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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

105 listings found

2010 Jeep Commander Sport

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

2010 Jeep Commander Sport

Lordsburg, NM

UnscoredInsufficient · 0
$5,999202,386 mi

Lordsburg, NM

2007 Honda Element EX

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

2007 Honda Element EX

Silver City, NM

UnscoredInsufficient · 0
$5,999214,861 mi

Silver City, NM

2015 Ford Escape SE

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

2015 Ford Escape SE

Lordsburg, NM

UnscoredLimited · 9
$6,999137,500 mi

Comparison: 9 similar vehicles

Lordsburg, NM

2012 Mazda CX-9 Touring

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

2012 Mazda CX-9 Touring

Silver City, NM

UnscoredInsufficient · 0
$6,999182,717 mi

Silver City, NM

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Silver City, NM

UnscoredInsufficient · 0
$8,999148,624 mi

Silver City, NM

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Silver City, NM

UnscoredInsufficient · 0
$8,999169,970 mi

Silver City, NM

2010 Acura MDX Technology Package

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

2010 Acura MDX Technology Package

Silver City, NM

UnscoredInsufficient · 0
$8,999190,456 mi

Silver City, NM

2013 Honda Pilot Touring

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

2013 Honda Pilot Touring

Silver City, NM

UnscoredInsufficient · 0
$9,500192,065 mi

Silver City, NM

2011 Ford Expedition XLT

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

2011 Ford Expedition XLT

Lordsburg, NM

UnscoredInsufficient · 0
$9,99974,193 mi

Lordsburg, NM

2006 Jeep Wrangler X

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

2006 Jeep Wrangler X

Silver City, NM

UnscoredInsufficient · 0
$10,087135,423 mi

Silver City, NM

2004 Toyota Highlander Base

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

2004 Toyota Highlander Base

Silver City, NM

UnscoredInsufficient · 0
$10,594122,934 mi

Silver City, NM

2014 Jeep Cherokee Trailhawk

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

2014 Jeep Cherokee Trailhawk

Silver City, NM

UnscoredInsufficient · 0
$11,487119,839 mi

Silver City, NM

2012 Honda Pilot LX

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

2012 Honda Pilot LX

Silver City, NM

UnscoredInsufficient · 0
$11,999153,950 mi

Silver City, NM

2015 Jeep Cherokee Trailhawk

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

2015 Jeep Cherokee Trailhawk

Silver City, NM

UnscoredInsufficient · 3
$12,587108,687 mi

Comparison: 3 similar vehicles

Silver City, NM

2016 Honda CR-V LX

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

2016 Honda CR-V LX

Silver City, NM

UnscoredInsufficient · 0
$12,999236,189 mi

Silver City, NM

2015 Honda CR-V LX

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

2015 Honda CR-V LX

Silver City, NM

UnscoredLimited · 12
$12,999183,045 mi

Comparison: 12 similar vehicles

Silver City, NM

2006 Lexus GX 470

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

2006 Lexus GX 470

Silver City, NM

UnscoredInsufficient · 0
$12,999132,564 mi

Silver City, NM

2006 Lexus GX 470

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

2006 Lexus GX 470

Silver City, NM

UnscoredInsufficient · 0
$12,999132,564 mi

Silver City, NM

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

Silver City, NM

UnscoredModerate · 20
$13,999184,095 mi

Comparison: 20 similar vehicles

Silver City, NM

2015 Mercedes-Benz GL-Class GL450

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

2015 Mercedes-Benz GL-Class GL450

Silver City, NM

UnscoredInsufficient · 0
$13,999150,965 mi

Silver City, NM

2014 Dodge Durango R/T

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

2014 Dodge Durango R/T

Lordsburg, NM

UnscoredLimited · 5
$13,999118,668 mi

Comparison: 5 similar vehicles

Lordsburg, NM

2017 Ford Expedition King Ranch

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

2017 Ford Expedition King Ranch

Silver City, NM

UnscoredInsufficient · 4
$14,999206,153 mi

Comparison: 4 similar vehicles

Silver City, NM

2020 Ford Escape SEL

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

2020 Ford Escape SEL

Lordsburg, NM

Fair PriceLimited · 13
$15,59980,000 mi

Market: $12,995 – $17,580

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Lordsburg, NM

2021 Ford EcoSport Titanium

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

2021 Ford EcoSport Titanium

Silver City, NM

UnscoredInsufficient · 0
$17,58749,594 mi

Silver City, NM

2015 Toyota 4Runner SR5 Premium

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

2015 Toyota 4Runner SR5 Premium

Silver City, NM

UnscoredInsufficient · 0
$18,995210,477 mi

Silver City, NM

2020 Jeep Renegade Jeepster

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

2020 Jeep Renegade Jeepster

Silver City, NM

UnscoredInsufficient · 0
$19,08729,692 mi

Silver City, NM

2024 Jeep Compass Sport

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

2024 Jeep Compass Sport

Silver City, NM

UnscoredInsufficient · 0
$22,08734,046 mi

Silver City, NM

2023 Jeep Compass (RED) Edition

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

2023 Jeep Compass (RED) Edition

Silver City, NM

UnscoredInsufficient · 0
$23,08759,290 mi

Silver City, NM

2020 Honda CR-V EX-L

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

2020 Honda CR-V EX-L

Silver City, NM

OverpricedLimited · 17
$24,08784,829 mi

Market: $18,995 – $23,119

Comparison: 17 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Silver City, NM

