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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 4, 2026

6.8M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

1,022 listings found

2007 Lincoln MKX Base

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

2007 Lincoln MKX Base

Aurora, MO

UnscoredInsufficient · 0
$8,239116,972 mi

Aurora, MO

2013 Chevrolet Traverse 1LT

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

2013 Chevrolet Traverse 1LT

Aurora, MO

Unscored
$8,539Mileage not verified

Comparison: 6 similar vehicles

Aurora, MO

2017 Ford Fiesta SE

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

2017 Ford Fiesta SE

Aurora, MO

UnscoredInsufficient · 0
$9,09558,511 mi

Aurora, MO

2014 Kia Optima LX

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

2014 Kia Optima LX

Aurora, MO

UnscoredInsufficient · 0
$9,545117,758 mi

Aurora, MO

2020 Ford Ecosport S

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

2020 Ford Ecosport S

Aurora, MO

Unscored
$10,84790,064 mi

Comparison: 8 similar vehicles

Aurora, MO

2016 Buick Encore Premium

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

2016 Buick Encore Premium

Aurora, MO

UnscoredInsufficient · 3
$10,99081,296 mi

Comparison: 3 similar vehicles

Aurora, MO

2014 Nissan Versa Sedan S

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

2014 Nissan Versa Sedan S

Aurora, MO

Unscored
$10,990176,282 mi

Comparison: 5 similar vehicles

Aurora, MO

No Photo

2016 Chevrolet Impala Limited 2FL

Aurora, MO

UnscoredInsufficient · 3
$12,990188,200 mi

Comparison: 3 similar vehicles

Aurora, MO

2011 Nissan JUKE SL

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

2011 Nissan JUKE SL

Aurora, MO

UnscoredInsufficient · 0
$12,990138,627 mi

Aurora, MO

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Aurora, MO

Unscored
$12,996101,343 mi

Comparison: 7 similar vehicles

Aurora, MO

No Photo

2017 Hyundai Accent Value Edition

Aurora, MO

UnscoredInsufficient · 0
$13,990132,211 mi

Aurora, MO

2011 Chevrolet Impala 2FL

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

2011 Chevrolet Impala 2FL

Aurora, MO

Unscored
$13,990168,570 mi

Comparison: 8 similar vehicles

Aurora, MO

2008 Chevrolet Malibu LT

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

2008 Chevrolet Malibu LT

Aurora, MO

UnscoredInsufficient · 0
$13,990150,678 mi

Aurora, MO

2007 Buick Lucerne CX

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

2007 Buick Lucerne CX

Aurora, MO

UnscoredInsufficient · 0
$13,990133,115 mi

Aurora, MO

2001 GMC Sierra SLE

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

2001 GMC Sierra SLE

Aurora, MO

Unscored
$13,996137,620 mi

Comparison: 5 similar vehicles

Aurora, MO

2018 Hyundai Tucson SEL

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

2018 Hyundai Tucson SEL

Aurora, MO

Fair PriceRobust · 54
$14,42985,522 mi

Market: $7,700 – $16,667

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Aurora, MO

2016 Dodge Grand Caravan SXT

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

2016 Dodge Grand Caravan SXT

Aurora, MO

Unscored
$14,990134,072 mi

Comparison: 6 similar vehicles

Aurora, MO

2014 Ford Taurus SEL

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

2014 Ford Taurus SEL

Aurora, MO

UnscoredInsufficient · 4
$14,990147,708 mi

Comparison: 4 similar vehicles

Aurora, MO

2014 Mazda MAZDA5 Sport

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

2014 Mazda MAZDA5 Sport

Aurora, MO

UnscoredInsufficient · 0
$14,990142,671 mi

Aurora, MO

No Photo

2013 Ford Edge SEL

Aurora, MO

Unscored
$14,990131,427 mi

Comparison: 19 similar vehicles

Aurora, MO

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Aurora, MO

Unscored
$14,990149,433 mi

Comparison: 28 similar vehicles

Aurora, MO

2009 Pontiac Vibe AWD

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

2009 Pontiac Vibe AWD

Aurora, MO

UnscoredInsufficient · 0
$14,990101,850 mi

Aurora, MO

2014 Ford Taurus Limited

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

2014 Ford Taurus Limited

Aurora, MO

Fair PriceLimited · 12
$15,490101,294 mi

Market: $6,995 – $17,995

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Aurora, MO

2013 Honda Civic EX-L

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

2013 Honda Civic EX-L

Aurora, MO

UnscoredInsufficient · 4
$15,490130,920 mi

Comparison: 4 similar vehicles

Aurora, MO

2020 Toyota Camry LE

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

2020 Toyota Camry LE

Aurora, MO

Unscored
$15,545148,733 mi

Comparison: 9 similar vehicles

Aurora, MO

2020 Ford F-150 XL

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

2020 Ford F-150 XL

Aurora, MO

Unscored
$15,855105,691 mi

Comparison: 7 similar vehicles

Aurora, MO

2019 Dodge Grand Caravan GT

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

