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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 · November 13, 2026

7.2M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

1,836 listings found

2022 Ford Escape SE

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

2022 Ford Escape SE

Southlake, TX

Unscored
$7,125204,365 mi

Comparison: 23 similar vehicles

Southlake, TX

2007 Ford Mustang Deluxe

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

2007 Ford Mustang Deluxe

Southlake, TX

Unscored
$7,225187,316 mi

Comparison: 13 similar vehicles

Southlake, TX

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Southlake, TX

Unscored
$7,800139,430 mi

Comparison: 8 similar vehicles

Southlake, TX

2012 Ford Edge Sport

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

2012 Ford Edge Sport

Southlake, TX

UnscoredInsufficient · 0
$8,725139,946 mi

Southlake, TX

2015 Jeep Grand Cherokee Limited

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

2015 Jeep Grand Cherokee Limited

Southlake, TX

Unscored
$9,225167,870 mi

Comparison: 26 similar vehicles

Southlake, TX

2014 Ford Edge Limited

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

2014 Ford Edge Limited

Southlake, TX

UnscoredInsufficient · 3
$9,500114,101 mi

Comparison: 3 similar vehicles

Southlake, TX

2018 Audi Q3 Premium

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

2018 Audi Q3 Premium

Southlake, TX

Fair PriceModerate · 20
$10,225113,963 mi

Market: $5,990 – $17,998

Comparison: 20 similar vehicles

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

Southlake, TX

2017 Ford Transit Wagon XLT

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

2017 Ford Transit Wagon XLT

Southlake, TX

UnscoredInsufficient · 3
$10,225180,684 mi

Comparison: 3 similar vehicles

Southlake, TX

2015 Volvo XC60 T6

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

2015 Volvo XC60 T6

Southlake, TX

UnscoredInsufficient · 0
$11,000104,704 mi

Southlake, TX

2015 Chevrolet Suburban LTZ

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

2015 Chevrolet Suburban LTZ

Southlake, TX

Unscored
$11,225232,707 mi

Comparison: 12 similar vehicles

Southlake, TX

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Southlake, TX

Unscored
$12,000184,841 mi

Comparison: 26 similar vehicles

Southlake, TX

2022 Ford Transit Connect XL

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

2022 Ford Transit Connect XL

Southlake, TX

Unscored
$12,225176,406 mi

Comparison: 11 similar vehicles

Southlake, TX

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Southlake, TX

Fair PriceModerate · 36
$13,000119,608 mi

Market: $9,175 – $20,900

Comparison: 36 similar vehicles

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

Southlake, TX

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Southlake, TX

Unscored
$13,000206,150 mi

Comparison: 52 similar vehicles

Southlake, TX

2014 Jeep Wrangler Sport

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

2014 Jeep Wrangler Sport

Southlake, TX

Unscored
$13,000100,721 mi

Comparison: 7 similar vehicles

Southlake, TX

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

Southlake, TX

Unscored
$13,000124,145 mi

Comparison: 27 similar vehicles

Southlake, TX

2021 Ford Transit Van Base

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

2021 Ford Transit Van Base

Southlake, TX

Unscored
$14,000179,194 mi

Comparison: 16 similar vehicles

Southlake, TX

2015 Toyota Highlander XLE

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

2015 Toyota Highlander XLE

Southlake, TX

Unscored
$14,000165,736 mi

Comparison: 28 similar vehicles

Southlake, TX

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Southlake, TX

Unscored
$14,000150,678 mi

Comparison: 45 similar vehicles

Southlake, TX

2017 Ford F-150 XL

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

2017 Ford F-150 XL

Southlake, TX

Unscored
$15,000134,729 mi

Comparison: 31 similar vehicles

Southlake, TX

2016 Ford Explorer Limited

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

2016 Ford Explorer Limited

Southlake, TX

Fair PriceLimited · 14
$15,00083,649 mi

Market: $8,383 – $19,590

Comparison: 14 similar vehicles

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

Southlake, TX

2020 Hyundai Santa Fe Limited

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

2020 Hyundai Santa Fe Limited

Southlake, TX

Fair PriceLimited · 14
$15,225114,883 mi

Market: $12,491 – $19,988

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Southlake, TX

2019 Ford Expedition XLT

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

2019 Ford Expedition XLT

Southlake, TX

Unscored
$15,225129,134 mi

Comparison: 24 similar vehicles

Southlake, TX

2021 Hyundai Kona Ultimate

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

2021 Hyundai Kona Ultimate

Southlake, TX

Fair PriceLimited · 16
$15,72572,589 mi

Market: $13,390 – $21,888

Comparison: 16 similar vehicles

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

Southlake, TX

2021 Jeep Cherokee Altitude

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

2021 Jeep Cherokee Altitude

Southlake, TX

Fair PriceLimited · 10
$16,00087,014 mi

Market: $12,500 – $17,900

Comparison: 10 similar vehicles

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

Southlake, TX

2020 Ford Edge SEL

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

2020 Ford Edge SEL

Southlake, TX

Fair PriceModerate · 24
$16,00088,385 mi

Market: $8,700 – $24,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Southlake, TX

