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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 · November 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

1,895 listings found

2014 Honda Civic LX

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

2014 Honda Civic LX

Akron, NY

UnscoredInsufficient · 4
$6,999137,600 mi

Comparison: 4 similar vehicles

Akron, NY

2012 Hyundai Tucson Limited

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

2012 Hyundai Tucson Limited

Akron, NY

UnscoredInsufficient · 0
$7,49975,500 mi

Akron, NY

2008 Toyota Sienna LE

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

2008 Toyota Sienna LE

Akron, NY

UnscoredInsufficient · 0
$7,499137,000 mi

Akron, NY

2013 Acura TSX Base

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

2013 Acura TSX Base

Akron, NY

UnscoredInsufficient · 0
$7,999138,752 mi

Akron, NY

2018 Jeep Compass Latitude

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

2018 Jeep Compass Latitude

Akron, NY

Unscored
$9,499121,000 mi

Comparison: 23 similar vehicles

Akron, NY

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Akron, NY

OverpricedLimited · 18
$9,99081,329 mi

Market: $4,994 – $7,498

Comparison: 18 similar vehicles

Priced ~33% above the typical market range for similar vehicles (based on current market benchmarks)

Akron, NY

2012 Ford Focus SEL

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

2012 Ford Focus SEL

Akron, NY

Unscored
$9,99068,832 mi

Comparison: 9 similar vehicles

Akron, NY

2012 Ford E-Series Econoline Van Commercial

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

2012 Ford E-Series Econoline Van Commercial

Akron, NY

UnscoredInsufficient · 0
$9,99921,340 mi

Akron, NY

2017 Mitsubishi Mirage G4 ES

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

2017 Mitsubishi Mirage G4 ES

Akron, NY

UnscoredInsufficient · 0
$10,99075,564 mi

Akron, NY

2014 Chrysler 200 Limited

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

2014 Chrysler 200 Limited

Akron, NY

Unscored
$10,99077,378 mi

Comparison: 8 similar vehicles

Akron, NY

2014 Nissan Murano S

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

2014 Nissan Murano S

Akron, NY

OverpricedLimited · 13
$10,99090,407 mi

Market: $10,500 – $10,675

Comparison: 13 similar vehicles

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

Akron, NY

2011 Buick Regal CXL

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

2011 Buick Regal CXL

Akron, NY

Unscored
$10,99069,226 mi

Comparison: 6 similar vehicles

Akron, NY

2014 Hyundai Sonata GLS

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

2014 Hyundai Sonata GLS

Akron, NY

Unscored
$11,290102,429 mi

Comparison: 9 similar vehicles

Akron, NY

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Akron, NY

Unscored
$11,59091,667 mi

Comparison: 12 similar vehicles

Akron, NY

2015 Nissan Altima S

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

2015 Nissan Altima S

Akron, NY

Fair PriceModerate · 42
$11,590103,606 mi

Market: $4,400 – $14,295

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Akron, NY

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Akron, NY

OverpricedLimited · 15
$11,59095,364 mi

Market: $3,500 – $10,995

Comparison: 15 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Akron, NY

2017 MINI Cooper Base

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

2017 MINI Cooper Base

Akron, NY

OverpricedModerate · 20
$11,990105,069 mi

Market: $7,995 – $8,170

Comparison: 20 similar vehicles

Priced ~47% above the typical market range for similar vehicles (based on current market benchmarks)

Akron, NY

2016 Hyundai Elantra SE

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

2016 Hyundai Elantra SE

Akron, NY

OverpricedLimited · 12
$11,990100,663 mi

Market: $3,995 – $9,600

Comparison: 12 similar vehicles

Priced ~25% above the typical market range for similar vehicles (based on current market benchmarks)

Akron, NY

2016 Kia Soul +

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

2016 Kia Soul +

Akron, NY

Unscored
$11,99097,020 mi

Comparison: 7 similar vehicles

Akron, NY

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Akron, NY

Unscored
$11,99076,560 mi

Comparison: 5 similar vehicles

Akron, NY

2015 Hyundai Sonata Hybrid Base

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

2015 Hyundai Sonata Hybrid Base

Akron, NY

UnscoredInsufficient · 0
$11,990100,727 mi

Akron, NY

2014 Nissan Altima S

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

2014 Nissan Altima S

Akron, NY

OverpricedLimited · 18
$11,99093,062 mi

Market: $3,245 – $9,495

Comparison: 18 similar vehicles

Priced ~26% above the typical market range for similar vehicles (based on current market benchmarks)

