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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

329 listings found

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Edgewood, NM

UnscoredInsufficient · 3
$14,99977,575 mi

Comparison: 3 similar vehicles

Edgewood, NM

2018 Jeep Compass Sport

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

2018 Jeep Compass Sport

Edgewood, NM

UnscoredInsufficient · 0
$17,43248,662 mi

Edgewood, NM

2023 Kia Seltos S

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

2023 Kia Seltos S

Edgewood, NM

UnscoredInsufficient · 0
$18,49947,593 mi

Edgewood, NM

2024 Chevrolet Trax LS

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

2024 Chevrolet Trax LS

Edgewood, NM

UnscoredInsufficient · 4
$19,43270,928 mi

Comparison: 4 similar vehicles

Edgewood, NM

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Edgewood, NM

Unscored
$19,432106,491 mi

Comparison: 5 similar vehicles

Edgewood, NM

2016 Jeep Wrangler Unlimited Sahara

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

2016 Jeep Wrangler Unlimited Sahara

Edgewood, NM

Unscored
$19,43287,871 mi

Comparison: 5 similar vehicles

Edgewood, NM

2021 Nissan Rogue Platinum

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

2021 Nissan Rogue Platinum

Edgewood, NM

UnscoredInsufficient · 0
$19,48659,342 mi

Edgewood, NM

2025 Volkswagen Jetta Sport

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

2025 Volkswagen Jetta Sport

Edgewood, NM

UnscoredInsufficient · 3
$19,88629,851 mi

Comparison: 3 similar vehicles

Edgewood, NM

2022 Ford Escape SE

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

2022 Ford Escape SE

Edgewood, NM

UnscoredInsufficient · 0
$19,99552,537 mi

Edgewood, NM

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Edgewood, NM

Fair PriceLimited · 11
$20,93269,228 mi

Market: $13,750 – $20,958

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Edgewood, NM

2019 RAM 1500 Classic Tradesman

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

2019 RAM 1500 Classic Tradesman

Edgewood, NM

UnscoredInsufficient · 3
$21,43276,733 mi

Comparison: 3 similar vehicles

Edgewood, NM

2023 Mitsubishi Eclipse Cross SE

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

2023 Mitsubishi Eclipse Cross SE

Edgewood, NM

UnscoredInsufficient · 0
$21,83245,533 mi

Edgewood, NM

2022 Ford Explorer XLT

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

2022 Ford Explorer XLT

Edgewood, NM

UnscoredInsufficient · 4
$21,99590,529 mi

Comparison: 4 similar vehicles

Edgewood, NM

2025 Hyundai Sonata SEL

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

2025 Hyundai Sonata SEL

Edgewood, NM

UnscoredInsufficient · 4
$21,99955,701 mi

Comparison: 4 similar vehicles

Edgewood, NM

2019 Dodge Charger SXT

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

2019 Dodge Charger SXT

Edgewood, NM

UnscoredInsufficient · 0
$22,43215,893 mi

Edgewood, NM

2019 Honda CR-V EX

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

2019 Honda CR-V EX

Edgewood, NM

Unscored
$22,43260,430 mi

Comparison: 5 similar vehicles

Edgewood, NM

2016 Chevrolet Colorado Z71

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

2016 Chevrolet Colorado Z71

Edgewood, NM

UnscoredInsufficient · 0
$22,93280,920 mi

Edgewood, NM

2020 Ford Explorer Limited

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

2020 Ford Explorer Limited

Edgewood, NM

UnscoredInsufficient · 4
$22,99584,806 mi

Comparison: 4 similar vehicles

Edgewood, NM

2022 Mercedes-Benz GLA GLA250

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

2022 Mercedes-Benz GLA GLA250

Edgewood, NM

UnscoredInsufficient · 0
$23,88644,164 mi

Edgewood, NM

2021 Toyota Camry SE

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

2021 Toyota Camry SE

Edgewood, NM

UnscoredInsufficient · 0
$23,93255,101 mi

Edgewood, NM

2021 Ford Ranger XLT

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

2021 Ford Ranger XLT

Edgewood, NM

UnscoredInsufficient · 0
$24,78554,862 mi

Edgewood, NM

2021 Audi A4 Premium

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

2021 Audi A4 Premium

Edgewood, NM

UnscoredInsufficient · 0
$24,99534,728 mi

Edgewood, NM

2024 Ford Ranger XL

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

2024 Ford Ranger XL

Edgewood, NM

UnscoredInsufficient · 0
$25,832100,039 mi

Edgewood, NM

2025 Hyundai Tucson SEL

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

2025 Hyundai Tucson SEL

Edgewood, NM

UnscoredInsufficient · 0
$25,88620,141 mi

Edgewood, NM

2020 Ford Expedition XLT

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

2020 Ford Expedition XLT

Edgewood, NM

UnscoredInsufficient · 4
$25,89999,891 mi

Comparison: 4 similar vehicles

Edgewood, NM

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Edgewood, NM

Great DealModerate · 38
$26,331Mileage not verified

Market: $28,494 – $32,498

Comparison: 38 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 71 days listed (based on current market benchmarks)

