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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

290 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

2013 Chevrolet Traverse LS

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

2013 Chevrolet Traverse LS

Phillipsburg, KS

UnscoredInsufficient · 0
$6,000130,881 mi

Phillipsburg, KS

2015 Jeep Cherokee Sport

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

2015 Jeep Cherokee Sport

Alton, KS

UnscoredInsufficient · 3
$7,500190,000 mi

Comparison: 3 similar vehicles

Alton, KS

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Norton, KS

UnscoredInsufficient · 0
$7,995126,782 mi

Norton, 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

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Alton, KS

UnscoredInsufficient · 4
$8,250130,931 mi

Comparison: 4 similar vehicles

Alton, KS

2018 Subaru Forester Base

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

2018 Subaru Forester Base

Alton, KS

UnscoredInsufficient · 0
$8,750157,603 mi

Alton, 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

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Norton, KS

Fair PriceLimited · 11
$9,90090,105 mi

Market: $7,995 – $11,999

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Norton, KS

2010 Jeep Wrangler Sport

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

2010 Jeep Wrangler Sport

Alton, KS

UnscoredInsufficient · 0
$10,500154,549 mi

Alton, KS

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Osborne, KS

UnscoredRobust · 122
$10,995131,557 mi

Comparison: 122 similar vehicles

Osborne, 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

2017 GMC Acadia Limited Base

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

2017 GMC Acadia Limited Base

Alton, KS

UnscoredLimited · 19
$11,250129,412 mi

Comparison: 19 similar vehicles

Alton, KS

2015 Chevrolet Traverse LTZ

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

2015 Chevrolet Traverse LTZ

Hays, KS

UnscoredInsufficient · 0
$11,29097,374 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

2017 Chevrolet Traverse LS

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

2017 Chevrolet Traverse LS

Hays, KS

UnscoredInsufficient · 0
$12,290102,367 mi

Hays, KS

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Norton, KS

UnscoredLimited · 6
$12,995161,733 mi

Comparison: 6 similar vehicles

Norton, 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

2012 Jeep Wrangler Sport

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

2012 Jeep Wrangler Sport

Alton, KS

UnscoredInsufficient · 0
$14,250117,575 mi

Alton, 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

2018 Ford Escape SE

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

2018 Ford Escape SE

Hays, KS

Fair PriceModerate · 28
$14,29083,112 mi

Market: $4,950 – $14,892

Comparison: 28 similar vehicles

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

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 · 17
$14,290147,214 mi

Comparison: 17 similar vehicles

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

2017 Chevrolet Traverse 2LT

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

2017 Chevrolet Traverse 2LT

Osborne, KS

Fair PriceModerate · 21
$14,995110,899 mi

Market: $6,800 – $18,179

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 341 days listed (based on current market benchmarks)

Osborne, 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

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

2015 Lexus RX 350

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

2015 Lexus RX 350

Phillipsburg, KS

UnscoredModerate · 26
$16,000140,460 mi

Comparison: 26 similar vehicles

Phillipsburg, 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

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

2018 Honda Pilot EX-L

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

2018 Honda Pilot EX-L

Norton, KS

UnscoredLimited · 9
$16,995105,411 mi

Comparison: 9 similar vehicles

Norton, 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

UnscoredInsufficient · 3
$17,800150,793 mi

Comparison: 3 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

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 · 12 days listed (based on current market benchmarks)

Hays, KS

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Hays, KS

Fair PriceModerate · 23
$18,99583,292 mi

Market: $13,995 – $21,495

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Hays, KS

2018 Chevrolet Traverse High Country

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

2018 Chevrolet Traverse High Country

Hays, KS

UnscoredInsufficient · 0
$18,999126,220 mi

Hays, KS

2019 Subaru Forester Sport

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

2019 Subaru Forester Sport

Hays, KS

UnscoredInsufficient · 0
$19,388100,007 mi

Hays, KS

2021 Ford Explorer Base

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

2021 Ford Explorer Base

Hays, KS

UnscoredLimited · 10
$19,49481,397 mi

Comparison: 10 similar vehicles

Hays, KS

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Hays, KS

UnscoredLimited · 7
$20,29064,012 mi

Comparison: 7 similar vehicles

Hays, KS

2016 Honda CR-V EX

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

2016 Honda CR-V EX

Hays, KS

OverpricedLimited · 11
$20,29065,745 mi

Market: $11,999 – $17,998

Comparison: 11 similar vehicles

Priced ~13% above the typical market range for similar vehicles (based on current market benchmarks)

Hays, KS

2021 Jeep Compass 80th Spec. Edition

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

2021 Jeep Compass 80th Spec. Edition

Hays, KS

UnscoredInsufficient · 0
$20,49450,151 mi

Hays, KS

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Hays, KS

Fair PriceRobust · 75
$20,49498,256 mi

Market: $12,750 – $24,900

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Hays, KS

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Hays, KS

Fair PriceModerate · 41
$20,81761,138 mi

Market: $16,884 – $23,844

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 146 days listed (based on current market benchmarks)

Hays, KS

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Hays, KS

Fair PriceModerate · 23
$20,99535,288 mi

Market: $20,795 – $26,450

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 498 days listed (based on current market benchmarks)

Hays, KS

2021 Mazda CX-5 Grand Touring

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

2021 Mazda CX-5 Grand Touring

Hays, KS

UnscoredInsufficient · 0
$20,99587,955 mi

Hays, KS

2017 INFINITI QX80 Base

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

2017 INFINITI QX80 Base

Palco, KS

OverpricedLimited · 12
$20,99990,600 mi

Market: $9,995 – $19,399

Comparison: 12 similar vehicles

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

Palco, KS

2023 Jeep Renegade Latitude

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

2023 Jeep Renegade Latitude

Hays, KS

UnscoredInsufficient · 4
$21,29017,638 mi

Comparison: 4 similar vehicles

Hays, KS

2020 Chevrolet Blazer 2LT

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

2020 Chevrolet Blazer 2LT

Hays, KS

Fair PriceLimited · 10
$21,29061,324 mi

Market: $14,999 – $23,737

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Hays, KS

2019 Kia Sportage EX

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

2019 Kia Sportage EX

Hays, KS

UnscoredInsufficient · 0
$21,29020,237 mi

Hays, KS

2025 Jeep Compass Latitude

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

2025 Jeep Compass Latitude

Hays, KS

UnscoredLimited · 6
$21,49442,071 mi

Comparison: 6 similar vehicles

Hays, KS

2021 Jeep Wrangler Unlimited Sport S

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

2021 Jeep Wrangler Unlimited Sport S

Hays, KS

UnscoredInsufficient · 3
$21,494Mileage not verified

Comparison: 3 similar vehicles

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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