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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

568 listings found

2008 Ford Expedition XLT

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

2008 Ford Expedition XLT

Abilene, TX

UnscoredLimited · 5
$3,800186,487 mi

Comparison: 5 similar vehicles

Abilene, TX

2002 Jeep Grand Cherokee LAREDO

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

2002 Jeep Grand Cherokee LAREDO

Hawley, TX

UnscoredInsufficient · 0
$3,975189,563 mi

Hawley, TX

2003 Chevrolet Suburban LS

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

2003 Chevrolet Suburban LS

Abilene, TX

UnscoredLimited · 5
$4,000223,337 mi

Comparison: 5 similar vehicles

Abilene, TX

2007 Nissan Xterra Off Road

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

2007 Nissan Xterra Off Road

Hawley, TX

UnscoredInsufficient · 0
$4,500220,369 mi

Hawley, TX

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Abilene, TX

Salvage title
$5,995179,511 mi

Abilene, TX

2017 Buick Encore Preferred

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

2017 Buick Encore Preferred

Abilene, TX

UnscoredLimited · 19
$6,500134,000 mi

Comparison: 19 similar vehicles

Abilene, TX

2009 Ford Flex SEL

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

2009 Ford Flex SEL

Abilene, TX

UnscoredInsufficient · 3
$6,500159,637 mi

Comparison: 3 similar vehicles

Abilene, TX

2013 Nissan Armada Platinum

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

2013 Nissan Armada Platinum

Abilene, TX

UnscoredInsufficient · 0
$6,900208,651 mi

Abilene, TX

2015 Chevrolet Traverse 1LT

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

2015 Chevrolet Traverse 1LT

Abilene, TX

UnscoredLimited · 10
$7,985199,443 mi

Comparison: 10 similar vehicles

Abilene, TX

2012 Honda CR-V LX

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

2012 Honda CR-V LX

Abilene, TX

UnscoredInsufficient · 3
$7,995211,041 mi

Comparison: 3 similar vehicles

Abilene, TX

2017 Dodge Journey SXT

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

2017 Dodge Journey SXT

Abilene, TX

UnscoredLimited · 8
$8,500182,273 mi

Comparison: 8 similar vehicles

Abilene, TX

2013 Dodge Durango SXT

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

2013 Dodge Durango SXT

Abilene, TX

UnscoredInsufficient · 3
$8,500157,217 mi

Comparison: 3 similar vehicles

Abilene, TX

2012 GMC Yukon XL SLT

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

2012 GMC Yukon XL SLT

Abilene, TX

UnscoredLimited · 6
$8,500203,388 mi

Comparison: 6 similar vehicles

Abilene, TX

2012 Chevrolet Equinox 1LT

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

2012 Chevrolet Equinox 1LT

Haskell, TX

OverpricedLimited · 11
$8,95060,826 mi

Market: $5,450 – $8,500

Comparison: 11 similar vehicles

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

Haskell, TX

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Hawley, TX

UnscoredModerate · 29
$8,988126,374 mi

Comparison: 29 similar vehicles

Hawley, TX

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Abilene, TX

UnscoredModerate · 23
$9,985189,602 mi

Comparison: 23 similar vehicles

Abilene, TX

2020 Buick Encore Essence

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

2020 Buick Encore Essence

Abilene, TX

UnscoredInsufficient · 0
$9,995144,607 mi

Abilene, TX

2012 Ford Escape XLS

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

2012 Ford Escape XLS

Abilene, TX

UnscoredInsufficient · 3
$9,995141,455 mi

Comparison: 3 similar vehicles

Abilene, TX

2013 Volkswagen Tiguan SE

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

2013 Volkswagen Tiguan SE

Abilene, TX

UnscoredInsufficient · 0
$10,995120,527 mi

Abilene, TX

2016 Dodge Journey SXT

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

2016 Dodge Journey SXT

Anson, TX

UnscoredInsufficient · 0
$11,12549,662 mi

Anson, TX

2003 Ford Excursion Limited

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

2003 Ford Excursion Limited

Hawley, TX

UnscoredInsufficient · 0
$11,500235,574 mi

Hawley, TX

2018 Jeep Compass Trailhawk

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

2018 Jeep Compass Trailhawk

Abilene, TX

Fair PriceModerate · 20
$12,995113,766 mi

Market: $10,250 – $16,995

Comparison: 20 similar vehicles

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

Abilene, TX

2016 Jeep Wrangler Unlimited Willys Wheeler

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

2016 Jeep Wrangler Unlimited Willys Wheeler

Abilene, TX

UnscoredInsufficient · 3
$12,995138,551 mi

Comparison: 3 similar vehicles

Abilene, TX

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Abilene, TX

Fair PriceRobust · 130
$14,148119,642 mi

Market: $7,500 – $21,995

Comparison: 130 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Abilene, TX

2020 Ford Edge ST Line

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

2020 Ford Edge ST Line

Abilene, TX

UnscoredLimited · 6
$15,51987,639 mi

Comparison: 6 similar vehicles

Abilene, TX

2019 Nissan Rogue SV

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

2019 Nissan Rogue SV

Abilene, TX

UnscoredInsufficient · 3
$15,51950,091 mi

Comparison: 3 similar vehicles

Abilene, TX

2021 Kia Sorento EX

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

2021 Kia Sorento EX

Abilene, TX

UnscoredLimited · 6
$15,995144,030 mi

