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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

2,609 listings found

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Bloomington, MN

Unscored
$6,344180,037 mi

Comparison: 32 similar vehicles

Bloomington, MN

2016 Kia Rio LX

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

2016 Kia Rio LX

Bloomington, MN

UnscoredInsufficient · 0
$6,347101,720 mi

Bloomington, MN

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Bloomington, MN

Unscored
$6,722155,872 mi

Comparison: 24 similar vehicles

Bloomington, MN

2016 Ford Escape SE

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

2016 Ford Escape SE

Bloomington, MN

Unscored
$7,149141,041 mi

Comparison: 19 similar vehicles

Bloomington, MN

2011 Cadillac SRX Luxury Collection

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

2011 Cadillac SRX Luxury Collection

Bloomington, MN

UnscoredInsufficient · 0
$7,344105,276 mi

Bloomington, MN

2015 Kia Soul +

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

2015 Kia Soul +

Bloomington, MN

Unscored
$7,34770,728 mi

Comparison: 6 similar vehicles

Bloomington, MN

2015 Chevrolet Equinox 1LT

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

2015 Chevrolet Equinox 1LT

Bloomington, MN

Fair PriceLimited · 11
$7,905110,395 mi

Market: $5,999 – $9,345

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Bloomington, MN

2017 Hyundai Elantra SE

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

2017 Hyundai Elantra SE

Bloomington, MN

Unscored
$8,347109,745 mi

Comparison: 6 similar vehicles

Bloomington, MN

2013 Hyundai Sonata GLS

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

2013 Hyundai Sonata GLS

Bloomington, MN

UnscoredInsufficient · 4
$8,35091,364 mi

Comparison: 4 similar vehicles

Bloomington, MN

2013 Kia Soul +

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

2013 Kia Soul +

Bloomington, MN

UnscoredInsufficient · 4
$8,35082,939 mi

Comparison: 4 similar vehicles

Bloomington, MN

2012 Kia Sportage EX

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

2012 Kia Sportage EX

Bloomington, MN

UnscoredInsufficient · 0
$8,847123,645 mi

Bloomington, MN

2016 Buick Envision Premium II

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

2016 Buick Envision Premium II

Bloomington, MN

Unscored
$9,118143,436 mi

Comparison: 9 similar vehicles

Bloomington, MN

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Bloomington, MN

Unscored
$9,347138,412 mi

Comparison: 12 similar vehicles

Bloomington, MN

2013 Acura RDX Technology Package

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

2013 Acura RDX Technology Package

Bloomington, MN

UnscoredInsufficient · 3
$9,347178,667 mi

Comparison: 3 similar vehicles

Bloomington, MN

2008 smart fortwo passion

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

2008 smart fortwo passion

Bloomington, MN

UnscoredInsufficient · 0
$9,84747,304 mi

Bloomington, MN

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

Bloomington, MN

Unscored
$10,247130,396 mi

Comparison: 12 similar vehicles

Bloomington, MN

2016 Hyundai Sonata SE

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

2016 Hyundai Sonata SE

Bloomington, MN

UnscoredInsufficient · 0
$10,34794,763 mi

Bloomington, MN

2018 Nissan Pathfinder SL

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

2018 Nissan Pathfinder SL

Bloomington, MN

UnscoredInsufficient · 0
$10,349130,443 mi

Bloomington, MN

2014 Mazda MAZDA3 i Grand Touring

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

2014 Mazda MAZDA3 i Grand Touring

Bloomington, MN

UnscoredInsufficient · 0
$10,350120,815 mi

Bloomington, MN

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Bloomington, MN

Unscored
$10,550158,091 mi

Comparison: 32 similar vehicles

Bloomington, MN

2017 Chrysler 200 LX

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

2017 Chrysler 200 LX

Bloomington, MN

Unscored
$10,84795,637 mi

Comparison: 8 similar vehicles

Bloomington, MN

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Bloomington, MN

Fair PriceLimited · 19
$10,847104,009 mi

Market: $7,950 – $14,295

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Bloomington, MN

2016 Lincoln MKX Select

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

2016 Lincoln MKX Select

Bloomington, MN

UnscoredInsufficient · 4
$10,849122,264 mi

Comparison: 4 similar vehicles

Bloomington, MN

2018 Jeep Renegade Trailhawk

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

2018 Jeep Renegade Trailhawk

Bloomington, MN

Unscored
$11,347113,740 mi

Comparison: 8 similar vehicles

Bloomington, MN

2010 Kia Forte EX

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

2010 Kia Forte EX

Bloomington, MN

UnscoredInsufficient · 0
$11,34728,706 mi

Bloomington, MN

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

Bloomington, MN

Fair PriceLimited · 11
$11,84799,995 mi

Market: $10,247 – $14,348

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Bloomington, MN