2019 Dodge Grand Caravan GT

Aurora, MO

Unscored
$15,990140,070 mi

Comparison: 38 similar vehicles

Aurora, MO

2018 Dodge Grand Caravan SXT

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

2018 Dodge Grand Caravan SXT

Aurora, MO

Unscored
$15,990131,832 mi

Comparison: 11 similar vehicles

Aurora, MO

2018 Dodge Journey SE

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

2018 Dodge Journey SE

Aurora, MO

Unscored
$15,990138,133 mi

Comparison: 8 similar vehicles

Aurora, MO

2016 Chrysler Town & Country Touring

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

2016 Chrysler Town & Country Touring

Aurora, MO

UnscoredInsufficient · 3
$15,990183,523 mi

Comparison: 3 similar vehicles

Aurora, MO

2016 Subaru Forester i Touring

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

2016 Subaru Forester i Touring

Aurora, MO

Unscored
$15,990171,226 mi

Comparison: 6 similar vehicles

Aurora, MO

2015 Dodge Grand Caravan American Value Package

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

2015 Dodge Grand Caravan American Value Package

Aurora, MO

UnscoredInsufficient · 0
$15,990130,830 mi

Aurora, MO

2015 Kia Sedona EX

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

2015 Kia Sedona EX

Aurora, MO

UnscoredInsufficient · 0
$15,990130,295 mi

Aurora, MO

2014 Lincoln MKZ Base

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

2014 Lincoln MKZ Base

Aurora, MO

OverpricedLimited · 10
$15,990118,282 mi

Market: $6,450 – $9,994

Comparison: 10 similar vehicles

Priced ~60% above the typical market range for similar vehicles (based on current market benchmarks)

Aurora, MO

2014 Toyota Corolla S

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

2014 Toyota Corolla S

Aurora, MO

UnscoredInsufficient · 0
$15,990167,718 mi

Aurora, MO

No Photo

2013 Ford Explorer XLT

Aurora, MO

Unscored
$15,990160,232 mi

Comparison: 27 similar vehicles

Aurora, MO

2013 Ford Explorer Limited

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

2013 Ford Explorer Limited

Aurora, MO

OverpricedModerate · 25
$15,990136,519 mi

Market: $3,498 – $11,999

Comparison: 25 similar vehicles

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

Aurora, MO

2012 Toyota Camry LE

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

2012 Toyota Camry LE

Aurora, MO

Unscored
$15,990165,820 mi

Comparison: 8 similar vehicles

Aurora, MO

2017 Chevrolet Silverado 1500 LT

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

2017 Chevrolet Silverado 1500 LT

Aurora, MO

Unscored
$16,386167,258 mi

Comparison: 6 similar vehicles

Aurora, MO

2019 Buick Enclave Essence

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

2019 Buick Enclave Essence

Aurora, MO

Fair PriceModerate · 36
$16,54597,713 mi

Market: $8,995 – $18,587

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Aurora, MO

2017 INFINITI QX80 Base

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

2017 INFINITI QX80 Base

Aurora, MO

Fair PriceModerate · 24
$16,545113,085 mi

Market: $9,700 – $22,999

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Aurora, MO

2015 RAM 1500 Pickup Tradesman

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

2015 RAM 1500 Pickup Tradesman

Aurora, MO

Fair PriceModerate · 24
$16,545115,404 mi

Market: $6,900 – $17,995

Comparison: 24 similar vehicles

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

Aurora, MO

2013 GMC Sierra 1500 SLE

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

2013 GMC Sierra 1500 SLE

Aurora, MO

Unscored
$16,990195,382 mi

Comparison: 17 similar vehicles

Aurora, MO

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

Aurora, MO

UnscoredInsufficient · 0
$16,990121,329 mi

Aurora, MO

2021 Toyota Camry LE

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

2021 Toyota Camry LE

Aurora, MO

Fair PriceLimited · 10
$17,54596,232 mi

Market: $9,900 – $22,098

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Aurora, MO

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Aurora, MO

UnscoredInsufficient · 3
$17,590162,320 mi

Comparison: 3 similar vehicles

Aurora, MO

2022 Ford Bronco Sport Big Bend

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

2022 Ford Bronco Sport Big Bend

Aurora, MO

Unscored
$17,654135,178 mi

Comparison: 5 similar vehicles

Aurora, MO

2015 Nissan JUKE S

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

2015 Nissan JUKE S

Aurora, MO

UnscoredInsufficient · 0
$17,99086,295 mi

Aurora, MO

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Aurora, MO

Unscored
$17,990205,123 mi

Comparison: 6 similar vehicles

Aurora, MO

2019 Buick Envision Preferred

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

2019 Buick Envision Preferred

Aurora, MO

UnscoredInsufficient · 0
$18,54531,022 mi

Aurora, MO

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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