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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

460 listings found

2014 Buick Enclave Leather

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

2014 Buick Enclave Leather

Hays, KS

UnscoredInsufficient · 4
$4,995206,449 mi

Comparison: 4 similar vehicles

Hays, KS

2015 Ford Explorer Base

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

2015 Ford Explorer Base

Larned, KS

UnscoredLimited · 7
$7,378138,523 mi

Comparison: 7 similar vehicles

Larned, KS

2011 GMC Acadia SLE

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

2011 GMC Acadia SLE

Hays, KS

UnscoredInsufficient · 0
$7,995160,739 mi

Hays, KS

2003 GMC Yukon Denali

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

2003 GMC Yukon Denali

Hays, KS

UnscoredInsufficient · 0
$7,997171,261 mi

Hays, KS

2006 Hummer H3 Base

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

2006 Hummer H3 Base

Great Bend, KS

UnscoredInsufficient · 4
$8,200145,961 mi

Comparison: 4 similar vehicles

Great Bend, KS

2009 Ford Flex SE

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

2009 Ford Flex SE

Larned, KS

UnscoredInsufficient · 0
$8,49458,712 mi

Larned, KS

2017 Nissan Pathfinder S

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

2017 Nissan Pathfinder S

Larned, KS

UnscoredLimited · 6
$8,669103,263 mi

Comparison: 6 similar vehicles

Larned, KS

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Hays, KS

UnscoredInsufficient · 0
$8,995129,750 mi

Hays, KS

2016 Ford Flex Limited

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

2016 Ford Flex Limited

Great Bend, KS

UnscoredInsufficient · 0
$9,900132,432 mi

Great Bend, KS

2016 Jeep Compass Latitude

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

2016 Jeep Compass Latitude

Great Bend, KS

UnscoredInsufficient · 0
$10,499108,645 mi

Great Bend, KS

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Great Bend, KS

Fair PriceLimited · 10
$10,900110,117 mi

Market: $8,480 – $14,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Great Bend, KS

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Great Bend, KS

UnscoredInsufficient · 4
$10,900107,560 mi

Comparison: 4 similar vehicles

Great Bend, KS

2018 GMC Terrain SLE

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

2018 GMC Terrain SLE

Larned, KS

UnscoredLimited · 16
$10,994137,202 mi

Comparison: 16 similar vehicles

Larned, KS

2017 GMC Terrain Denali

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

2017 GMC Terrain Denali

Hays, KS

UnscoredInsufficient · 0
$10,999131,465 mi

Hays, KS

2022 Ford Escape SE

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

2022 Ford Escape SE

Larned, KS

Great DealModerate · 33
$11,07370,521 mi

Market: $11,700 – $20,783

Comparison: 33 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 167 days listed (based on current market benchmarks)

