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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

1,921 listings found

2006 Dodge Durango SLT

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

2006 Dodge Durango SLT

Odessa, TX

UnscoredInsufficient · 0
$2,500307,999 mi

Odessa, TX

2020 Jeep Compass Trailhawk

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

2020 Jeep Compass Trailhawk

Odessa, TX

UnscoredLimited · 9
$4,995139,755 mi

Comparison: 9 similar vehicles

Odessa, TX

2017 Ford Escape SE

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

2017 Ford Escape SE

Fort Stockton, TX

UnscoredLimited · 5
$7,185167,423 mi

Comparison: 5 similar vehicles

Fort Stockton, TX

2008 Nissan Pathfinder SE

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

2008 Nissan Pathfinder SE

Odessa, TX

UnscoredInsufficient · 0
$7,950199,189 mi

Odessa, TX

2013 Hyundai Santa Fe Sport

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

2013 Hyundai Santa Fe Sport

Odessa, TX

UnscoredInsufficient · 0
$8,999140,130 mi

Odessa, TX

2007 Cadillac Escalade Base

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

2007 Cadillac Escalade Base

Odessa, TX

UnscoredInsufficient · 0
$9,500168,198 mi

Odessa, TX

2011 GMC Yukon SLT

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

2011 GMC Yukon SLT

Odessa, TX

UnscoredInsufficient · 4
$9,800178,264 mi

Comparison: 4 similar vehicles

Odessa, TX

2019 Hyundai Tucson Value

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

2019 Hyundai Tucson Value

Odessa, TX

UnscoredInsufficient · 0
$9,86090,555 mi

Odessa, TX

2015 Buick Enclave Leather

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

2015 Buick Enclave Leather

Odessa, TX

UnscoredInsufficient · 0
$9,999164,702 mi

Odessa, TX

2016 Jeep Patriot Latitude

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

2016 Jeep Patriot Latitude

Odessa, TX

UnscoredInsufficient · 0
$10,950100,185 mi

Odessa, TX

2014 Hyundai Santa Fe Sport 2.0T

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

2014 Hyundai Santa Fe Sport 2.0T

Odessa, TX

UnscoredInsufficient · 0
$10,950171,699 mi

Odessa, TX

2020 Chevrolet Traverse LS

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

2020 Chevrolet Traverse LS

Odessa, TX

UnscoredInsufficient · 0
$11,000172,000 mi

Odessa, TX

2015 Nissan Rogue SV

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

2015 Nissan Rogue SV

Odessa, TX

UnscoredLimited · 5
$11,500146,218 mi

Comparison: 5 similar vehicles

Odessa, TX

No Photo

2020 Ford Ecosport Titanium

Odessa, TX

UnscoredInsufficient · 0
$11,95085,176 mi

Odessa, TX

2003 Hummer H2 Base

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

2003 Hummer H2 Base

Odessa, TX

UnscoredInsufficient · 0
$11,950190,038 mi

Odessa, TX

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Odessa, TX

UnscoredLimited · 6
$12,220112,879 mi

Comparison: 6 similar vehicles

Odessa, TX

2020 Ford Escape S

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

2020 Ford Escape S

Odessa, TX

UnscoredInsufficient · 4
$12,500155,654 mi

Comparison: 4 similar vehicles

Odessa, TX

2017 Nissan Rogue S

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

2017 Nissan Rogue S

Odessa, TX

UnscoredLimited · 7
$12,500134,969 mi

Comparison: 7 similar vehicles

Odessa, TX

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

Odessa, TX

UnscoredInsufficient · 3
$12,500102,417 mi

Comparison: 3 similar vehicles

Odessa, TX

2012 Jeep Wrangler Sport

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

2012 Jeep Wrangler Sport

Odessa, TX

UnscoredInsufficient · 4
$12,500207,093 mi

Comparison: 4 similar vehicles

Odessa, TX

2017 BMW X3 xDrive28i

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

2017 BMW X3 xDrive28i

Monahans, TX

UnscoredInsufficient · 0
$12,891109,477 mi

Monahans, TX

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

Odessa, TX

UnscoredInsufficient · 0
$12,999162,317 mi

Odessa, TX

2018 Kia Sportage LX

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

2018 Kia Sportage LX

Odessa, TX

UnscoredLimited · 7
$13,56078,695 mi

Comparison: 7 similar vehicles

Odessa, TX

2021 Chevrolet Equinox LS

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

2021 Chevrolet Equinox LS

Odessa, TX

UnscoredLimited · 7
$13,95080,114 mi

Comparison: 7 similar vehicles

Odessa, TX

2015 GMC Yukon XL SLT

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

2015 GMC Yukon XL SLT

Odessa, TX

UnscoredInsufficient · 0
$13,999189,404 mi

Odessa, TX

2005 Hummer H2 Base

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

2005 Hummer H2 Base

Odessa, TX

UnscoredInsufficient · 0
$14,500200,880 mi

Odessa, TX