2011 INFINITI FX 35

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

2011 INFINITI FX 35

Bloomington, MN

UnscoredInsufficient · 0
$11,990105,471 mi

Bloomington, MN

2017 Chevrolet Cruze Premier

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

2017 Chevrolet Cruze Premier

Bloomington, MN

UnscoredInsufficient · 4
$12,04981,845 mi

Comparison: 4 similar vehicles

Bloomington, MN

2020 Buick Enclave Essence

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

2020 Buick Enclave Essence

Bloomington, MN

UnscoredInsufficient · 3
$12,347112,363 mi

Comparison: 3 similar vehicles

Bloomington, MN

2016 Volkswagen Golf SportWagen TSI SE

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

2016 Volkswagen Golf SportWagen TSI SE

Bloomington, MN

UnscoredInsufficient · 0
$12,347112,141 mi

Bloomington, MN

2015 Volvo S60 T5 Premier

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

2015 Volvo S60 T5 Premier

Bloomington, MN

UnscoredInsufficient · 4
$12,36961,642 mi

Comparison: 4 similar vehicles

Bloomington, MN

2014 Subaru Forester i Premium

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

2014 Subaru Forester i Premium

Bloomington, MN

UnscoredInsufficient · 4
$12,847103,129 mi

Comparison: 4 similar vehicles

Bloomington, MN

2016 Subaru Outback Limited

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

2016 Subaru Outback Limited

Bloomington, MN

Unscored
$13,247141,400 mi

Comparison: 13 similar vehicles

Bloomington, MN

2022 Kia FORTE LXS

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

2022 Kia FORTE LXS

Bloomington, MN

UnscoredInsufficient · 0
$13,250105,921 mi

Bloomington, MN

2016 Subaru Forester i Premium

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

2016 Subaru Forester i Premium

Bloomington, MN

Unscored
$13,347147,873 mi

Comparison: 8 similar vehicles

Bloomington, MN

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Bloomington, MN

Fair PriceModerate · 24
$13,347105,884 mi

Market: $4,995 – $15,347

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Bloomington, MN

2012 Honda CR-V EX-L

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

2012 Honda CR-V EX-L

Bloomington, MN

Unscored
$13,347142,693 mi

Comparison: 13 similar vehicles

Bloomington, MN

2018 Subaru Outback Limited

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

2018 Subaru Outback Limited

Bloomington, MN

Unscored
$13,348137,868 mi

Comparison: 9 similar vehicles

Bloomington, MN

2017 INFINITI QX80 Base

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

2017 INFINITI QX80 Base

Bloomington, MN

UnscoredInsufficient · 3
$13,650143,634 mi

Comparison: 3 similar vehicles

Bloomington, MN

2018 Hyundai Sonata Sport

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

2018 Hyundai Sonata Sport

Bloomington, MN

UnscoredInsufficient · 0
$13,95063,622 mi

Bloomington, MN

2014 Honda CR-V EX-L

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

2014 Honda CR-V EX-L

Bloomington, MN

Unscored
$14,345145,245 mi

Comparison: 26 similar vehicles

Bloomington, MN

2020 Mitsubishi Eclipse Cross SE

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

2020 Mitsubishi Eclipse Cross SE

Bloomington, MN

UnscoredInsufficient · 0
$14,347100,142 mi

Bloomington, MN

2017 Subaru Forester Limited

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

2017 Subaru Forester Limited

Bloomington, MN

UnscoredInsufficient · 4
$14,347127,926 mi

Comparison: 4 similar vehicles

Bloomington, MN

2015 Subaru Outback Limited

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

2015 Subaru Outback Limited

Bloomington, MN

Unscored
$14,347101,615 mi

Comparison: 8 similar vehicles

Bloomington, MN

2015 Subaru Forester i Limited

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

2015 Subaru Forester i Limited

Bloomington, MN

OverpricedLimited · 11
$14,347136,416 mi

Market: $10,988 – $13,250

Comparison: 11 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Bloomington, MN

2014 Subaru Legacy 2.5i Premium

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

2014 Subaru Legacy 2.5i Premium

Bloomington, MN

UnscoredInsufficient · 0
$14,34776,020 mi

Bloomington, MN

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Bloomington, MN

UnscoredInsufficient · 3
$14,34881,008 mi

Comparison: 3 similar vehicles

Bloomington, MN

2007 Ford Mustang GT Premium

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

2007 Ford Mustang GT Premium

Bloomington, MN

UnscoredInsufficient · 0
$14,35095,238 mi

Bloomington, MN

2018 Mercedes-Benz GLA-Class GLA250

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

2018 Mercedes-Benz GLA-Class GLA250

Bloomington, MN

UnscoredInsufficient · 0
$14,355100,645 mi

Bloomington, MN

2019 Kia Sportage LX

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

2019 Kia Sportage LX

Bloomington, MN

UnscoredInsufficient · 3
$14,55079,746 mi

Comparison: 3 similar vehicles

Bloomington, MN

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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