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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

637 listings found

2007 Ford Escape XLT

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

2007 Ford Escape XLT

Platte, SD

UnscoredInsufficient · 0
$2,995203,761 mi

Platte, SD

2003 Jeep Grand Cherokee LIMITED

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

2003 Jeep Grand Cherokee LIMITED

Madison, SD

UnscoredInsufficient · 0
$3,988197,357 mi

Madison, SD

2000 Ford Explorer LIMITED

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

2000 Ford Explorer LIMITED

Huron, SD

UnscoredInsufficient · 0
$4,190174,857 mi

Huron, SD

2007 Ford Freestyle SEL

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

2007 Ford Freestyle SEL

Mitchell, SD

UnscoredInsufficient · 0
$4,765185,724 mi

Mitchell, SD

2011 Chevrolet Traverse 2LT

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

2011 Chevrolet Traverse 2LT

Mitchell, SD

UnscoredInsufficient · 4
$4,965230,126 mi

Comparison: 4 similar vehicles

Mitchell, SD

2005 Ford Escape Limited

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

2005 Ford Escape Limited

Mitchell, SD

UnscoredInsufficient · 0
$5,005139,038 mi

Mitchell, SD

2012 Chevrolet Traverse 2LT

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

2012 Chevrolet Traverse 2LT

Mitchell, SD

UnscoredLimited · 6
$5,185205,484 mi

Comparison: 6 similar vehicles

Mitchell, SD

2010 Chevrolet Traverse 2LT

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

2010 Chevrolet Traverse 2LT

Mitchell, SD

UnscoredInsufficient · 0
$5,190227,050 mi

Mitchell, SD

2013 Dodge Journey SXT

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

2013 Dodge Journey SXT

Huron, SD

UnscoredLimited · 6
$5,194159,872 mi

Comparison: 6 similar vehicles

Huron, SD

2006 Hummer H3 Base

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

2006 Hummer H3 Base

Platte, SD

UnscoredLimited · 6
$5,495209,852 mi

Comparison: 6 similar vehicles

Platte, SD

2014 Mazda CX-5 Sport

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

2014 Mazda CX-5 Sport

Mitchell, SD

UnscoredInsufficient · 0
$5,625222,553 mi

Mitchell, SD

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Mitchell, SD

UnscoredLimited · 9
$5,755155,725 mi

Comparison: 9 similar vehicles

Mitchell, SD

2007 Mercedes-Benz GL-Class GL450

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

2007 Mercedes-Benz GL-Class GL450

Mitchell, SD

UnscoredInsufficient · 0
$5,935182,207 mi

Mitchell, SD

2009 Ford Flex LIMITED

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

2009 Ford Flex LIMITED

Mitchell, SD

UnscoredInsufficient · 0
$6,060163,516 mi

Mitchell, SD

2013 Buick Enclave Leather

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

2013 Buick Enclave Leather

Mitchell, SD

UnscoredLimited · 6
$6,335194,167 mi

Comparison: 6 similar vehicles

Mitchell, SD

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Mitchell, SD

UnscoredLimited · 17
$6,750175,092 mi

Comparison: 17 similar vehicles

Mitchell, SD

2014 Ford Escape SE

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

2014 Ford Escape SE

Mitchell, SD

UnscoredLimited · 15
$6,780162,648 mi

Comparison: 15 similar vehicles

Mitchell, SD

2010 Honda Pilot EX-L

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

2010 Honda Pilot EX-L

Huron, SD

UnscoredInsufficient · 0
$6,900164,181 mi

Huron, SD

2020 Mitsubishi Eclipse Cross ES

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

2020 Mitsubishi Eclipse Cross ES

Mitchell, SD

UnscoredInsufficient · 0
$6,990197,630 mi

Mitchell, SD

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Mitchell, SD

Fair PriceLimited · 17
$7,870110,226 mi

Market: $2,999 – $8,677

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Mitchell, SD

2009 Honda CR-V EX-L

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

2009 Honda CR-V EX-L

Huron, SD

UnscoredLimited · 5
$7,900148,515 mi

Comparison: 5 similar vehicles

Huron, SD

2014 Ford Expedition Limited

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

2014 Ford Expedition Limited

Madison, SD

UnscoredLimited · 9
$7,990200,710 mi

Comparison: 9 similar vehicles

Madison, SD

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Huron, SD

UnscoredModerate · 32
$8,035240,891 mi

Comparison: 32 similar vehicles

Huron, SD

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Mitchell, SD

UnscoredRobust · 55
$8,110218,451 mi

Comparison: 55 similar vehicles

Mitchell, SD

2016 Chevrolet Traverse 1LT

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

2016 Chevrolet Traverse 1LT

Mitchell, SD

Fair PriceLimited · 13
$8,130Mileage not verified

Market: $6,800 – $13,500

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Mitchell, SD

2011 Chevrolet Suburban LTZ

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

2011 Chevrolet Suburban LTZ

Mitchell, SD

UnscoredInsufficient · 0