Edgewood, NM

2022 Lincoln Corsair Reserve

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

2022 Lincoln Corsair Reserve

Edgewood, NM

UnscoredInsufficient · 0
$26,93237,436 mi

Edgewood, NM

2023 Lexus NX 250

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

2023 Lexus NX 250

Edgewood, NM

UnscoredInsufficient · 0
$27,83262,709 mi

Edgewood, NM

2022 Jeep Wrangler Unlimited Sahara 4XE

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

2022 Jeep Wrangler Unlimited Sahara 4XE

Edgewood, NM

UnscoredInsufficient · 0
$27,93248,423 mi

Edgewood, NM

2022 Toyota RAV4 XLE

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

2022 Toyota RAV4 XLE

Edgewood, NM

UnscoredInsufficient · 3
$28,99570,804 mi

Comparison: 3 similar vehicles

Edgewood, NM

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Edgewood, NM

Fair PriceModerate · 38
$29,002Mileage not verified

Market: $26,331 – $32,498

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Edgewood, NM

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Edgewood, NM

Fair PriceModerate · 38
$29,002Mileage not verified

Market: $26,331 – $32,498

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Edgewood, NM

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Edgewood, NM

Fair PriceModerate · 38
$29,2361,030 mi

Market: $26,331 – $32,498

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Edgewood, NM

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Edgewood, NM

Fair PriceModerate · 38
$29,2361,134 mi

Market: $26,331 – $32,498

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Edgewood, NM

2026 Ford Maverick XL

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

2026 Ford Maverick XL

Edgewood, NM

Fair PriceModerate · 38
$29,248Mileage not verified

Market: $26,331 – $32,498

Comparison: 38 similar vehicles

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

Edgewood, NM

2023 Jeep Wrangler 4xe Sahara 4XE

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

2023 Jeep Wrangler 4xe Sahara 4XE

Edgewood, NM

UnscoredInsufficient · 0
$29,43236,136 mi

Edgewood, NM

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Edgewood, NM

Fair PriceRobust · 127
$29,5181,330 mi

Market: $28,368 – $38,485

Comparison: 127 similar vehicles

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

Edgewood, NM

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Edgewood, NM

Fair PriceRobust · 116
$29,5711,043 mi

Market: $28,132 – $42,855

Comparison: 116 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Edgewood, NM

2025 Subaru Outback Limited

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

2025 Subaru Outback Limited

Edgewood, NM

UnscoredInsufficient · 0
$29,98311,582 mi

Edgewood, NM

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Edgewood, NM

Fair PriceRobust · 116
$30,2862,786 mi

Market: $28,132 – $42,855

Comparison: 116 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 136 days listed (based on current market benchmarks)

Edgewood, NM

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Edgewood, NM

Fair PriceRobust · 127
$30,368Mileage not verified

Market: $28,368 – $38,485

Comparison: 127 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Edgewood, NM

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Edgewood, NM

Fair PriceRobust · 116
$30,6731,351 mi

Market: $28,132 – $42,855

Comparison: 116 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Edgewood, NM

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Edgewood, NM

Fair PriceRobust · 83
$30,740Mileage not verified

Market: $30,639 – $43,170

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Edgewood, NM

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Edgewood, NM

Fair PriceRobust · 83
$30,749Mileage not verified

Market: $30,639 – $43,170

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Edgewood, NM

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Edgewood, NM

Fair PriceRobust · 83
$30,749Mileage not verified

Market: $30,639 – $43,170

Comparison: 83 similar vehicles

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

Edgewood, NM

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Edgewood, NM

Fair PriceRobust · 117
$30,9751,659 mi

Market: $28,132 – $42,855

Comparison: 117 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Edgewood, NM

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Edgewood, NM

Fair PriceRobust · 83
$31,0211,285 mi

Market: $30,639 – $43,170

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Edgewood, NM

2026 Ford Bronco Sport Big Bend

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

2026 Ford Bronco Sport Big Bend

Edgewood, NM

Fair PriceRobust · 127
$31,025Mileage not verified

Market: $28,368 – $38,485

Comparison: 127 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Edgewood, NM

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Edgewood, NM

Fair PriceRobust · 83
$31,214Mileage not verified

Market: $30,639 – $43,170

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Edgewood, NM

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Edgewood, NM

Fair PriceRobust · 83
$31,3611,861 mi

Market: $30,639 – $43,170

Comparison: 83 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Edgewood, NM

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.
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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