY

UnscoredLimited · 13
$10,900128,481 mi

Comparison: 13 similar vehicles

Mastic, NY

2014 BMW 4 Series 435i

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

2014 BMW 4 Series 435i

Meriden, CT

UnscoredModerate · 22
$10,995157,995 mi

Comparison: 22 similar vehicles

Meriden, CT

2017 Honda Civic Touring

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

2017 Honda Civic Touring

Saint James, NY

Fair PriceLimited · 19
$11,900114,979 mi

Market: $11,178 – $17,670

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Saint James, NY

2016 Honda Civic EX-L

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

2016 Honda Civic EX-L

Milford, CT

Fair PriceModerate · 39
$11,995110,310 mi

Market: $9,500 – $17,495

Comparison: 39 similar vehicles

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

Milford, CT

2013 Hyundai Genesis Coupe Base

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

2013 Hyundai Genesis Coupe Base

Ronkonkoma, NY

UnscoredInsufficient · 0
$11,99570,487 mi

Ronkonkoma, NY

2011 Chevrolet Camaro 2LS

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

2011 Chevrolet Camaro 2LS

New Haven, CT

UnscoredInsufficient · 3
$11,99563,981 mi

Comparison: 3 similar vehicles

New Haven, CT

2015 Honda Civic EX

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

2015 Honda Civic EX

Patchogue, NY

UnscoredLimited · 6
$12,82069,177 mi

Comparison: 6 similar vehicles

Patchogue, NY

2012 Cadillac CTS Coupe Premium Collection

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

2012 Cadillac CTS Coupe Premium Collection

Commack, NY

UnscoredLimited · 6
$12,88873,605 mi

Comparison: 6 similar vehicles

Commack, NY

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

East Haven, CT

UnscoredLimited · 7
$12,900118,544 mi

Comparison: 7 similar vehicles

East Haven, CT

2009 Mercedes-Benz CL-Class CL550

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

2009 Mercedes-Benz CL-Class CL550

Derby, CT

UnscoredInsufficient · 0
$12,99090,029 mi

Derby, CT

2017 Cadillac ATS Coupe Luxury

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

2017 Cadillac ATS Coupe Luxury

Riverhead, NY

UnscoredInsufficient · 3
$12,99577,788 mi

Comparison: 3 similar vehicles

Riverhead, NY

2014 Honda Civic EX

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

2014 Honda Civic EX

East Patchogue, NY

UnscoredLimited · 7
$12,995117,810 mi

Comparison: 7 similar vehicles

East Patchogue, NY

2012 Cadillac CTS Coupe Performance Collection

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

2012 Cadillac CTS Coupe Performance Collection

New Haven, CT

UnscoredInsufficient · 0
$12,99563,912 mi

New Haven, CT

2015 Honda Civic LX

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

2015 Honda Civic LX

Riverhead, NY

Fair PriceLimited · 11
$13,25069,038 mi

Market: $11,390 – $15,274

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Riverhead, NY

2013 Mercedes-Benz E-Class E350

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

2013 Mercedes-Benz E-Class E350

Selden, NY

Fair PriceLimited · 17
$13,99084,173 mi

Market: $7,495 – $13,999

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Selden, NY

2007 Porsche Cayman S

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

2007 Porsche Cayman S

Riverhead, NY

UnscoredInsufficient · 0
$14,500147,000 mi

Riverhead, NY

2012 Mercedes-Benz E-Class E350

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

2012 Mercedes-Benz E-Class E350

East Haven, CT

Fair PriceModerate · 20
$14,900118,188 mi

Market: $10,819 – $16,090

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

East Haven, CT

2018 Chevrolet Camaro 1LT

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

2018 Chevrolet Camaro 1LT

Saint James, NY

UnscoredInsufficient · 3
$14,92589,292 mi

Comparison: 3 similar vehicles

Saint James, NY

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

Medford, NY

Fair PriceModerate · 25
$14,98898,798 mi

Market: $8,970 – $49,600

Comparison: 25 similar vehicles

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

Medford, NY

2015 Honda Accord EX-L

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

2015 Honda Accord EX-L

Smithtown, NY

UnscoredLimited · 7
$14,99075,788 mi

Comparison: 7 similar vehicles

Smithtown, NY

2018 Audi A5 Coupe Premium

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

2018 Audi A5 Coupe Premium

Commack, NY

UnscoredInsufficient · 0
$14,995100,192 mi

Commack, NY

1998 Cadillac Eldorado TOURING COUPE

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

1998 Cadillac Eldorado TOURING COUPE

Ansonia, CT

UnscoredInsufficient · 0
$14,99838,664 mi

Ansonia, CT

2016 Chevrolet Camaro 2LT

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

2016 Chevrolet Camaro 2LT

Saint James, NY

UnscoredInsufficient · 4
$15,00090,556 mi

Comparison: 4 similar vehicles

Saint James, NY

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Stonington, CT

Fair PriceLimited · 11
$15,49982,828 mi

Market: $6,999 – $16,900

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Stonington, CT

2018 Audi A5 Coupe Premium Plus

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

2018 Audi A5 Coupe Premium Plus

Patchogue, NY

Fair PriceLimited · 10
$15,99589,929 mi

Market: $14,594 – $19,400

Comparison: 10 similar vehicles

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

Patchogue, NY

2017 Honda Civic Si

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

2017 Honda Civic Si

New Haven, CT

UnscoredLimited · 5
$15,995100,076 mi

Comparison: 5 similar vehicles

New Haven, CT

2013 Subaru BRZ Limited

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

2013 Subaru BRZ Limited

Branford, CT

OverpricedModerate · 22
$16,500154,000 mi

Market: $12,900 – $15,989

Comparison: 22 similar vehicles

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

Branford, CT

2017 Honda Civic Si

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

2017 Honda Civic Si

Milford, CT

UnscoredLimited · 5
$16,791112,430 mi

Comparison: 5 similar vehicles

Milford, CT

2018 Dodge Challenger SXT

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

2018 Dodge Challenger SXT

Patchogue, NY

UnscoredLimited · 6
$16,82092,937 mi

Comparison: 6 similar vehicles

Patchogue, NY

2012 Cadillac CTS Coupe Base

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

2012 Cadillac CTS Coupe Base

Commack, NY

UnscoredInsufficient · 0
$16,88845,547 mi

Commack, NY

2012 Dodge Challenger R/T

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

2012 Dodge Challenger R/T

Mount Sinai, NY

UnscoredInsufficient · 0
$16,88870,901 mi

Mount Sinai, NY

2009 Mercedes-Benz CLK-Class CLK350

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

2009 Mercedes-Benz CLK-Class CLK350

Clinton, CT

UnscoredLimited · 6
$16,98745,716 mi

Comparison: 6 similar vehicles

Clinton, CT

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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