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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 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

39 listings found

2004 Jeep Grand Cherokee Limited

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

2004 Jeep Grand Cherokee Limited

Peyton, CO

UnscoredInsufficient · 3
$3,495Mileage not verified

Comparison: 3 similar vehicles

Peyton, CO

2008 Mazda CX-9 Grand Touring

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

2008 Mazda CX-9 Grand Touring

Peyton, CO

UnscoredInsufficient · 0
$3,999Mileage not verified

Peyton, CO

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Peyton, CO

UnscoredInsufficient · 0
$4,495Mileage not verified

Peyton, CO

2007 Honda Pilot EX

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

2007 Honda Pilot EX

Peyton, CO

UnscoredInsufficient · 3
$4,799Mileage not verified

Comparison: 3 similar vehicles

Peyton, CO

2008 GMC Acadia SLE

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

2008 GMC Acadia SLE

Peyton, CO

UnscoredInsufficient · 0
$4,895Mileage not verified

Peyton, CO

2015 Ford Escape Titanium

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

2015 Ford Escape Titanium

Peyton, CO

UnscoredLimited · 15
$5,495Mileage not verified

Comparison: 15 similar vehicles

Peyton, CO

2003 Saturn VUE Base

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

2003 Saturn VUE Base

Peyton, CO

UnscoredInsufficient · 0
$5,495Mileage not verified

Peyton, CO

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Peyton, CO

Fair PriceLimited · 11
$5,599Mileage not verified

Market: $4,900 – $9,484

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 561 days listed (based on current market benchmarks)

Peyton, CO

2003 Honda CR-V EX

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

2003 Honda CR-V EX

Peyton, CO

UnscoredInsufficient · 0
$5,599Mileage not verified

Peyton, CO

2001 Isuzu Rodeo LS

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

2001 Isuzu Rodeo LS

Peyton, CO

UnscoredInsufficient · 0
$5,99999,980 mi

Peyton, CO

2016 Jeep Patriot Latitude

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

2016 Jeep Patriot Latitude

Peyton, CO

UnscoredLimited · 5
$6,889135,933 mi

Comparison: 5 similar vehicles

Peyton, CO

2013 Jeep Patriot Latitude

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

2013 Jeep Patriot Latitude

Peyton, CO

UnscoredInsufficient · 0
$6,995104,802 mi

Peyton, CO

2017 Jeep Patriot Sport SE

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

2017 Jeep Patriot Sport SE

Peyton, CO

UnscoredLimited · 9
$7,795Mileage not verified

Comparison: 9 similar vehicles

Peyton, CO

2009 Jeep Wrangler X

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

2009 Jeep Wrangler X

Peyton, CO

UnscoredInsufficient · 4
$7,999150,388 mi

Comparison: 4 similar vehicles

Peyton, CO

2008 Toyota RAV4 Limited

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

2008 Toyota RAV4 Limited

Peyton, CO

UnscoredLimited · 11
$8,995128,380 mi

Comparison: 11 similar vehicles

Peyton, CO

2018 Land Rover Range Rover Evoque Landmark Edition

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

2018 Land Rover Range Rover Evoque Landmark Edition

Elizabeth, CO

UnscoredInsufficient · 0
$9,900100,619 mi

Elizabeth, CO

1999 Chevrolet Suburban Base

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

1999 Chevrolet Suburban Base

Kiowa, CO

UnscoredInsufficient · 0
$11,800156,332 mi

Kiowa, CO

2015 Cadillac Escalade ESV Premium

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

2015 Cadillac Escalade ESV Premium

Elizabeth, CO

UnscoredInsufficient · 0
$11,900178,061 mi

Elizabeth, CO

2016 BMW X5 xDrive50i

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

2016 BMW X5 xDrive50i

Elizabeth, CO

UnscoredInsufficient · 4
$12,900106,156 mi

Comparison: 4 similar vehicles

Elizabeth, CO

2018 Honda Pilot EX

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

2018 Honda Pilot EX

Elizabeth, CO

UnscoredInsufficient · 0
$13,900130,816 mi

Elizabeth, CO

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

Elizabeth, CO

Fair PriceLimited · 11
$13,90098,259 mi

Market: $9,790 – $19,988

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 102 days listed (based on current market benchmarks)

