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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 27, 2026

6.1M+

Unique vehicles analyzed

as of October 27, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

219 listings found

2011 Jeep Compass Base

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

2011 Jeep Compass Base

Manassas, VA

Salvage title
$5,995152,673 mi

Manassas, VA

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Manassas, VA

UnscoredRobust · 89
$6,495155,810 mi

Comparison: 89 similar vehicles

Manassas, VA

2015 Jeep Grand Cherokee Laredo E

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

2015 Jeep Grand Cherokee Laredo E

Manassas, VA

UnscoredModerate · 31
$6,900173,238 mi

Comparison: 31 similar vehicles

Manassas, VA

2015 Jeep Renegade Latitude

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

2015 Jeep Renegade Latitude

Manassas, VA

UnscoredRobust · 74
$6,998156,340 mi

Comparison: 74 similar vehicles

Manassas, VA

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Manassas, VA

UnscoredLimited · 14
$7,495160,979 mi

Comparison: 14 similar vehicles

Manassas, VA

2021 Jeep Compass Altitude

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

2021 Jeep Compass Altitude

Manassas, VA

UnscoredLimited · 10
$7,498179,721 mi

Comparison: 10 similar vehicles

Manassas, VA

2017 Jeep Cherokee Trailhawk

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

2017 Jeep Cherokee Trailhawk

Manassas, VA

UnscoredLimited · 12
$9,498172,819 mi

Comparison: 12 similar vehicles

Manassas, VA

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Manassas, VA

UnscoredLimited · 14
$9,799121,225 mi

Comparison: 14 similar vehicles

Manassas, VA

2015 Jeep Patriot Latitude

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

2015 Jeep Patriot Latitude

Manassas, VA

UnscoredInsufficient · 3
$9,979106,703 mi

Comparison: 3 similar vehicles

Manassas, VA

2017 Jeep All-New Compass Latitude

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

2017 Jeep All-New Compass Latitude

Manassas, VA

Fair PriceModerate · 27
$9,98690,461 mi

Market: $1,295 – $17,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Manassas, VA

2015 Jeep Grand Cherokee Overland

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

2015 Jeep Grand Cherokee Overland

Manassas, VA

UnscoredLimited · 12
$10,002130,466 mi

Comparison: 12 similar vehicles

Manassas, 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

Manassas, VA

UnscoredModerate · 29
$10,650124,297 mi

Comparison: 29 similar vehicles

Manassas, VA

2016 Jeep Renegade Trailhawk

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

2016 Jeep Renegade Trailhawk

Manassas, VA

UnscoredLimited · 9
$10,698133,031 mi

Comparison: 9 similar vehicles

Manassas, VA

2014 Jeep Patriot Limited

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

2014 Jeep Patriot Limited

Manassas, VA

UnscoredLimited · 6
$10,900118,109 mi

Comparison: 6 similar vehicles

Manassas, VA

2013 Jeep Wrangler Sport

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

2013 Jeep Wrangler Sport

Manassas, VA

UnscoredLimited · 16
$11,379125,972 mi

Comparison: 16 similar vehicles

Manassas, VA

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Manassas, VA

Great DealModerate · 27
$11,599103,160 mi

Market: $12,989 – $16,985

Comparison: 27 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 269 days listed (based on current market benchmarks)

Manassas, 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

Manassas, VA

UnscoredInsufficient · 3
$11,695131,432 mi

Comparison: 3 similar vehicles

Manassas, VA

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Manassas, VA

UnscoredModerate · 22
$11,786125,292 mi

Comparison: 22 similar vehicles

Manassas, VA

2015 Jeep Grand Cherokee Altitude

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

2015 Jeep Grand Cherokee Altitude

Manassas, VA

UnscoredInsufficient · 3
$11,786133,009 mi

Comparison: 3 similar vehicles

Manassas, VA

2017 Jeep Renegade Latitude

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

2017 Jeep Renegade Latitude

Manassas, VA

Fair PriceModerate · 22
$11,89484,020 mi

Market: $6,475 – $14,834

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Manassas, 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

Manassas, VA

UnscoredInsufficient · 4
$11,900159,927 mi

Comparison: 4 similar vehicles

Manassas, VA

2018 Jeep Grand Cherokee Limited

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

2018 Jeep Grand Cherokee Limited

Manassas, VA

UnscoredModerate · 21
$12,086128,668 mi

Comparison: 21 similar vehicles

Manassas, VA

2016 Jeep Grand Cherokee Limited

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

2016 Jeep Grand Cherokee Limited

Manassas, VA

UnscoredLimited · 8
$12,194123,000 mi

Comparison: 8 similar vehicles

Manassas, VA

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Manassas, VA

UnscoredInsufficient · 3
$12,29076,715 mi

Comparison: 3 similar vehicles

Manassas, 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

Manassas, VA

Fair PriceModerate · 41
$12,55585,753 mi

Market: $3,500 – $15,590

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 207 days listed (based on current market benchmarks)