$8,194200,815 mi

Mitchell, SD

2015 GMC Terrain SLE-1

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

2015 GMC Terrain SLE-1

Huron, SD

UnscoredInsufficient · 4
$8,799147,402 mi

Comparison: 4 similar vehicles

Huron, SD

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Madison, SD

UnscoredLimited · 13
$8,850140,087 mi

Comparison: 13 similar vehicles

Madison, SD

2017 GMC Terrain SLT

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

2017 GMC Terrain SLT

Madison, SD

UnscoredLimited · 5
$8,988199,810 mi

Comparison: 5 similar vehicles

Madison, SD

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Parker, SD

UnscoredInsufficient · 3
$8,995157,000 mi

Comparison: 3 similar vehicles

Parker, SD

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Huron, SD

Fair PriceModerate · 20
$9,194105,403 mi

Market: $4,900 – $14,399

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Huron, SD

2015 Buick Encore Premium

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

2015 Buick Encore Premium

Parker, SD

UnscoredInsufficient · 0
$9,450103,000 mi

Parker, SD

2018 Nissan Murano SL

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

2018 Nissan Murano SL

Huron, SD

UnscoredInsufficient · 3
$9,900147,228 mi

Comparison: 3 similar vehicles

Huron, SD

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Mitchell, SD

UnscoredRobust · 59
$9,931247,524 mi

Comparison: 59 similar vehicles

Mitchell, SD

2018 Ford Escape SE

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

2018 Ford Escape SE

Madison, SD

Fair PriceModerate · 37
$9,988Mileage not verified

Market: $4,750 – $16,999

Comparison: 37 similar vehicles

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

Madison, SD

2015 GMC Yukon XL SLE

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

2015 GMC Yukon XL SLE

Madison, SD

UnscoredInsufficient · 0
$9,990234,446 mi

Madison, SD

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Huron, SD

UnscoredModerate · 38
$9,999125,716 mi

Comparison: 38 similar vehicles

Huron, SD

2016 Jeep Compass High Altitude

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

2016 Jeep Compass High Altitude

Mitchell, SD

UnscoredLimited · 5
$10,19064,745 mi

Comparison: 5 similar vehicles

Mitchell, SD

2015 Ford Expedition Platinum

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

2015 Ford Expedition Platinum

Huron, SD

UnscoredInsufficient · 4
$10,194125,698 mi

Comparison: 4 similar vehicles

Huron, SD

2016 Ford Edge Titanium

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

2016 Ford Edge Titanium

Mitchell, SD

UnscoredLimited · 19
$10,430142,279 mi

Comparison: 19 similar vehicles

Mitchell, SD

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Huron, SD

UnscoredRobust · 54
$10,463151,992 mi

Comparison: 54 similar vehicles

Huron, SD

2013 Chevrolet Tahoe LTZ

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

2013 Chevrolet Tahoe LTZ

Platte, SD

UnscoredLimited · 9
$10,500Mileage not verified

Comparison: 9 similar vehicles

Platte, SD

2017 Ford Escape SE

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

2017 Ford Escape SE

Huron, SD

Fair PriceModerate · 38
$10,60060,576 mi

Market: $4,950 – $13,950

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Huron, SD

2011 GMC Yukon XL Denali

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

2011 GMC Yukon XL Denali

Huron, SD

UnscoredInsufficient · 4
$10,625178,424 mi

Comparison: 4 similar vehicles

Huron, SD

2016 GMC Acadia SLE-1

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

2016 GMC Acadia SLE-1

Huron, SD

UnscoredInsufficient · 0
$10,90097,393 mi

Huron, SD

2007 Jeep Wrangler Sahara

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

2007 Jeep Wrangler Sahara

Mitchell, SD

UnscoredInsufficient · 0
$10,950117,061 mi

Mitchell, SD

2018 Kia Sportage LX

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

2018 Kia Sportage LX

Madison, SD

Fair PriceLimited · 11
$10,988101,273 mi

Market: $8,900 – $14,696

Comparison: 11 similar vehicles

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

Madison, SD

2019 Ford Escape SE

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

2019 Ford Escape SE

Huron, SD

Fair PriceLimited · 16
$10,99985,862 mi

Market: $6,999 – $16,198

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Huron, SD

2017 Ford Escape SE

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

2017 Ford Escape SE

Mitchell, SD

Fair PriceModerate · 44
$11,17592,863 mi

Market: $4,950 – $16,000

Comparison: 44 similar vehicles

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

Mitchell, SD

2015 GMC Acadia SLT2

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

2015 GMC Acadia SLT2

Parker, SD

UnscoredInsufficient · 3
$11,500114,000 mi

Comparison: 3 similar vehicles

Parker, SD

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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