2018 Nissan Rogue S

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

2018 Nissan Rogue S

Monahans, TX

UnscoredLimited · 6
$14,713106,403 mi

Comparison: 6 similar vehicles

Monahans, TX

2017 Lincoln MKC Reserve

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

2017 Lincoln MKC Reserve

Odessa, TX

UnscoredInsufficient · 0
$14,98672,846 mi

Odessa, TX

2017 Subaru Crosstrek Limited

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

2017 Subaru Crosstrek Limited

Odessa, TX

UnscoredInsufficient · 0
$15,212102,129 mi

Odessa, TX

2016 Honda Pilot EX-L

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

2016 Honda Pilot EX-L

Odessa, TX

UnscoredInsufficient · 0
$15,220121,159 mi

Odessa, TX

2019 Lincoln MKC Base

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

2019 Lincoln MKC Base

Odessa, TX

UnscoredInsufficient · 0
$15,42571,441 mi

Odessa, TX

2020 Ford Explorer Limited

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

2020 Ford Explorer Limited

Odessa, TX

UnscoredLimited · 14
$15,999183,190 mi

Comparison: 14 similar vehicles

Odessa, TX

2019 Chevrolet Suburban LS

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

2019 Chevrolet Suburban LS

Odessa, TX

UnscoredInsufficient · 0
$15,999149,899 mi

Odessa, TX

2018 Jeep Grand Cherokee Altitude

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

2018 Jeep Grand Cherokee Altitude

Odessa, TX

UnscoredInsufficient · 0
$16,000121,200 mi

Odessa, TX

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Odessa, TX

Great DealLimited · 17
$16,20668,350 mi

Market: $18,699 – $22,815

Comparison: 17 similar vehicles

Competitively priced ~13% below the typical range compared to similar vehicles · 61 days listed (based on current market benchmarks)

Odessa, TX

2019 Dodge Durango SXT

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

2019 Dodge Durango SXT

Odessa, TX

UnscoredInsufficient · 3
$16,21291,500 mi

Comparison: 3 similar vehicles

Odessa, TX

2019 Chevrolet Traverse Premier

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

2019 Chevrolet Traverse Premier

Monahans, TX

UnscoredInsufficient · 4
$16,775109,574 mi

Comparison: 4 similar vehicles

Monahans, TX

2014 Ford Expedition Limited

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

2014 Ford Expedition Limited

Odessa, TX

UnscoredInsufficient · 0
$16,999143,260 mi

Odessa, TX

2018 Chevrolet Tahoe LS

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

2018 Chevrolet Tahoe LS

Odessa, TX

UnscoredLimited · 7
$17,500128,460 mi

Comparison: 7 similar vehicles

Odessa, TX

2022 Ford Explorer Base

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

2022 Ford Explorer Base

Monahans, TX

UnscoredInsufficient · 0
$17,729100,051 mi

Monahans, TX

2017 Buick Enclave Premium

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

2017 Buick Enclave Premium

Odessa, TX

UnscoredLimited · 6
$17,76989,179 mi

Comparison: 6 similar vehicles

Odessa, TX

2019 Mazda CX-3 Sport

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

2019 Mazda CX-3 Sport

Monahans, TX

UnscoredInsufficient · 0
$17,77547,648 mi

Monahans, TX

2019 Mercedes-Benz GLC GLC300

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

2019 Mercedes-Benz GLC GLC300

Pecos, TX

UnscoredInsufficient · 0
$17,80073,104 mi

Pecos, TX

2022 Volkswagen Tiguan SE

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

2022 Volkswagen Tiguan SE

Odessa, TX

UnscoredLimited · 6
$17,89777,099 mi

Comparison: 6 similar vehicles

Odessa, TX

2017 Ford Expedition Platinum

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

2017 Ford Expedition Platinum

Odessa, TX

UnscoredInsufficient · 0
$17,999152,653 mi

Odessa, TX

2017 Ford Expedition Limited

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

2017 Ford Expedition Limited

Odessa, TX

UnscoredInsufficient · 3
$17,999129,127 mi

Comparison: 3 similar vehicles

Odessa, 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

Odessa, TX

UnscoredLimited · 7
$18,113129,020 mi

Comparison: 7 similar vehicles

Odessa, TX

2024 Dodge Hornet GT

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

2024 Dodge Hornet GT

Odessa, TX

UnscoredInsufficient · 0
$18,21156,893 mi

Odessa, TX

2023 Nissan Rogue S

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

2023 Nissan Rogue S

Odessa, TX

UnscoredLimited · 5
$18,21173,212 mi

Comparison: 5 similar vehicles

Odessa, TX

2018 Subaru Forester Limited

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

2018 Subaru Forester Limited

Odessa, TX

UnscoredInsufficient · 0
$18,21187,565 mi

Odessa, TX

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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