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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

56 listings found

2007 Nissan Murano SL

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

2007 Nissan Murano SL

Strunk, KY

UnscoredInsufficient · 3
$3,000148,000 mi

Comparison: 3 similar vehicles

Strunk, KY

2003 Chevrolet TrailBlazer LS

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

2003 Chevrolet TrailBlazer LS

Strunk, KY

UnscoredInsufficient · 0
$4,995276,000 mi

Strunk, KY

2007 Saturn VUE 2.2L

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

2007 Saturn VUE 2.2L

Strunk, KY

UnscoredInsufficient · 0
$5,375123,570 mi

Strunk, KY

2014 Ford Flex Limited

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

2014 Ford Flex Limited

Strunk, KY

Fair PriceModerate · 34
$5,995113,064 mi

Market: $5,990 – $9,394

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 122 days listed (based on current market benchmarks)

Strunk, KY

1991 Ford Ranger XL

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

1991 Ford Ranger XL

Strunk, KY

UnscoredInsufficient · 0
$5,995126,100 mi

Strunk, KY

2012 Dodge Grand Caravan SE

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

2012 Dodge Grand Caravan SE

Strunk, KY

Unscored
$6,575204,000 mi

Comparison: 11 similar vehicles

Strunk, KY

2014 Kia Sorento LX

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

2014 Kia Sorento LX

Strunk, KY

Unscored
$7,200172,849 mi

Comparison: 59 similar vehicles

Strunk, KY

2013 Ford Edge Limited

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

2013 Ford Edge Limited

Strunk, KY

Unscored
$7,950225,471 mi

Comparison: 37 similar vehicles

Strunk, KY

2012 Dodge Grand Caravan SXT

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

2012 Dodge Grand Caravan SXT

Strunk, KY

Unscored
$8,500170,777 mi

Comparison: 10 similar vehicles

Strunk, KY

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Strunk, KY

Unscored
$8,775140,000 mi

Comparison: 54 similar vehicles

Strunk, KY

2012 Jeep Grand Cherokee Overland

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

2012 Jeep Grand Cherokee Overland

Strunk, KY

Unscored
$9,275204,147 mi

Comparison: 11 similar vehicles

Strunk, KY

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Strunk, KY

Unscored
$9,425148,785 mi

Comparison: 38 similar vehicles

Strunk, KY

2011 Honda CR-V LX

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

2011 Honda CR-V LX

Strunk, KY

Fair PriceModerate · 34
$10,275112,787 mi

Market: $3,995 – $12,995

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 753 days listed (based on current market benchmarks)

Strunk, KY

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Strunk, KY

Unscored
$10,300193,685 mi

Comparison: 44 similar vehicles

Strunk, KY

2019 Dodge Journey SE

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

2019 Dodge Journey SE

Strunk, KY

Unscored
$10,525135,207 mi

Comparison: 47 similar vehicles

Strunk, KY

2018 Ford Focus SEL

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

2018 Ford Focus SEL

Strunk, KY

OverpricedLimited · 10
$10,90075,130 mi

Market: $4,999 – $10,553

Comparison: 10 similar vehicles

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

Strunk, KY

2016 Ford Escape SE

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

2016 Ford Escape SE

Strunk, KY

Fair PriceRobust · 84
$11,45084,000 mi

Market: $3,200 – $15,095

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1490 days listed (based on current market benchmarks)

Strunk, KY

2016 Nissan Murano S

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

2016 Nissan Murano S

Strunk, KY

Unscored
$11,700127,643 mi

Comparison: 5 similar vehicles

Strunk, KY

2019 Hyundai Sonata Limited

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

2019 Hyundai Sonata Limited

Strunk, KY

Unscored
$11,900113,373 mi

Comparison: 7 similar vehicles

Strunk, KY

2017 Cadillac XT5 Luxury

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

2017 Cadillac XT5 Luxury

Strunk, KY

UnscoredInsufficient · 3
$12,250179,417 mi

Comparison: 3 similar vehicles

Strunk, KY

2017 Ford Edge Titanium

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

2017 Ford Edge Titanium

Strunk, KY

Unscored
$13,175133,077 mi

Comparison: 5 similar vehicles

Strunk, KY

2016 Nissan Rogue S

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

2016 Nissan Rogue S

Strunk, KY

Fair PriceRobust · 93
$13,90062,640 mi

Market: $2,900 – $17,899

Comparison: 93 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1754 days listed (based on current market benchmarks)

Strunk, KY

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Strunk, KY

Unscored
$14,100118,699 mi

Comparison: 8 similar vehicles

Strunk, KY

2020 Jeep Compass Trailhawk

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

2020 Jeep Compass Trailhawk

Strunk, KY

Fair PriceModerate · 29
$14,175114,090 mi

Market: $8,499 – $18,400

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 354 days listed (based on current market benchmarks)