Akron, NY

2010 MINI Cooper S

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

2010 MINI Cooper S

Akron, NY

UnscoredInsufficient · 0
$11,99055,997 mi

Akron, NY

2014 Buick Encore Leather

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

2014 Buick Encore Leather

Akron, NY

Unscored
$12,29096,399 mi

Comparison: 8 similar vehicles

Akron, NY

2016 Nissan Altima SR

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

2016 Nissan Altima SR

Akron, NY

Unscored
$12,590100,523 mi

Comparison: 8 similar vehicles

Akron, NY

2016 Nissan Rogue SV

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

2016 Nissan Rogue SV

Akron, NY

UnscoredInsufficient · 4
$12,590101,380 mi

Comparison: 4 similar vehicles

Akron, NY

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Akron, NY

Fair PriceModerate · 43
$12,59097,960 mi

Market: $4,000 – $12,709

Comparison: 43 similar vehicles

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

Akron, NY

2015 Ford Escape Titanium

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

2015 Ford Escape Titanium

Akron, NY

Fair PriceLimited · 15
$12,790100,622 mi

Market: $5,000 – $15,095

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Akron, NY

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Akron, NY

OverpricedLimited · 14
$12,79090,465 mi

Market: $4,895 – $11,995

Comparison: 14 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Akron, NY

2014 Buick Encore Leather

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

2014 Buick Encore Leather

Akron, NY

Unscored
$12,79079,092 mi

Comparison: 8 similar vehicles

Akron, NY

2020 Chevrolet Trax LS

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

2020 Chevrolet Trax LS

Akron, NY

Fair PriceRobust · 59
$12,99097,692 mi

Market: $9,995 – $14,790

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Akron, NY

2019 Volkswagen Passat Wolfsburg Edition

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

2019 Volkswagen Passat Wolfsburg Edition

Akron, NY

UnscoredInsufficient · 0
$12,990102,283 mi

Akron, NY

2019 Hyundai Sonata SE

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

2019 Hyundai Sonata SE

Akron, NY

Fair PriceModerate · 41
$12,99097,130 mi

Market: $7,500 – $15,334

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Akron, NY

2018 Chevrolet Trax LS

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

2018 Chevrolet Trax LS

Akron, NY

Fair PriceModerate · 34
$12,990101,975 mi

Market: $5,900 – $18,088

Comparison: 34 similar vehicles

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

Akron, NY

2017 Kia Forte LX

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

2017 Kia Forte LX

Akron, NY

Fair PriceLimited · 14
$12,99096,756 mi

Market: $4,595 – $13,495

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 144 days listed (based on current market benchmarks)

Akron, NY

2017 Hyundai Sonata Base

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

2017 Hyundai Sonata Base

Akron, NY

UnscoredInsufficient · 4
$12,99091,147 mi

Comparison: 4 similar vehicles

Akron, NY

2017 Hyundai Accent SE

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

2017 Hyundai Accent SE

Akron, NY

Unscored
$12,99069,471 mi

Comparison: 7 similar vehicles

Akron, NY

2017 Jeep Renegade Altitude Package

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

2017 Jeep Renegade Altitude Package

Akron, NY

UnscoredInsufficient · 3
$12,99099,438 mi

Comparison: 3 similar vehicles

Akron, NY

2017 FIAT 500X Trekking

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

2017 FIAT 500X Trekking

Akron, NY

UnscoredInsufficient · 0
$12,990104,414 mi

Akron, NY

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Akron, NY

Unscored
$12,99096,407 mi

Comparison: 7 similar vehicles

Akron, NY

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

Akron, NY

OverpricedLimited · 19
$12,99078,468 mi

Market: $4,900 – $10,988

Comparison: 19 similar vehicles

Priced ~18% above the typical market range for similar vehicles (based on current market benchmarks)

Akron, NY

2014 Dodge Avenger SXT

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

2014 Dodge Avenger SXT

Akron, NY

UnscoredInsufficient · 0
$12,99049,313 mi

Akron, NY

2013 Honda Civic LX

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

2013 Honda Civic LX

Akron, NY

OverpricedModerate · 27
$12,990120,611 mi

Market: $7,300 – $10,999

Comparison: 27 similar vehicles

Priced ~18% above the typical market range for similar vehicles (based on current market benchmarks)

Akron, NY

2013 Volkswagen Jetta GLI

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

2013 Volkswagen Jetta GLI

Akron, NY

UnscoredInsufficient · 0
$12,990100,535 mi

Akron, NY

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Akron, NY

UnscoredInsufficient · 0
$12,99053,858 mi

Akron, NY

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

Akron, NY

UnscoredInsufficient · 0
$12,99059,173 mi

Akron, NY

2010 Hyundai Elantra Blue

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

2010 Hyundai Elantra Blue

Akron, NY

UnscoredInsufficient · 0
$12,9905,481 mi

Akron, NY

2018 Ford Escape S

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

2018 Ford Escape S

Akron, NY

Unscored
$13,29090,554 mi

Comparison: 12 similar vehicles

Akron, NY

2017 Ford Escape SE

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

2017 Ford Escape SE

Akron, NY

Unscored
$13,29085,000 mi

Comparison: 7 similar vehicles

Akron, NY

2019 Dodge Journey SE

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

2019 Dodge Journey SE

Akron, NY

Fair PriceModerate · 28
$13,59098,264 mi

Market: $7,995 – $14,048

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Akron, NY

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.
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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