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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 9, 2026

7.3M+

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

293 listings found

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Chantilly, VA

Unscored
$5,499130,996 mi

Comparison: 6 similar vehicles

Chantilly, VA

2011 Jeep Compass Latitude

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

2011 Jeep Compass Latitude

Chantilly, VA

Unscored
$5,500110,308 mi

Comparison: 7 similar vehicles

Chantilly, VA

2000 Jeep Grand Cherokee LAREDO

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

2000 Jeep Grand Cherokee LAREDO

Chantilly, VA

UnscoredInsufficient · 4
$5,500121,043 mi

Comparison: 4 similar vehicles

Chantilly, VA

2005 Jeep Grand Cherokee Laredo

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

2005 Jeep Grand Cherokee Laredo

Chantilly, VA

Unscored
$5,945118,144 mi

Comparison: 7 similar vehicles

Chantilly, VA

2015 Jeep Compass Latitude

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

2015 Jeep Compass Latitude

Chantilly, VA

Unscored
$5,999149,807 mi

Comparison: 13 similar vehicles

Chantilly, VA

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Chantilly, VA

Unscored
$6,299126,245 mi

Comparison: 5 similar vehicles

Chantilly, VA

2013 Jeep Patriot Latitude

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

2013 Jeep Patriot Latitude

Chantilly, VA

UnscoredInsufficient · 4
$6,422131,528 mi

Comparison: 4 similar vehicles

Chantilly, VA

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Chantilly, VA

Fair PriceLimited · 16
$6,999100,101 mi

Market: $5,994 – $13,797

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 115 days listed (based on current market benchmarks)

Chantilly, VA

2015 Jeep Compass Latitude

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

2015 Jeep Compass Latitude

Chantilly, VA

Fair PriceLimited · 13
$7,10795,145 mi

Market: $5,000 – $9,250

Comparison: 13 similar vehicles

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

Chantilly, VA

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Chantilly, VA

Unscored
$7,29584,694 mi

Comparison: 5 similar vehicles

Chantilly, VA

2012 Jeep Liberty Sport

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

2012 Jeep Liberty Sport

Chantilly, VA

Unscored
$7,49596,260 mi

Comparison: 6 similar vehicles

Chantilly, VA

2016 Jeep Grand Cherokee Laredo E

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

2016 Jeep Grand Cherokee Laredo E

Chantilly, VA

Unscored
$7,499205,593 mi

Comparison: 54 similar vehicles

Chantilly, VA

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Chantilly, VA

Unscored
$7,836154,422 mi

Comparison: 8 similar vehicles

Chantilly, VA

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Chantilly, VA

Unscored
$7,99592,012 mi

Comparison: 6 similar vehicles

Chantilly, VA

2013 Jeep Wrangler Unlimited Sahara

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

2013 Jeep Wrangler Unlimited Sahara

Chantilly, VA

Unscored
$7,995182,200 mi

Comparison: 15 similar vehicles

Chantilly, VA

2008 Jeep Liberty Limited

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

2008 Jeep Liberty Limited

Chantilly, VA

UnscoredInsufficient · 0
$7,99550,826 mi

Chantilly, VA

2015 Jeep Cherokee Trailhawk

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

2015 Jeep Cherokee Trailhawk

Chantilly, VA

UnscoredInsufficient · 3
$7,999137,363 mi

Comparison: 3 similar vehicles

Chantilly, VA

2009 Jeep Wrangler X

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

2009 Jeep Wrangler X

Chantilly, VA

Fair PriceLimited · 13
$7,999118,879 mi

Market: $7,653 – $15,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Chantilly, VA

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Chantilly, VA

Unscored
$8,00093,130 mi

Comparison: 5 similar vehicles

Chantilly, VA

2009 Jeep Wrangler Sahara

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

2009 Jeep Wrangler Sahara

Chantilly, VA

Unscored
$8,297147,852 mi

Comparison: 8 similar vehicles

Chantilly, VA

2008 Jeep Wrangler Unlimited Sahara

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

2008 Jeep Wrangler Unlimited Sahara

Chantilly, VA

Unscored
$8,49992,235 mi

Comparison: 7 similar vehicles

Chantilly, VA

2014 Jeep Grand Cherokee Overland

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

2014 Jeep Grand Cherokee Overland

Chantilly, VA

UnscoredInsufficient · 3
$8,500136,262 mi

Comparison: 3 similar vehicles

Chantilly, VA

2013 Jeep Grand Cherokee Laredo X

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

2013 Jeep Grand Cherokee Laredo X

Chantilly, VA

Fair PriceLimited · 19
$8,995105,102 mi

Market: $5,999 – $11,795

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Chantilly, VA

2017 Jeep Compass High Altitude

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

2017 Jeep Compass High Altitude

Chantilly, VA

UnscoredInsufficient · 3
$8,99975,972 mi

Comparison: 3 similar vehicles

Chantilly, VA

2017 Jeep Cherokee Limited

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

2017 Jeep Cherokee Limited

Chantilly, VA

Unscored
$8,999134,921 mi

Comparison: 5 similar vehicles

Chantilly, VA

2017 Jeep Grand Cherokee Laredo

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

2017 Jeep Grand Cherokee Laredo

Chantilly, VA

Unscored
$8,999143,402 mi

Comparison: 6 similar vehicles

Chantilly, VA

2016 Jeep Cherokee Limited

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

2016 Jeep Cherokee Limited

Chantilly, VA

UnscoredInsufficient · 4
$8,999117,855 mi

Comparison: 4 similar vehicles

Chantilly, VA

2012 Jeep Grand Cherokee Limited

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

2012 Jeep Grand Cherokee Limited

Chantilly, VA

Fair PriceLimited · 12
$9,500102,579 mi

Market: $5,999 – $10,488

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 906 days listed (based on current market benchmarks)

