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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

209 listings found

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Pratt, KS

UnscoredLimited · 17
$3,599226,125 mi

Comparison: 17 similar vehicles

Pratt, KS

2017 Ford Expedition XLT

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

2017 Ford Expedition XLT

Coldwater, KS

UnscoredLimited · 9
$5,999222,000 mi

Comparison: 9 similar vehicles

Coldwater, KS

2014 Dodge Journey R/T

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

2014 Dodge Journey R/T

Coldwater, KS

UnscoredInsufficient · 0
$6,999139,900 mi

Coldwater, KS

2014 Ford Edge Limited

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

2014 Ford Edge Limited

Alva, OK

UnscoredLimited · 6
$7,472164,726 mi

Comparison: 6 similar vehicles

Alva, OK

2019 Kia Sportage LX

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

2019 Kia Sportage LX

Coldwater, KS

UnscoredInsufficient · 3
$7,999141,000 mi

Comparison: 3 similar vehicles

Coldwater, KS

2017 Kia Sorento LX

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

2017 Kia Sorento LX

Coldwater, KS

UnscoredLimited · 5
$7,999135,000 mi

Comparison: 5 similar vehicles

Coldwater, KS

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Kiowa, KS

Fair PriceLimited · 15
$8,49987,325 mi

Market: $5,703 – $9,398

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Kiowa, KS

2016 Ford Escape SE

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

2016 Ford Escape SE

Kiowa, KS

Fair PriceLimited · 16
$8,999109,096 mi

Market: $3,139 – $11,242

Comparison: 16 similar vehicles

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

Kiowa, KS

2014 Ford Expedition XL

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

2014 Ford Expedition XL

Coldwater, KS

UnscoredInsufficient · 0
$8,999156,000 mi

Coldwater, KS

2020 Ford Ecosport S

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

2020 Ford Ecosport S

Alva, OK

UnscoredInsufficient · 0
$9,99179,771 mi

Alva, OK

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Coldwater, KS

Fair PriceModerate · 27
$10,999116,806 mi

Market: $8,995 – $24,999

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Coldwater, KS

2019 Hyundai Santa Fe SE

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

2019 Hyundai Santa Fe SE

Pratt, KS

UnscoredLimited · 5
$12,999105,243 mi

Comparison: 5 similar vehicles

Pratt, KS

2021 Chevrolet Equinox Premier

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

2021 Chevrolet Equinox Premier

Pratt, KS

Fair PriceLimited · 17
$13,995113,497 mi

Market: $10,950 – $17,199

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Pratt, KS

2019 Chevrolet Traverse Premier

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

2019 Chevrolet Traverse Premier

Harper, KS

Fair PriceLimited · 10
$14,500119,000 mi

Market: $13,600 – $27,000

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Harper, KS

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Pratt, KS

Fair PriceRobust · 76
$14,500102,016 mi

Market: $7,995 – $24,999

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Pratt, KS

2015 Chevrolet Tahoe LTZ

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

2015 Chevrolet Tahoe LTZ

Alva, OK

UnscoredLimited · 18
$14,500174,328 mi

Comparison: 18 similar vehicles

Alva, OK

2023 Mitsubishi Outlander Sport SE

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

2023 Mitsubishi Outlander Sport SE

Pratt, KS

UnscoredInsufficient · 0
$14,999143,412 mi

Pratt, KS

2018 Chevrolet Equinox Premier

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

2018 Chevrolet Equinox Premier

Kiowa, KS

Fair PriceLimited · 13
$15,49975,001 mi

Market: $7,450 – $20,500

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Kiowa, KS

2016 Dodge Durango R/T

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

2016 Dodge Durango R/T

Alva, OK

UnscoredInsufficient · 0
$15,556127,592 mi

Alva, OK

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Pratt, KS

Fair PriceModerate · 23
$15,99589,733 mi

Market: $8,900 – $21,999

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Pratt, KS

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Kiowa, KS

Fair PriceModerate · 22
$15,99984,520 mi

Market: $11,986 – $23,999

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Kiowa, KS

2022 Jeep Compass Limited

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

2022 Jeep Compass Limited

Pratt, KS

Fair PriceModerate · 21
$16,99589,133 mi

Market: $15,899 – $19,145

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Pratt, KS

2020 Subaru Forester Sport

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

2020 Subaru Forester Sport

Coldwater, KS

UnscoredInsufficient · 0
$16,999127,000 mi

Coldwater, KS

2022 Nissan Rogue SV

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

2022 Nissan Rogue SV

Alva, OK

Fair PriceModerate · 22
$17,64580,065 mi

Market: $14,399 – $21,398

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 127 days listed (based on current market benchmarks)

