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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 10, 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

238 listings found

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

Bronx, NY

Unscored
$6,495151,011 mi

Comparison: 12 similar vehicles

Bronx, NY

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

Bronx, NY

Unscored
$6,495171,372 mi

Comparison: 35 similar vehicles

Bronx, NY

2011 Jeep Compass Limited

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

2011 Jeep Compass Limited

Bronx, NY

UnscoredInsufficient · 3
$6,495108,913 mi

Comparison: 3 similar vehicles

Bronx, NY

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Bronx, NY

Unscored
$6,995135,135 mi

Comparison: 32 similar vehicles

Bronx, NY

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

Bronx, NY

Fair PriceLimited · 13
$7,495115,233 mi

Market: $6,619 – $12,750

Comparison: 13 similar vehicles

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

Bronx, NY

2007 Jeep Patriot Limited

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

2007 Jeep Patriot Limited

Bronx, NY

UnscoredInsufficient · 0
$7,495112,499 mi

Bronx, NY

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

Bronx, NY

Unscored
$8,495122,115 mi

Comparison: 35 similar vehicles

Bronx, NY

2013 Jeep Grand Cherokee Overland

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

2013 Jeep Grand Cherokee Overland

Bronx, NY

Unscored
$8,499145,600 mi

Comparison: 10 similar vehicles

Bronx, NY

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

Bronx, NY

Unscored
$8,500168,271 mi

Comparison: 72 similar vehicles

Bronx, NY

2006 Jeep Grand Cherokee Laredo

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

2006 Jeep Grand Cherokee Laredo

Bronx, NY

OverpricedLimited · 12
$8,99060,041 mi

Market: $2,200 – $6,995

Comparison: 12 similar vehicles

Priced ~29% above the typical market range for similar vehicles (based on current market benchmarks)

Bronx, NY

2017 Jeep Patriot High Altitude Edition

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

2017 Jeep Patriot High Altitude Edition

Bronx, NY

Unscored
$8,99596,022 mi

Comparison: 5 similar vehicles

Bronx, NY

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

Bronx, NY

Unscored
$9,900120,878 mi

Comparison: 72 similar vehicles

Bronx, NY

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

Bronx, NY

Unscored
$9,995149,176 mi

Comparison: 70 similar vehicles

Bronx, NY

2002 Jeep Wrangler SAHARA

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

2002 Jeep Wrangler SAHARA

Bronx, NY

UnscoredInsufficient · 0
$9,995130,165 mi

Bronx, NY

2016 Jeep Renegade Trailhawk

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

2016 Jeep Renegade Trailhawk

Bronx, NY

Unscored
$9,999103,565 mi

Comparison: 7 similar vehicles

Bronx, NY

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Bronx, NY

Unscored
$10,995151,868 mi

Comparison: 71 similar vehicles

Bronx, NY

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

Bronx, NY

Unscored
$10,995153,969 mi

Comparison: 17 similar vehicles

Bronx, NY

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Bronx, NY

Unscored
$11,800138,900 mi

Comparison: 72 similar vehicles

Bronx, NY

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Bronx, NY

Fair PriceRobust · 61
$11,995112,423 mi

Market: $7,690 – $19,495

Comparison: 61 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Bronx, NY

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

Bronx, NY

Unscored
$12,495155,621 mi

Comparison: 45 similar vehicles

Bronx, NY

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Bronx, NY

Fair PriceRobust · 61
$12,70071,830 mi

Market: $7,690 – $19,495

Comparison: 61 similar vehicles

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

Bronx, NY

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

Bronx, NY

Fair PriceModerate · 30
$12,800Mileage not verified

Market: $9,999 – $24,995

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 465 days listed (based on current market benchmarks)