2019 Cadillac XT5 Luxury

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

2019 Cadillac XT5 Luxury

Southlake, TX

Fair PriceModerate · 28
$16,00081,655 mi

Market: $12,288 – $20,475

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Southlake, TX

2018 Ford Explorer Sport

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

2018 Ford Explorer Sport

Southlake, TX

Unscored
$16,000120,202 mi

Comparison: 11 similar vehicles

Southlake, TX

2017 Dodge Durango GT

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

2017 Dodge Durango GT

Southlake, TX

Unscored
$16,00090,761 mi

Comparison: 5 similar vehicles

Southlake, TX

2021 Hyundai Sonata SEL Plus

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

2021 Hyundai Sonata SEL Plus

Southlake, TX

UnscoredInsufficient · 4
$16,22597,111 mi

Comparison: 4 similar vehicles

Southlake, TX

2022 Nissan Sentra SV

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

2022 Nissan Sentra SV

Southlake, TX

Unscored
$16,72553,037 mi

Comparison: 6 similar vehicles

Southlake, TX

2024 Hyundai Elantra SEL

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

2024 Hyundai Elantra SEL

Southlake, TX

Unscored
$17,00033,001 mi

Comparison: 7 similar vehicles

Southlake, TX

2022 Toyota Camry LE

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

2022 Toyota Camry LE

Southlake, TX

Fair PriceLimited · 18
$17,000101,543 mi

Market: $12,499 – $21,995

Comparison: 18 similar vehicles

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

Southlake, TX

2019 Volvo XC60 Momentum

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

2019 Volvo XC60 Momentum

Southlake, TX

Fair PriceLimited · 10
$17,00086,841 mi

Market: $12,991 – $20,588

Comparison: 10 similar vehicles

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

Southlake, TX

2013 Ford Mustang GT Premium

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

2013 Ford Mustang GT Premium

Southlake, TX

Unscored
$17,000130,924 mi

Comparison: 5 similar vehicles

Southlake, TX

2019 Subaru Forester Limited

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

2019 Subaru Forester Limited

Southlake, TX

Unscored
$17,200112,049 mi

Comparison: 6 similar vehicles

Southlake, TX

2019 Ford Edge Titanium

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

2019 Ford Edge Titanium

Southlake, TX

Fair PriceLimited · 14
$17,22561,598 mi

Market: $8,500 – $18,988

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Southlake, TX

2018 Honda Accord Hybrid

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

2018 Honda Accord Hybrid

Southlake, TX

UnscoredInsufficient · 0
$17,225111,765 mi

Southlake, TX

2015 Ford F-150 XL

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

2015 Ford F-150 XL

Southlake, TX

Unscored
$17,22593,557 mi

Comparison: 9 similar vehicles

Southlake, TX

2024 Hyundai Elantra SEL

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

2024 Hyundai Elantra SEL

Southlake, TX

Fair PriceLimited · 11
$17,50053,040 mi

Market: $14,649 – $19,639

Comparison: 11 similar vehicles

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

Southlake, TX

2018 Subaru Forester Limited

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

2018 Subaru Forester Limited

Southlake, TX

Unscored
$17,70077,273 mi

Comparison: 6 similar vehicles

Southlake, TX

2025 Ford Escape ST-Line

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

2025 Ford Escape ST-Line

Southlake, TX

Fair PriceLimited · 11
$18,00048,799 mi

Market: $16,495 – $21,611

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Southlake, TX

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Southlake, TX

Fair PriceModerate · 47
$18,00061,328 mi

Market: $13,999 – $25,775

Comparison: 47 similar vehicles

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

Southlake, TX

2020 Chevrolet Equinox LS

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

2020 Chevrolet Equinox LS

Southlake, TX

UnscoredInsufficient · 0
$18,00027,090 mi

Southlake, TX

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Southlake, TX

Unscored
$18,000134,092 mi

Comparison: 86 similar vehicles

Southlake, TX

2019 Nissan Armada Platinum

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

2019 Nissan Armada Platinum

Southlake, TX

Fair PriceLimited · 15
$18,12597,625 mi

Market: $9,999 – $21,540

Comparison: 15 similar vehicles

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

Southlake, TX

2021 Audi A4 Premium

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

2021 Audi A4 Premium

Southlake, TX

UnscoredInsufficient · 3
$18,22578,904 mi

Comparison: 3 similar vehicles

Southlake, TX

2024 Nissan Rogue SV

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

2024 Nissan Rogue SV

Southlake, TX

Fair PriceRobust · 71
$18,50071,593 mi

Market: $15,262 – $30,450

Comparison: 71 similar vehicles

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

Southlake, TX

2024 Subaru Crosstrek Premium

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

2024 Subaru Crosstrek Premium

Southlake, TX

Unscored
$18,500118,600 mi

Comparison: 9 similar vehicles

Southlake, TX

2020 Jeep Grand Cherokee Summit

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

2020 Jeep Grand Cherokee Summit

Southlake, TX

Unscored
$18,725134,390 mi

Comparison: 6 similar vehicles

Southlake, 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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