Chantilly, VA

2010 Jeep Wrangler Unlimited Sport

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

2010 Jeep Wrangler Unlimited Sport

Chantilly, VA

Fair PriceModerate · 45
$9,794Mileage not verified

Market: $5,999 – $16,990

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Chantilly, VA

2019 Jeep Compass Trailhawk

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

2019 Jeep Compass Trailhawk

Chantilly, VA

Unscored
$9,799127,376 mi

Comparison: 7 similar vehicles

Chantilly, VA

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Chantilly, VA

Fair PriceModerate · 35
$9,82197,224 mi

Market: $3,995 – $12,999

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Chantilly, VA

2020 Jeep Renegade Jeepster

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

2020 Jeep Renegade Jeepster

Chantilly, VA

Unscored
$9,98765,000 mi

Comparison: 5 similar vehicles

Chantilly, VA

2017 Jeep Wrangler Unlimited Sport S

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

2017 Jeep Wrangler Unlimited Sport S

Chantilly, VA

Unscored
$9,995139,287 mi

Comparison: 17 similar vehicles

Chantilly, VA

2018 Jeep Compass Sport

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

2018 Jeep Compass Sport

Chantilly, VA

UnscoredInsufficient · 3
$9,99994,018 mi

Comparison: 3 similar vehicles

Chantilly, VA

2017 Jeep Compass Latitude

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

2017 Jeep Compass Latitude

Chantilly, VA

Fair PriceLimited · 12
$9,999100,123 mi

Market: $6,350 – $15,295

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Chantilly, VA

2013 Jeep Wrangler Sport

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

2013 Jeep Wrangler Sport

Chantilly, VA

Great DealModerate · 20
$9,999110,608 mi

Market: $10,948 – $12,995

Comparison: 20 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 72 days listed (based on current market benchmarks)

Chantilly, VA

2008 Jeep Wrangler Unlimited X

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

2008 Jeep Wrangler Unlimited X

Chantilly, VA

Unscored
$9,999123,240 mi

Comparison: 12 similar vehicles

Chantilly, VA

2018 Jeep Compass Limited

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

2018 Jeep Compass Limited

Chantilly, VA

UnscoredInsufficient · 3
$10,250134,179 mi

Comparison: 3 similar vehicles

Chantilly, VA

2020 Jeep Renegade Latitude

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

2020 Jeep Renegade Latitude

Chantilly, VA

UnscoredInsufficient · 4
$10,49591,968 mi

Comparison: 4 similar vehicles

Chantilly, VA

2018 Jeep Compass Latitude

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

2018 Jeep Compass Latitude

Chantilly, VA

Fair PriceModerate · 27
$10,49579,666 mi

Market: $8,900 – $17,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Chantilly, VA

2006 Jeep Commander Limited

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

2006 Jeep Commander Limited

Chantilly, VA

Unscored
$10,49576,857 mi

Comparison: 9 similar vehicles

Chantilly, VA

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

Chantilly, VA

Unscored
$10,688141,980 mi

Comparison: 31 similar vehicles

Chantilly, VA

2019 Jeep Grand Cherokee Upland

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

2019 Jeep Grand Cherokee Upland

Chantilly, VA

Unscored
$10,999184,176 mi

Comparison: 9 similar vehicles

Chantilly, VA

2018 Jeep Cherokee Limited

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

2018 Jeep Cherokee Limited

Chantilly, VA

Fair PriceRobust · 56
$11,421104,572 mi

Market: $5,300 – $20,998

Comparison: 56 similar vehicles

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

Chantilly, VA

2007 Jeep Wrangler X

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

2007 Jeep Wrangler X

Chantilly, VA

UnscoredInsufficient · 3
$11,49560,409 mi

Comparison: 3 similar vehicles

Chantilly, VA

2016 Jeep Wrangler Sport S

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

2016 Jeep Wrangler Sport S

Chantilly, VA

Unscored
$11,499141,399 mi

Comparison: 10 similar vehicles

Chantilly, VA

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

Chantilly, VA

Fair PriceModerate · 25
$11,995114,551 mi

Market: $9,444 – $16,190

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 141 days listed (based on current market benchmarks)

Chantilly, VA

2011 Jeep Wrangler Unlimited Sport

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

2011 Jeep Wrangler Unlimited Sport

Chantilly, VA

Unscored
$11,995132,718 mi

Comparison: 11 similar vehicles

Chantilly, VA

2007 Jeep Wrangler Unlimited Sahara

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

2007 Jeep Wrangler Unlimited Sahara

Chantilly, VA

Fair PriceLimited · 18
$11,99587,710 mi

Market: $5,950 – $18,999

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 226 days listed (based on current market benchmarks)

Chantilly, VA

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Chantilly, VA

Fair PriceModerate · 36
$11,999101,452 mi

Market: $9,495 – $19,990

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 422 days listed (based on current market benchmarks)

Chantilly, VA

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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