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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

189 listings found

2009 Buick Enclave CXL

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

2009 Buick Enclave CXL

Dumas, TX

UnscoredInsufficient · 0
$4,995157,727 mi

Dumas, TX

2018 Chevrolet Equinox LS

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

2018 Chevrolet Equinox LS

Dumas, TX

UnscoredInsufficient · 4
$5,800200,629 mi

Comparison: 4 similar vehicles

Dumas, TX

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Hartley, TX

UnscoredLimited · 7
$7,500125,082 mi

Comparison: 7 similar vehicles

Hartley, TX

2013 Volkswagen Touareg Sport

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

2013 Volkswagen Touareg Sport

Hartley, TX

UnscoredInsufficient · 0
$7,500130,957 mi

Hartley, TX

2011 Ford Expedition Limited

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

2011 Ford Expedition Limited

Dumas, TX

UnscoredLimited · 9
$8,995158,096 mi

Comparison: 9 similar vehicles

Dumas, TX

2017 Jeep Renegade Altitude Package

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

2017 Jeep Renegade Altitude Package

Guymon, OK

UnscoredInsufficient · 0
$10,950126,641 mi

Guymon, OK

2007 Lincoln Navigator Base

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

2007 Lincoln Navigator Base

Guymon, OK

UnscoredInsufficient · 0
$10,950128,191 mi

Guymon, OK

2018 Volkswagen Tiguan SE

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

2018 Volkswagen Tiguan SE

Hartley, TX

UnscoredInsufficient · 0
$11,000134,259 mi

Hartley, TX

2012 Ford Expedition XLT

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

2012 Ford Expedition XLT

Dalhart, TX

UnscoredInsufficient · 3
$12,21393,145 mi

Comparison: 3 similar vehicles

Dalhart, TX

2023 Nissan Kicks S

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

2023 Nissan Kicks S

Guymon, OK

UnscoredInsufficient · 0
$14,95079,529 mi

Guymon, OK

2017 GMC Terrain Denali

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

2017 GMC Terrain Denali

Guymon, OK

UnscoredInsufficient · 0
$14,950106,805 mi

Guymon, OK

2014 Jeep Grand Cherokee Summit

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

2014 Jeep Grand Cherokee Summit

Guymon, OK

UnscoredInsufficient · 0
$14,950102,178 mi

Guymon, OK

2020 Jeep Grand Cherokee Limited

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

2020 Jeep Grand Cherokee Limited

Guymon, OK

UnscoredLimited · 5
$16,950127,616 mi

Comparison: 5 similar vehicles

Guymon, OK

2003 Jeep Wrangler SPORT

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

2003 Jeep Wrangler SPORT

Dumas, TX

UnscoredInsufficient · 0
$16,995102,171 mi

Dumas, TX

2021 Jeep Cherokee Latitude Lux

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

2021 Jeep Cherokee Latitude Lux

Stratford, TX

UnscoredInsufficient · 0
$17,623104,288 mi

Stratford, TX

2019 Dodge Journey SE

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

2019 Dodge Journey SE

Guymon, OK

UnscoredInsufficient · 0
$18,50028,238 mi

Guymon, OK

2019 Jeep Cherokee Overland

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

2019 Jeep Cherokee Overland

Guymon, OK

UnscoredInsufficient · 0
$19,95097,679 mi

Guymon, OK

2013 Jeep Wrangler Unlimited Rubicon

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

2013 Jeep Wrangler Unlimited Rubicon

Guymon, OK

UnscoredInsufficient · 0
$19,950114,033 mi

Guymon, OK

2022 Hyundai Venue Limited

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

2022 Hyundai Venue Limited

Guymon, OK

UnscoredInsufficient · 0
$19,98516,993 mi

Guymon, OK

2013 Jeep Wrangler Unlimited Sahara

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

2013 Jeep Wrangler Unlimited Sahara

Stratford, TX

UnscoredInsufficient · 3
$21,623113,015 mi

Comparison: 3 similar vehicles

Stratford, TX

2021 Subaru Ascent Limited

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

2021 Subaru Ascent Limited

Guymon, OK

UnscoredInsufficient · 0
$21,985103,465 mi

Guymon, OK

2019 Cadillac XT5 Premium Luxury

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

2019 Cadillac XT5 Premium Luxury

Guymon, OK

UnscoredLimited · 8
$22,50079,100 mi

Comparison: 8 similar vehicles

Guymon, OK

2022 Buick Envision Avenir

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

2022 Buick Envision Avenir

Stratford, TX

UnscoredInsufficient · 0
$22,92386,135 mi

Stratford, TX

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Guymon, OK

UnscoredInsufficient · 4
$23,98529,204 mi

Comparison: 4 similar vehicles

Guymon, OK

2020 Buick Enclave Avenir

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

2020 Buick Enclave Avenir

Guymon, OK

UnscoredInsufficient · 0
$23,98594,307 mi

Guymon, OK

2020 Ford Explorer ST

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

2020 Ford Explorer ST

Guymon, OK

UnscoredLimited · 5
$23,98995,072 mi

Comparison: 5 similar vehicles

Guymon, OK

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Dumas, TX