Elizabeth, CO

2019 Jeep Wrangler Unlimited Sport S

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

2019 Jeep Wrangler Unlimited Sport S

Elizabeth, CO

UnscoredModerate · 25
$14,900127,857 mi

Comparison: 25 similar vehicles

Elizabeth, CO

2012 Land Rover LR4 Base

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

2012 Land Rover LR4 Base

Kiowa, CO

UnscoredInsufficient · 0
$15,88265,169 mi

Kiowa, CO

2015 Porsche Macan S

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

2015 Porsche Macan S

Elizabeth, CO

UnscoredLimited · 6
$15,90077,491 mi

Comparison: 6 similar vehicles

Elizabeth, CO

2018 Dodge Durango GT

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

2018 Dodge Durango GT

Kiowa, CO

Fair PriceLimited · 11
$21,48163,432 mi

Market: $13,900 – $21,685

Comparison: 11 similar vehicles

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

Kiowa, CO

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

Limon, CO

Fair PriceRobust · 169
$31,230Mileage not verified

Market: $27,304 – $36,205

Comparison: 169 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 97 days listed (based on current market benchmarks)

Limon, CO

2022 Cadillac XT5 Sport

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

2022 Cadillac XT5 Sport

Kiowa, CO

UnscoredInsufficient · 0
$34,80045,257 mi

Kiowa, CO

2026 Jeep Cherokee Limited

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

2026 Jeep Cherokee Limited

Limon, CO

Fair PriceRobust · 235
$38,783Mileage not verified

Market: $33,524 – $47,394

Comparison: 235 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 272 days listed (based on current market benchmarks)

Limon, CO

2024 Jeep Wagoneer Series III

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

2024 Jeep Wagoneer Series III

Limon, CO

UnscoredInsufficient · 0
$40,15462,780 mi

Limon, CO

2023 Jeep Grand Cherokee L Summit Reserve

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

2023 Jeep Grand Cherokee L Summit Reserve

Limon, CO

UnscoredInsufficient · 0
$43,88445,678 mi

Limon, CO

2027 Jeep Cherokee Limited Altitude

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

2027 Jeep Cherokee Limited Altitude

Limon, CO

Fair PriceModerate · 40
$44,630Mileage not verified

Market: $43,133 – $46,329

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Limon, CO

2026 Jeep Grand Cherokee 85th Anniversary Edition

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

2026 Jeep Grand Cherokee 85th Anniversary Edition

Limon, CO

Fair PriceRobust · 91
$46,710Mileage not verified

Market: $43,092 – $53,434

Comparison: 91 similar vehicles

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

Limon, CO

2026 Jeep Grand Cherokee L 85th Anniversary Edition

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

2026 Jeep Grand Cherokee L 85th Anniversary Edition

Limon, CO

Fair PriceRobust · 82
$47,990Mileage not verified

Market: $44,429 – $57,024

Comparison: 82 similar vehicles

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

Limon, CO

2022 GMC Yukon XL AT4

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

2022 GMC Yukon XL AT4

Kiowa, CO

UnscoredInsufficient · 0
$52,88357,348 mi

Kiowa, CO

2027 Dodge Durango GT HEMI Plus V8

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

2027 Dodge Durango GT HEMI Plus V8

Limon, CO

Fair PriceRobust · 109
$52,930Mileage not verified

Market: $50,437 – $54,089

Comparison: 109 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Limon, CO

2027 Jeep Grand Cherokee L Limited

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

2027 Jeep Grand Cherokee L Limited

Limon, CO

Fair PriceRobust · 120
$54,560Mileage not verified

Market: $50,071 – $56,989

Comparison: 120 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Limon, CO

2027 Jeep Grand Cherokee L Summit

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

2027 Jeep Grand Cherokee L Summit

Limon, CO

Fair PriceRobust · 67
$67,565Mileage not verified

Market: $63,271 – $70,686

Comparison: 67 similar vehicles

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

Limon, CO

2026 Jeep Grand Wagoneer L Base

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

2026 Jeep Grand Wagoneer L Base

Limon, CO

Fair PriceModerate · 20
$71,968Mileage not verified

Market: $66,041 – $78,923

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Limon, CO

2026 Jeep Grand Wagoneer Limited Reserve

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

2026 Jeep Grand Wagoneer Limited Reserve

Limon, CO

Fair PriceRobust · 74
$78,302Mileage not verified

Market: $71,897 – $81,863

Comparison: 74 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 262 days listed (based on current market benchmarks)

Limon, CO

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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