Bronx, NY

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

Bronx, NY

Unscored
$12,900138,611 mi

Comparison: 29 similar vehicles

Bronx, NY

2016 Jeep Renegade Trailhawk

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

2016 Jeep Renegade Trailhawk

Bronx, NY

Unscored
$12,99094,120 mi

Comparison: 7 similar vehicles

Bronx, NY

2014 Jeep Cherokee Trailhawk

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

2014 Jeep Cherokee Trailhawk

Bronx, NY

UnscoredInsufficient · 3
$12,99087,347 mi

Comparison: 3 similar vehicles

Bronx, NY

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

Bronx, NY

Unscored
$13,495128,780 mi

Comparison: 85 similar vehicles

Bronx, NY

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

Bronx, NY

Unscored
$13,99080,667 mi

Comparison: 6 similar vehicles

Bronx, NY

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

Bronx, NY

Fair PriceRobust · 50
$14,99076,707 mi

Market: $3,800 – $15,165

Comparison: 50 similar vehicles

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

Bronx, NY

2015 Jeep Grand Cherokee High Altitude

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

2015 Jeep Grand Cherokee High Altitude

Bronx, NY

UnscoredInsufficient · 4
$14,99577,150 mi

Comparison: 4 similar vehicles

Bronx, NY

2022 Jeep Renegade Red Edition

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

2022 Jeep Renegade Red Edition

Bronx, NY

UnscoredInsufficient · 0
$15,49552,496 mi

Bronx, NY

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

Bronx, NY

Fair PriceRobust · 82
$15,49584,636 mi

Market: $4,444 – $22,700

Comparison: 82 similar vehicles

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

Bronx, NY

2017 Jeep Wrangler Unlimited Sahara

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

2017 Jeep Wrangler Unlimited Sahara

Bronx, NY

Unscored
$15,995124,011 mi

Comparison: 43 similar vehicles

Bronx, NY

2016 Jeep Wrangler Sahara

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

2016 Jeep Wrangler Sahara

Bronx, NY

Fair PriceLimited · 12
$15,995114,762 mi

Market: $12,800 – $20,988

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Bronx, NY

2015 Jeep Wrangler Sport

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

2015 Jeep Wrangler Sport

Bronx, NY

Fair PriceLimited · 13
$15,99562,172 mi

Market: $9,367 – $15,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 520 days listed (based on current market benchmarks)

Bronx, NY

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

Bronx, NY

Fair PriceLimited · 19
$15,995112,890 mi

Market: $12,799 – $34,995

Comparison: 19 similar vehicles

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

Bronx, NY

2015 Jeep Grand Cherokee Summit

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

2015 Jeep Grand Cherokee Summit

Bronx, NY

Unscored
$15,99590,359 mi

Comparison: 6 similar vehicles

Bronx, NY

2021 Jeep Grand Cherokee Limited

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

2021 Jeep Grand Cherokee Limited

Bronx, NY

Fair PriceRobust · 86
$17,900105,090 mi

Market: $11,990 – $24,700

Comparison: 86 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Bronx, NY

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

Bronx, NY

OverpricedModerate · 25
$17,99066,655 mi

Market: $9,999 – $16,590

Comparison: 25 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Bronx, NY

2023 Jeep Renegade Latitude

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

2023 Jeep Renegade Latitude

Bronx, NY

Fair PriceModerate · 27
$18,37552,111 mi

Market: $16,000 – $25,525

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Bronx, NY

2023 Jeep Grand Cherokee 4xe

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

2023 Jeep Grand Cherokee 4xe

Bronx, NY

Fair PriceModerate · 25
$18,805Mileage not verified

Market: $16,786 – $24,995

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Bronx, NY

2022 Jeep Renegade Sport

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

2022 Jeep Renegade Sport

Bronx, NY

UnscoredInsufficient · 0
$18,99039,791 mi

Bronx, NY

2025 Jeep Compass Latitude

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

2025 Jeep Compass Latitude

Bronx, NY

Fair PriceModerate · 24
$18,99524,954 mi

Market: $18,869 – $24,995

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Bronx, NY

2023 Jeep Grand Cherokee 4xe

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

2023 Jeep Grand Cherokee 4xe

Bronx, NY

Fair PriceLimited · 13
$18,99557,561 mi

Market: $18,999 – $25,674

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 17 days listed (based on current market benchmarks)

Bronx, NY

2020 Jeep Compass Latitude

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

2020 Jeep Compass Latitude

Bronx, NY

OverpricedLimited · 11
$19,59021,067 mi

Market: $17,449 – $19,400

Comparison: 11 similar vehicles

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

Bronx, NY

2019 Jeep Grand Cherokee Limited

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

2019 Jeep Grand Cherokee Limited

Bronx, NY

Fair PriceRobust · 108
$19,900107,572 mi

Market: $9,990 – $20,493

Comparison: 108 similar vehicles

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

Bronx, NY

2021 Jeep Gladiator WILLYS

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

2021 Jeep Gladiator WILLYS

Bronx, NY

Great DealLimited · 16
$19,995105,859 mi

Market: $23,995 – $29,298

Comparison: 16 similar vehicles

Competitively priced ~17% below the typical range compared to similar vehicles · 3 days listed (based on current market benchmarks)

Bronx, NY

2023 Jeep Grand Cherokee 4xe

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

2023 Jeep Grand Cherokee 4xe

Bronx, NY

Fair PriceModerate · 25
$20,995Mileage not verified

Market: $16,786 – $24,995

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Bronx, NY

2022 Jeep Compass Limited

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

2022 Jeep Compass Limited

Bronx, NY

Unscored
$21,57619,084 mi

Comparison: 10 similar vehicles

Bronx, NY

2023 Jeep Compass Latitude Lux

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

2023 Jeep Compass Latitude Lux

Bronx, NY

Fair PriceModerate · 23
$21,59025,863 mi

Market: $20,480 – $26,175

Comparison: 23 similar vehicles

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

Bronx, NY

2020 Jeep Compass Latitude

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

2020 Jeep Compass Latitude

Bronx, NY

Unscored
$21,59011,072 mi

Comparison: 10 similar vehicles

Bronx, NY

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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