Manassas, VA

2013 Jeep Wrangler Unlimited Sport

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

2013 Jeep Wrangler Unlimited Sport

Manassas, VA

UnscoredLimited · 9
$12,586163,898 mi

Comparison: 9 similar vehicles

Manassas, VA

2019 Jeep Renegade Altitude Package

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

2019 Jeep Renegade Altitude Package

Manassas, VA

UnscoredLimited · 9
$12,89476,390 mi

Comparison: 9 similar vehicles

Manassas, VA

2015 Jeep Cherokee Limited

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

2015 Jeep Cherokee Limited

Manassas, VA

UnscoredLimited · 6
$12,900113,768 mi

Comparison: 6 similar vehicles

Manassas, VA

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Manassas, VA

UnscoredModerate · 22
$12,990130,000 mi

Comparison: 22 similar vehicles

Manassas, VA

2017 Jeep Patriot Sport

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

2017 Jeep Patriot Sport

Manassas, VA

Fair PriceRobust · 107
$12,99598,680 mi

Market: $4,999 – $13,998

Comparison: 107 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1104 days listed (based on current market benchmarks)

Manassas, VA

2017 Jeep Cherokee Sport

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

2017 Jeep Cherokee Sport

Manassas, VA

UnscoredLimited · 11
$12,99548,189 mi

Comparison: 11 similar vehicles

Manassas, VA

2015 Jeep Wrangler Sport

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

2015 Jeep Wrangler Sport

Manassas, VA

Fair PriceRobust · 85
$12,99593,098 mi

Market: $7,395 – $24,999

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 172 days listed (based on current market benchmarks)

Manassas, 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

Manassas, VA

Fair PriceLimited · 17
$12,99596,489 mi

Market: $6,475 – $18,998

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 509 days listed (based on current market benchmarks)

Manassas, VA

2017 Jeep Grand Cherokee Altitude

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

2017 Jeep Grand Cherokee Altitude

Manassas, VA

UnscoredLimited · 9
$13,586119,493 mi

Comparison: 9 similar vehicles

Manassas, VA

2019 Jeep Compass Latitude

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

2019 Jeep Compass Latitude

Manassas, VA

Fair PriceRobust · 52
$13,89082,976 mi

Market: $11,898 – $15,978

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 307 days listed (based on current market benchmarks)

Manassas, VA

2018 Jeep Grand Cherokee Limited Sterling Edition

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

2018 Jeep Grand Cherokee Limited Sterling Edition

Manassas, VA

UnscoredLimited · 17
$13,995103,859 mi

Comparison: 17 similar vehicles

Manassas, VA

2021 Jeep Grand Cherokee Laredo E

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

2021 Jeep Grand Cherokee Laredo E

Manassas, VA

UnscoredLimited · 7
$14,150111,024 mi

Comparison: 7 similar vehicles

Manassas, 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

Manassas, VA

Fair PriceLimited · 13
$14,394108,900 mi

Market: $10,995 – $18,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 174 days listed (based on current market benchmarks)

Manassas, VA

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

Manassas, VA

UnscoredLimited · 8
$14,398109,691 mi

Comparison: 8 similar vehicles

Manassas, VA

2007 Jeep Wrangler Sahara

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

2007 Jeep Wrangler Sahara

Manassas, VA

Salvage title
$14,445101,342 mi

Manassas, VA

2018 Jeep Grand Cherokee Limited

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

2018 Jeep Grand Cherokee Limited

Manassas, VA

Fair PriceModerate · 22
$14,513117,717 mi

Market: $8,950 – $19,998

Comparison: 22 similar vehicles

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

Manassas, VA

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

Manassas, VA

UnscoredLimited · 6
$14,550106,518 mi

Comparison: 6 similar vehicles

Manassas, VA

2019 Jeep Grand Cherokee Summit

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

2019 Jeep Grand Cherokee Summit

Manassas, VA

UnscoredInsufficient · 4
$14,995103,072 mi

Comparison: 4 similar vehicles

Manassas, 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

Manassas, VA

UnscoredLimited · 13
$14,995122,815 mi

Comparison: 13 similar vehicles

Manassas, VA

2016 Jeep Wrangler Unlimited Sport

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

2016 Jeep Wrangler Unlimited Sport

Manassas, VA

UnscoredLimited · 9
$14,99588,533 mi

Comparison: 9 similar vehicles

Manassas, VA

2014 Jeep Wrangler Unlimited Sahara

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

2014 Jeep Wrangler Unlimited Sahara

Manassas, VA

Fair PriceLimited · 12
$14,995118,142 mi

Market: $14,500 – $19,695

Comparison: 12 similar vehicles

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

Manassas, 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

Manassas, VA

Fair PriceModerate · 24
$15,295105,498 mi

Market: $10,335 – $19,988

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 168 days listed (based on current market benchmarks)

Manassas, 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

Manassas, VA

Fair PriceModerate · 29
$15,568109,012 mi

Market: $10,335 – $19,988

Comparison: 29 similar vehicles

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

Manassas, VA

2012 Jeep Wrangler Unlimited Sahara

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

2012 Jeep Wrangler Unlimited Sahara

Manassas, VA

Fair PriceRobust · 54
$15,67985,395 mi

Market: $8,700 – $20,494

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Manassas, VA

2016 Jeep Wrangler Unlimited Sport S

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

2016 Jeep Wrangler Unlimited Sport S

Manassas, VA

UnscoredInsufficient · 3
$15,95158,481 mi

Comparison: 3 similar vehicles

Manassas, VA

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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