UnscoredInsufficient · 3
$24,28241,234 mi

Comparison: 3 similar vehicles

Dumas, TX

2024 Mazda CX-30 Preferred

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

2024 Mazda CX-30 Preferred

Stratford, TX

UnscoredInsufficient · 0
$24,92429,042 mi

Stratford, TX

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Guymon, OK

Great DealLimited · 18
$25,01626,345 mi

Market: $26,643 – $30,989

Comparison: 18 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 81 days listed (based on current market benchmarks)

Guymon, OK

2017 GMC Yukon Denali

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

2017 GMC Yukon Denali

Dalhart, TX

Fair PriceModerate · 22
$25,213104,085 mi

Market: $18,499 – $32,995

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Dalhart, TX

2025 Mitsubishi Outlander SE

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

2025 Mitsubishi Outlander SE

Guymon, OK

Fair PriceModerate · 31
$25,30027,329 mi

Market: $25,217 – $29,396

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 133 days listed (based on current market benchmarks)

Guymon, OK

2024 Ford Bronco Sport Big Bend

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

2024 Ford Bronco Sport Big Bend

Dumas, TX

Fair PriceModerate · 29
$25,74430,849 mi

Market: $23,609 – $28,975

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Dumas, TX

2024 Chevrolet TrailBlazer Activ

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

2024 Chevrolet TrailBlazer Activ

Stratford, TX

UnscoredInsufficient · 0
$25,82325,263 mi

Stratford, TX

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Stratford, TX

Fair PriceRobust · 77
$26,580285 mi

Market: $22,995 – $27,284

Comparison: 77 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Stratford, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Dalhart, TX

Fair PriceRobust · 106
$27,276Mileage not verified

Market: $24,712 – $29,545

Comparison: 106 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Dalhart, TX

2026 Hyundai Tucson SE

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

2026 Hyundai Tucson SE

Dalhart, TX

UnscoredInsufficient · 0
$27,31310,200 mi

Dalhart, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Stratford, TX

UnscoredInsufficient · 3
$27,490156 mi

Comparison: 3 similar vehicles

Stratford, TX

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Stratford, TX

UnscoredInsufficient · 3
$27,490Mileage not verified

Comparison: 3 similar vehicles

Stratford, TX

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Stratford, TX

UnscoredInsufficient · 3
$27,490Mileage not verified

Comparison: 3 similar vehicles

Stratford, TX

2021 Jeep Grand Cherokee L Limited

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

2021 Jeep Grand Cherokee L Limited

Stratford, TX

Fair PriceLimited · 11
$27,52380,000 mi

Market: $23,485 – $27,675

Comparison: 11 similar vehicles

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

Stratford, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Stratford, TX

UnscoredInsufficient · 3
$27,789Mileage not verified

Comparison: 3 similar vehicles

Stratford, TX

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Stratford, TX

UnscoredInsufficient · 3
$27,885Mileage not verified

Comparison: 3 similar vehicles

Stratford, TX

2021 Jeep Grand Cherokee Overland

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

2021 Jeep Grand Cherokee Overland

Stratford, TX

UnscoredInsufficient · 0
$27,92486,052 mi

Stratford, TX

2025 Jeep Compass Trailhawk

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

2025 Jeep Compass Trailhawk

Dumas, TX

Fair PriceLimited · 17
$27,99520,460 mi

Market: $21,677 – $29,223

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 190 days listed (based on current market benchmarks)

Dumas, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Dalhart, TX

Fair PriceRobust · 106
$28,015Mileage not verified

Market: $24,712 – $29,545

Comparison: 106 similar vehicles

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

Dalhart, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Stratford, TX

UnscoredInsufficient · 3
$28,685Mileage not verified

Comparison: 3 similar vehicles

Stratford, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Stratford, TX

UnscoredInsufficient · 3
$28,685Mileage not verified

Comparison: 3 similar vehicles

Stratford, TX

2025 Chevrolet Trailblazer Activ

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

2025 Chevrolet Trailblazer Activ

Dalhart, TX

UnscoredInsufficient · 0
$28,8002,676 mi

Dalhart, TX

2024 Hyundai Tucson Limited

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

2024 Hyundai Tucson Limited

Stratford, TX

UnscoredInsufficient · 4
$28,92439,123 mi

Comparison: 4 similar vehicles

Stratford, TX

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Stratford, TX

UnscoredInsufficient · 3
$28,950Mileage not verified

Comparison: 3 similar vehicles

Stratford, TX

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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