Larned, KS

2017 Hyundai Tucson SE

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

2017 Hyundai Tucson SE

Larned, KS

Fair PriceLimited · 14
$11,340108,262 mi

Market: $8,900 – $18,999

Comparison: 14 similar vehicles

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

Larned, KS

2013 Toyota Highlander Base

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

2013 Toyota Highlander Base

Hays, KS

UnscoredInsufficient · 0
$11,989163,616 mi

Hays, KS

2013 Honda CR-V EX-L

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

2013 Honda CR-V EX-L

Hays, KS

UnscoredLimited · 6
$11,995157,414 mi

Comparison: 6 similar vehicles

Hays, KS

2015 Mercedes-Benz M-Class ML350

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

2015 Mercedes-Benz M-Class ML350

Larned, KS

UnscoredLimited · 8
$12,41096,550 mi

Comparison: 8 similar vehicles

Larned, KS

2015 Ford Explorer Base

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

2015 Ford Explorer Base

Larned, KS

UnscoredLimited · 7
$12,41781,471 mi

Comparison: 7 similar vehicles

Larned, KS

2016 Toyota RAV4 SE

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

2016 Toyota RAV4 SE

Great Bend, KS

UnscoredInsufficient · 0
$12,900165,732 mi

Great Bend, KS

2014 Jeep Wrangler Unlimited Sport

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

2014 Jeep Wrangler Unlimited Sport

Larned, KS

Fair PriceLimited · 17
$13,735113,875 mi

Market: $12,500 – $22,750

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Larned, KS

2020 Chevrolet Traverse LS

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

2020 Chevrolet Traverse LS

Hays, KS

UnscoredLimited · 8
$13,994123,828 mi

Comparison: 8 similar vehicles

Hays, KS

2019 GMC Acadia SLT-1

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

2019 GMC Acadia SLT-1

Hays, KS

UnscoredLimited · 11
$14,290139,060 mi

Comparison: 11 similar vehicles

Hays, KS

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Hays, KS

UnscoredLimited · 19
$14,290148,218 mi

Comparison: 19 similar vehicles

Hays, KS

2019 Chevrolet Traverse 1FL

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

2019 Chevrolet Traverse 1FL

Great Bend, KS

UnscoredInsufficient · 0
$14,500113,945 mi

Great Bend, KS

2018 Jeep Compass Sport

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

2018 Jeep Compass Sport

Hays, KS

UnscoredInsufficient · 0
$14,80094,264 mi

Hays, KS

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Hays, KS

UnscoredLimited · 9
$14,99573,746 mi

Comparison: 9 similar vehicles

Hays, KS

2015 Chevrolet Tahoe LT

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

2015 Chevrolet Tahoe LT

Great Bend, KS

UnscoredLimited · 14
$15,000162,445 mi

Comparison: 14 similar vehicles

Great Bend, KS

2013 Honda CR-V EX-L

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

2013 Honda CR-V EX-L

Hays, KS

UnscoredLimited · 7
$15,290122,025 mi

Comparison: 7 similar vehicles

Hays, KS

2022 Chevrolet Equinox 1FL

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

2022 Chevrolet Equinox 1FL

Great Bend, KS

UnscoredInsufficient · 3
$15,900124,000 mi

Comparison: 3 similar vehicles

Great Bend, KS

2020 Ford Explorer Limited

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

2020 Ford Explorer Limited

Larned, KS

UnscoredRobust · 60
$15,903131,135 mi

Comparison: 60 similar vehicles

Larned, KS

2018 Nissan Murano SL

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

2018 Nissan Murano SL

Hays, KS

UnscoredLimited · 5
$15,995102,362 mi

Comparison: 5 similar vehicles

Hays, KS

2018 Jeep Grand Cherokee Limited Sterling Edition

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

2018 Jeep Grand Cherokee Limited Sterling Edition

Great Bend, KS

UnscoredInsufficient · 0
$16,200113,068 mi

Great Bend, KS

2015 Chevrolet Equinox LTZ

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

2015 Chevrolet Equinox LTZ

Hays, KS

UnscoredInsufficient · 0
$16,29077,962 mi

Hays, KS

2017 Buick Enclave Leather

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

2017 Buick Enclave Leather

Hays, KS

UnscoredInsufficient · 4
$16,38875,461 mi

Comparison: 4 similar vehicles

Hays, KS

2024 Mitsubishi Eclipse Cross SE

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

2024 Mitsubishi Eclipse Cross SE

Larned, KS

UnscoredInsufficient · 0
$16,69156,245 mi

Larned, KS

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Larned, KS

UnscoredModerate · 40
$16,88471,801 mi

Comparison: 40 similar vehicles

Larned, KS

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Larned, KS

Fair PriceModerate · 40
$16,93069,343 mi

Market: $16,884 – $23,844

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Larned, KS

2019 Jeep Renegade Latitude

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

2019 Jeep Renegade Latitude

Hays, KS

UnscoredInsufficient · 0
$16,99540,107 mi

Hays, KS

2024 Mitsubishi Outlander Sport ES

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

2024 Mitsubishi Outlander Sport ES

Larned, KS

Fair PriceLimited · 12
$17,41441,205 mi

Market: $17,300 – $19,499

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Larned, KS

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Larned, KS

Fair PriceModerate · 36
$17,53358,823 mi

Market: $16,799 – $24,687

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Larned, KS

2016 Chevrolet Suburban LT

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

2016 Chevrolet Suburban LT

Hays, KS

OverpricedLimited · 11
$17,800150,793 mi

Market: $9,950 – $17,245

Comparison: 11 similar vehicles

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

Hays, KS

2019 GMC Acadia SLT-1

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

2019 GMC Acadia SLT-1

Hays, KS

Fair PriceLimited · 11
$17,994100,868 mi

Market: $14,290 – $20,399

Comparison: 11 similar vehicles

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

Hays, KS

2023 Chevrolet Bolt EUV Premier

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

2023 Chevrolet Bolt EUV Premier

Larned, KS

UnscoredInsufficient · 0
$17,99861,122 mi

Larned, KS

2024 Nissan Rogue SV

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

2024 Nissan Rogue SV

Larned, KS

UnscoredRobust · 125
$18,29067,324 mi

Comparison: 125 similar vehicles

Larned, KS

2018 Nissan Rogue SL

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

2018 Nissan Rogue SL

Hays, KS

UnscoredInsufficient · 3
$18,29077,045 mi

Comparison: 3 similar vehicles

Hays, KS

2024 Hyundai Kona SEL

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

2024 Hyundai Kona SEL

Larned, KS

UnscoredLimited · 7
$18,41559,770 mi

Comparison: 7 similar vehicles

Larned, KS

2024 Chevrolet Trax LS

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

2024 Chevrolet Trax LS

Larned, KS

Great DealLimited · 15
$18,62534,545 mi

Market: $19,885 – $24,484

Comparison: 15 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 71 days listed (based on current market benchmarks)

Larned, KS

2023 Jeep Renegade Altitude

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

2023 Jeep Renegade Altitude

Hays, KS

UnscoredInsufficient · 0
$18,65078,188 mi

Hays, KS

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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