Alva, OK

2023 Hyundai Kona SE

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

2023 Hyundai Kona SE

Pratt, KS

OverpricedLimited · 14
$17,99574,792 mi

Market: $14,850 – $17,619

Comparison: 14 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Pratt, KS

2018 GMC Terrain SLE

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

2018 GMC Terrain SLE

Pratt, KS

UnscoredInsufficient · 0
$17,99534,539 mi

Pratt, KS

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Kiowa, KS

Fair PriceModerate · 36
$17,99984,415 mi

Market: $16,995 – $26,950

Comparison: 36 similar vehicles

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

Kiowa, KS

2019 Cadillac XT4 Premium Luxury

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

2019 Cadillac XT4 Premium Luxury

Kiowa, KS

UnscoredLimited · 6
$17,99980,155 mi

Comparison: 6 similar vehicles

Kiowa, KS

2021 GMC Terrain SLE

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

2021 GMC Terrain SLE

Pratt, KS

Fair PriceLimited · 16
$18,99571,725 mi

Market: $12,550 – $20,999

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Pratt, KS

2023 Mitsubishi Outlander Plug-In Hybrid SE

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

2023 Mitsubishi Outlander Plug-In Hybrid SE

Pratt, KS

UnscoredInsufficient · 0
$18,999143,413 mi

Pratt, KS

2022 Chevrolet Equinox RS

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

2022 Chevrolet Equinox RS

Alva, OK

Fair PriceModerate · 42
$19,122114,990 mi

Market: $17,199 – $27,950

Comparison: 42 similar vehicles

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

Alva, OK

2012 Jeep Wrangler Unlimited Rubicon

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

2012 Jeep Wrangler Unlimited Rubicon

Alva, OK

UnscoredInsufficient · 0
$19,84997,014 mi

Alva, OK

2019 Buick Enclave Essence

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

2019 Buick Enclave Essence

Alva, OK

UnscoredLimited · 8
$19,875124,323 mi

Comparison: 8 similar vehicles

Alva, OK

2023 Volkswagen Taos SE

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

2023 Volkswagen Taos SE

Alva, OK

Fair PriceModerate · 35
$19,88784,467 mi

Market: $15,077 – $23,712

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Alva, OK

2022 Ford Edge Titanium

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

2022 Ford Edge Titanium

Pratt, KS

Fair PriceLimited · 18
$19,99589,253 mi

Market: $16,295 – $24,197

Comparison: 18 similar vehicles

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

Pratt, KS

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Kiowa, KS

Fair PriceLimited · 16
$19,99940,505 mi

Market: $18,898 – $22,900

Comparison: 16 similar vehicles

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

Kiowa, KS

2019 Mazda CX-5 Touring

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

2019 Mazda CX-5 Touring

Alva, OK

UnscoredInsufficient · 0
$20,44863,683 mi

Alva, OK

2021 Ford Edge Titanium

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

2021 Ford Edge Titanium

Alva, OK

UnscoredLimited · 7
$20,98587,042 mi

Comparison: 7 similar vehicles

Alva, OK

2017 Nissan Armada SL

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

2017 Nissan Armada SL

Pratt, KS

UnscoredInsufficient · 3
$20,99572,875 mi

Comparison: 3 similar vehicles

Pratt, KS

2018 Ford Expedition XLT

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

2018 Ford Expedition XLT

Kiowa, KS

OverpricedLimited · 16
$20,99992,724 mi

Market: $17,771 – $19,975

Comparison: 16 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Kiowa, KS

2024 Volkswagen Tiguan SE

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

2024 Volkswagen Tiguan SE

Alva, OK

UnscoredLimited · 5
$21,45965,806 mi

Comparison: 5 similar vehicles

Alva, OK

2021 Buick Encore GX Select

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

2021 Buick Encore GX Select

Alva, OK

UnscoredInsufficient · 0
$21,87546,033 mi

Alva, OK

2024 Buick Envista Preferred

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

2024 Buick Envista Preferred

Pratt, KS

UnscoredInsufficient · 0
$21,99540,720 mi

Pratt, KS

2021 INFINITI QX50 Essential

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

2021 INFINITI QX50 Essential

Pratt, KS

UnscoredInsufficient · 0
$21,99554,831 mi

Pratt, KS

2021 Honda CR-V EX-L

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

2021 Honda CR-V EX-L

Pratt, KS

UnscoredLimited · 10
$21,99589,753 mi

Comparison: 10 similar vehicles

Pratt, KS

2023 Ford Escape ST-Line

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

2023 Ford Escape ST-Line

Pratt, KS

UnscoredLimited · 9
$21,99934,311 mi

Comparison: 9 similar vehicles

Pratt, KS

2022 Jeep Renegade Trailhawk

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

2022 Jeep Renegade Trailhawk

Alva, OK

UnscoredInsufficient · 0
$22,39748,137 mi

Alva, OK

2025 Jeep Compass Trailhawk

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

2025 Jeep Compass Trailhawk

Kiowa, KS

UnscoredLimited · 5
$22,49942,362 mi

Comparison: 5 similar vehicles

Kiowa, KS

2021 Dodge Durango Citadel

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

2021 Dodge Durango Citadel

Kiowa, KS

UnscoredInsufficient · 0
$22,499118,776 mi

Kiowa, KS

2025 Mazda CX-30 Preferred

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

2025 Mazda CX-30 Preferred

Pratt, KS

UnscoredInsufficient · 4
$22,88828,955 mi

Comparison: 4 similar vehicles

Pratt, 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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