Comparison: 6 similar vehicles

Abilene, TX

2019 Subaru Forester Limited

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

2019 Subaru Forester Limited

Abilene, TX

UnscoredLimited · 15
$15,995131,830 mi

Comparison: 15 similar vehicles

Abilene, TX

2016 Chevrolet Tahoe LTZ

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

2016 Chevrolet Tahoe LTZ

Abilene, TX

UnscoredModerate · 39
$15,995145,885 mi

Comparison: 39 similar vehicles

Abilene, TX

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Abilene, TX

UnscoredInsufficient · 0
$16,22032,238 mi

Abilene, TX

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Abilene, TX

OverpricedModerate · 21
$16,22575,090 mi

Market: $6,339 – $15,495

Comparison: 21 similar vehicles

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

Abilene, TX

2022 Chevrolet Trax LS

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

2022 Chevrolet Trax LS

Haskell, TX

UnscoredInsufficient · 0
$16,35030,998 mi

Haskell, TX

2015 Jeep Wrangler Unlimited Sahara

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

2015 Jeep Wrangler Unlimited Sahara

Abilene, TX

UnscoredRobust · 50
$16,995122,221 mi

Comparison: 50 similar vehicles

Abilene, TX

2021 Chevrolet Trailblazer LT

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

2021 Chevrolet Trailblazer LT

Anson, TX

Fair PriceModerate · 24
$16,99979,079 mi

Market: $11,263 – $24,900

Comparison: 24 similar vehicles

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

Anson, TX

2024 Nissan Kicks SV

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

2024 Nissan Kicks SV

Abilene, TX

UnscoredInsufficient · 4
$17,51952,347 mi

Comparison: 4 similar vehicles

Abilene, TX

2020 Chevrolet Blazer Premier

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

2020 Chevrolet Blazer Premier

Abilene, TX

UnscoredInsufficient · 0
$17,519110,267 mi

Abilene, TX

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Abilene, TX

Fair PriceRobust · 58
$17,59587,540 mi

Market: $8,940 – $24,995

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Abilene, TX

2023 Nissan Rogue S

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

2023 Nissan Rogue S

Abilene, TX

Fair PriceRobust · 73
$17,73966,580 mi

Market: $11,315 – $20,219

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Abilene, TX

2018 Jeep All-New Wrangler Unlimited Sport S

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

2018 Jeep All-New Wrangler Unlimited Sport S

Abilene, TX

UnscoredInsufficient · 4
$17,995111,711 mi

Comparison: 4 similar vehicles

Abilene, TX

2018 Toyota RAV4 Adventure

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

2018 Toyota RAV4 Adventure

Abilene, TX

UnscoredModerate · 25
$17,995122,983 mi

Comparison: 25 similar vehicles

Abilene, TX

2003 Ford Excursion XLT

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

2003 Ford Excursion XLT

Abilene, TX

UnscoredInsufficient · 0
$17,99556,883 mi

Abilene, TX

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Abilene, TX

Fair PriceRobust · 71
$18,87056,097 mi

Market: $16,494 – $23,995

Comparison: 71 similar vehicles

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

Abilene, TX

2020 Kia Telluride EX

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

2020 Kia Telluride EX

Abilene, TX

Fair PriceLimited · 15
$18,99596,243 mi

Market: $13,995 – $22,500

Comparison: 15 similar vehicles

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

Abilene, TX

2025 Buick Encore GX Preferred

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

2025 Buick Encore GX Preferred

Anson, TX

Fair PriceModerate · 28
$18,99937,919 mi

Market: $18,676 – $21,725

Comparison: 28 similar vehicles

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

Anson, TX

2024 Ford Escape Active

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

2024 Ford Escape Active

Abilene, TX

Fair PriceModerate · 28
$19,22553,422 mi

Market: $17,212 – $23,378

Comparison: 28 similar vehicles

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

Abilene, TX

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Abilene, TX

UnscoredInsufficient · 4
$19,22543,046 mi

Comparison: 4 similar vehicles

Abilene, TX

2021 Jeep Grand Cherokee L Altitude

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

2021 Jeep Grand Cherokee L Altitude

Abilene, TX

UnscoredModerate · 23
$19,325123,144 mi

Comparison: 23 similar vehicles

Abilene, TX

2023 Hyundai Kona SEL

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

2023 Hyundai Kona SEL

Abilene, TX

Fair PriceModerate · 31
$19,51934,104 mi

Market: $19,335 – $21,875

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Abilene, TX

2022 Jeep Renegade Latitude

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

2022 Jeep Renegade Latitude

Abilene, TX

Great DealModerate · 20
$19,72532,848 mi

Market: $22,220 – $22,445

Comparison: 20 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 224 days listed (based on current market benchmarks)

Abilene, TX

2025 Ford Escape Active

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

2025 Ford Escape Active

Abilene, TX

Fair PriceModerate · 44
$19,92548,707 mi

Market: $17,222 – $23,977

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Abilene, 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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