Strunk, KY

2016 Toyota Sienna XLE

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

2016 Toyota Sienna XLE

Strunk, KY

Unscored
$14,275208,580 mi

Comparison: 29 similar vehicles

Strunk, KY

2019 Jeep Renegade Latitude

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

2019 Jeep Renegade Latitude

Strunk, KY

Fair PriceModerate · 21
$14,55076,580 mi

Market: $6,900 – $17,590

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Strunk, KY

2015 Honda CR-V EX-L

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

2015 Honda CR-V EX-L

Strunk, KY

Unscored
$14,800136,623 mi

Comparison: 5 similar vehicles

Strunk, KY

2016 GMC Yukon SLE

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

2016 GMC Yukon SLE

Strunk, KY

Unscored
$14,900164,500 mi

Comparison: 13 similar vehicles

Strunk, KY

2006 Dodge Ram 2500 Pickup SLT

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

2006 Dodge Ram 2500 Pickup SLT

Strunk, KY

Unscored
$14,900260,335 mi

Comparison: 23 similar vehicles

Strunk, KY

2021 Nissan Rogue SL

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

2021 Nissan Rogue SL

Strunk, KY

Unscored
$15,600163,211 mi

Comparison: 70 similar vehicles

Strunk, KY

2019 Ford Flex SEL

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

2019 Ford Flex SEL

Strunk, KY

Unscored
$15,825126,000 mi

Comparison: 35 similar vehicles

Strunk, KY

2020 Kia Optima LX

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

2020 Kia Optima LX

Strunk, KY

Unscored
$16,30088,250 mi

Comparison: 9 similar vehicles

Strunk, KY

2017 Honda Pilot Touring

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

2017 Honda Pilot Touring

Strunk, KY

Unscored
$16,375177,340 mi

Comparison: 75 similar vehicles

Strunk, KY

2020 Hyundai Santa Fe Limited

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

2020 Hyundai Santa Fe Limited

Strunk, KY

Unscored
$16,725137,397 mi

Comparison: 12 similar vehicles

Strunk, KY

2018 Chevrolet Traverse Premier

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

2018 Chevrolet Traverse Premier

Strunk, KY

Unscored
$16,900176,195 mi

Comparison: 28 similar vehicles

Strunk, KY

2017 GMC Acadia SLT-1

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

2017 GMC Acadia SLT-1

Strunk, KY

Fair PriceModerate · 39
$17,200109,888 mi

Market: $6,200 – $20,799

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 292 days listed (based on current market benchmarks)

Strunk, KY

2015 Toyota Highlander XLE

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

2015 Toyota Highlander XLE

Strunk, KY

UnscoredInsufficient · 3
$17,225174,539 mi

Comparison: 3 similar vehicles

Strunk, KY

2021 Kia Telluride S

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

2021 Kia Telluride S

Strunk, KY

Unscored
$18,825127,903 mi

Comparison: 7 similar vehicles

Strunk, KY

2019 Chevrolet Blazer RS

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

2019 Chevrolet Blazer RS

Strunk, KY

Unscored
$18,875139,536 mi

Comparison: 82 similar vehicles

Strunk, KY

2015 Jeep Wrangler Sport

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

2015 Jeep Wrangler Sport

Strunk, KY

UnscoredInsufficient · 0
$18,90029,902 mi

Strunk, KY

2015 GMC Yukon SLT

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

2015 GMC Yukon SLT

Strunk, KY

Fair PriceModerate · 44
$18,900115,989 mi

Market: $8,995 – $34,900

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 660 days listed (based on current market benchmarks)

Strunk, KY

2017 Toyota RAV4 SE

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

2017 Toyota RAV4 SE

Strunk, KY

Unscored
$19,050122,345 mi

Comparison: 16 similar vehicles

Strunk, KY

2017 Toyota Sienna Limited

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

2017 Toyota Sienna Limited

Strunk, KY

Unscored
$19,550194,962 mi

Comparison: 14 similar vehicles

Strunk, KY

2019 Honda Civic Hatchback EX

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

2019 Honda Civic Hatchback EX

Strunk, KY

Fair PriceModerate · 32
$19,87597,283 mi

Market: $9,950 – $20,940

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 841 days listed (based on current market benchmarks)

Strunk, KY

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Strunk, KY

Unscored
$19,875151,500 mi

Comparison: 23 similar vehicles

Strunk, KY

2019 RAM 1500 Classic SLT

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

2019 RAM 1500 Classic SLT

Strunk, KY

UnscoredInsufficient · 4
$19,900114,000 mi

Comparison: 4 similar vehicles

Strunk, KY

2019 Ford F-150 XL

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

2019 Ford F-150 XL

Strunk, KY

Unscored
$20,425140,917 mi

Comparison: 6 similar vehicles

Strunk, KY

2018 GMC Sierra 1500 SLE

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

2018 GMC Sierra 1500 SLE

Strunk, KY

Unscored
$20,600244,615 mi

Comparison: 19 similar vehicles

Strunk, KY

2018 Toyota Highlander XLE

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

2018 Toyota Highlander XLE

Strunk, KY

Unscored
$21,150130,139 mi

Comparison: 125 similar vehicles

Strunk, KY

2017 Jeep Wrangler Unlimited Sahara

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

2017 Jeep Wrangler Unlimited Sahara

Strunk, KY

UnscoredInsufficient · 4
$21,90068,477 mi

Comparison: 4 similar vehicles

Strunk, KY

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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