2024 Ford Escape ST-Line

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

2024 Ford Escape ST-Line

Silver City, NM

UnscoredInsufficient · 0
$24,58731,768 mi

Silver City, NM

2023 Ford Escape ST-Line

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

2023 Ford Escape ST-Line

Lordsburg, NM

UnscoredInsufficient · 4
$24,99729,310 mi

Comparison: 4 similar vehicles

Lordsburg, NM

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

Silver City, NM

UnscoredLimited · 7
$26,08723,766 mi

Comparison: 7 similar vehicles

Silver City, NM

2023 Ford Escape Active

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

2023 Ford Escape Active

Lordsburg, NM

OverpricedLimited · 13
$26,59723,947 mi

Market: $18,998 – $25,580

Comparison: 13 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Lordsburg, NM

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Silver City, NM

OverpricedLimited · 14
$27,08747,392 mi

Market: $18,799 – $22,860

Comparison: 14 similar vehicles

Priced ~18% above the typical market range for similar vehicles (based on current market benchmarks)

Silver City, NM

2025 Ford Bronco Sport Big Bend

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

2025 Ford Bronco Sport Big Bend

Silver City, NM

Fair PriceRobust · 56
$27,59438,271 mi

Market: $23,949 – $30,112

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Silver City, NM

2023 GMC Terrain SLT

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

2023 GMC Terrain SLT

Silver City, NM

UnscoredInsufficient · 0
$27,59433,302 mi

Silver City, NM

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

Lordsburg, NM

OverpricedModerate · 37
$27,99942,207 mi

Market: $19,999 – $26,991

Comparison: 37 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Lordsburg, NM

2023 Ford Bronco Sport Big Bend

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

2023 Ford Bronco Sport Big Bend

Lordsburg, NM

UnscoredLimited · 5
$27,99913,245 mi

Comparison: 5 similar vehicles

Lordsburg, NM

2022 Toyota RAV4 LE

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

2022 Toyota RAV4 LE

Silver City, NM

UnscoredInsufficient · 0
$28,08750,266 mi

Silver City, NM

2026 Toyota Corolla Cross L

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

2026 Toyota Corolla Cross L

Silver City, NM

UnscoredInsufficient · 0
$28,4875,619 mi

Silver City, NM

2026 Jeep Compass Latitude Altitude

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

2026 Jeep Compass Latitude Altitude

Silver City, NM

UnscoredInsufficient · 3
$29,374Mileage not verified

Comparison: 3 similar vehicles

Silver City, NM

2026 Toyota Corolla Cross LE

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

2026 Toyota Corolla Cross LE

Silver City, NM

Fair PriceModerate · 39
$30,404Mileage not verified

Market: $29,899 – $33,065

Comparison: 39 similar vehicles

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

Silver City, NM

2025 Chevrolet Equinox LT

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

2025 Chevrolet Equinox LT

Silver City, NM

OverpricedLimited · 12
$30,58729,139 mi

Market: $23,995 – $27,558

Comparison: 12 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Silver City, NM

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Lordsburg, NM

UnscoredInsufficient · 0
$30,97719,781 mi

Lordsburg, NM

2026 Toyota Corolla Cross LE

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

2026 Toyota Corolla Cross LE

Silver City, NM

Fair PriceModerate · 39
$31,704Mileage not verified

Market: $29,899 – $33,065

Comparison: 39 similar vehicles

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

Silver City, NM

2021 Jeep Grand Cherokee L Overland

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

2021 Jeep Grand Cherokee L Overland

Silver City, NM

OverpricedLimited · 15
$32,08762,837 mi

Market: $26,125 – $28,995

Comparison: 15 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Silver City, NM

2018 Toyota Sequoia Platinum

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

2018 Toyota Sequoia Platinum

Silver City, NM

UnscoredInsufficient · 0
$33,487151,514 mi

Silver City, NM

2026 Jeep Wrangler 2-Door Sport

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

2026 Jeep Wrangler 2-Door Sport

Silver City, NM

Fair PriceModerate · 34
$33,498Mileage not verified

Market: $32,994 – $43,652

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 147 days listed (based on current market benchmarks)

Silver City, NM

2023 Ford Explorer XLT

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

2023 Ford Explorer XLT

Lordsburg, NM

OverpricedRobust · 58
$33,79730,527 mi

Market: $26,987 – $33,587

Comparison: 58 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Lordsburg, NM

2025 Ford Bronco Sport Outer Banks

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

2025 Ford Bronco Sport Outer Banks

Lordsburg, NM

Fair PriceModerate · 29
$34,625Mileage not verified

Market: $30,235 – $40,500

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 371 days listed (based on current market benchmarks)

Lordsburg, 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. 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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