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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 3, 2026

6.8M+

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

130 listings found

2004 Jeep Liberty Sport

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

2004 Jeep Liberty Sport

Rosenberg, TX

UnscoredInsufficient · 0
$7,995178,419 mi

Rosenberg, TX

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

Rosenberg, TX

OverpricedLimited · 11
$8,999129,783 mi

Market: $5,697 – $8,995

Comparison: 11 similar vehicles

Rosenberg, TX

2019 Jeep Renegade Sport

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

2019 Jeep Renegade Sport

Rosenberg, TX

UnscoredInsufficient · 0
$10,772109,902 mi

Rosenberg, TX

2017 Jeep Cherokee Sport

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

2017 Jeep Cherokee Sport

Rosenberg, TX

UnscoredInsufficient · 3
$10,995119,108 mi

Comparison: 3 similar vehicles

Rosenberg, TX

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Rosenberg, TX

Unscored
$11,995129,650 mi

Comparison: 6 similar vehicles

Rosenberg, TX

2014 Jeep Cherokee Trailhawk

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

2014 Jeep Cherokee Trailhawk

Rosenberg, TX

UnscoredInsufficient · 4
$11,999113,420 mi

Comparison: 4 similar vehicles

Rosenberg, TX

2020 Jeep Cherokee Latitude Plus

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

2020 Jeep Cherokee Latitude Plus

Rosenberg, TX

Unscored
$14,62182,270 mi

Comparison: 7 similar vehicles

Rosenberg, TX

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Rosenberg, TX

Unscored
$14,995126,870 mi

Comparison: 8 similar vehicles

Rosenberg, TX

2013 Jeep Grand Cherokee Limited

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

2013 Jeep Grand Cherokee Limited

Rosenberg, TX

UnscoredInsufficient · 4
$14,995127,066 mi

Comparison: 4 similar vehicles

Rosenberg, TX

2022 Jeep Grand Cherokee Limited

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

2022 Jeep Grand Cherokee Limited

Rosenberg, TX

UnscoredInsufficient · 3
$18,002112,088 mi

Comparison: 3 similar vehicles

Rosenberg, TX

2018 Jeep All-New Wrangler Unlimited Sport

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

2018 Jeep All-New Wrangler Unlimited Sport

Rosenberg, TX

Fair PriceLimited · 17
$18,85180,853 mi

Market: $16,388 – $30,787

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Rosenberg, TX

2022 Jeep Compass High Altitude

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

2022 Jeep Compass High Altitude

Rosenberg, TX

UnscoredInsufficient · 3
$18,85973,150 mi

Comparison: 3 similar vehicles

Rosenberg, TX

2015 Jeep Wrangler Unlimited Rubicon

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

2015 Jeep Wrangler Unlimited Rubicon

Rosenberg, TX

Unscored
$19,034138,346 mi

Comparison: 11 similar vehicles

Rosenberg, TX

2024 Jeep Compass Limited

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

2024 Jeep Compass Limited

Rosenberg, TX

Fair PriceLimited · 16
$19,42460,427 mi

Market: $17,411 – $20,516

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Rosenberg, TX

2022 Jeep Cherokee Trailhawk

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

2022 Jeep Cherokee Trailhawk

Rosenberg, TX

Unscored
$20,99970,835 mi

Comparison: 9 similar vehicles

Rosenberg, TX

2024 Jeep Grand Cherokee 4xe

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

2024 Jeep Grand Cherokee 4xe

Rosenberg, TX

Fair PriceLimited · 12
$21,22263,562 mi

Market: $20,224 – $26,195

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Rosenberg, TX

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

Rosenberg, TX

Unscored
$21,995141,694 mi

Comparison: 20 similar vehicles

Rosenberg, TX

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Rosenberg, TX

OverpricedModerate · 40
$23,14436,201 mi

Market: $19,099 – $21,134

Comparison: 40 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Rosenberg, TX

2024 Jeep Grand Cherokee Altitude

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

2024 Jeep Grand Cherokee Altitude

Rosenberg, TX

Unscored
$25,12545,724 mi

Comparison: 5 similar vehicles

Rosenberg, TX

2022 Jeep Wagoneer Series III

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

2022 Jeep Wagoneer Series III

Rosenberg, TX

Unscored
$25,209130,797 mi

Comparison: 73 similar vehicles

Rosenberg, TX

2023 Jeep Wrangler 2-Door Sport S

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

2023 Jeep Wrangler 2-Door Sport S

Rosenberg, TX

OverpricedModerate · 23
$25,34753,085 mi

Market: $24,210 – $25,216

Comparison: 23 similar vehicles

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

Rosenberg, TX

2019 Jeep Wrangler Unlimited Rubicon

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

2019 Jeep Wrangler Unlimited Rubicon

Rosenberg, TX

Fair PriceLimited · 16
$25,899100,139 mi

Market: $21,580 – $30,465

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Rosenberg, TX

2023 Jeep Grand Cherokee Limited

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

2023 Jeep Grand Cherokee Limited

Rosenberg, TX

UnscoredInsufficient · 4
$25,91962,963 mi

Comparison: 4 similar vehicles

Rosenberg, TX

2021 Jeep Wrangler Unlimited Rubicon

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

2021 Jeep Wrangler Unlimited Rubicon

Rosenberg, TX

Fair PriceLimited · 12
$25,97375,267 mi

Market: $23,998 – $33,008

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Rosenberg, TX

2023 Jeep Grand Cherokee Altitude

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

2023 Jeep Grand Cherokee Altitude

Rosenberg, TX

Unscored
$25,97829,417 mi

Comparison: 5 similar vehicles

Rosenberg, TX

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

Rosenberg, TX

Fair PriceRobust · 244
$27,456199 mi

Market: $25,020 – $36,676

Comparison: 244 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Rosenberg, TX

2022 Jeep Gladiator WILLYS SPORT

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

2022 Jeep Gladiator WILLYS SPORT

Rosenberg, TX

UnscoredInsufficient · 0
$27,54943,632 mi

Rosenberg, TX

2022 Jeep Grand Cherokee Trailhawk

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

2022 Jeep Grand Cherokee Trailhawk

Rosenberg, TX

UnscoredInsufficient · 0
$27,71983,508 mi

Rosenberg, TX

2024 Jeep Wrangler 4-Door Sport S

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

2024 Jeep Wrangler 4-Door Sport S

Rosenberg, TX

Unscored
$28,06155,173 mi

Comparison: 7 similar vehicles

Rosenberg, TX

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

Rosenberg, TX

Fair PriceRobust · 244
$28,291Mileage not verified

Market: $25,020 – $36,676

Comparison: 244 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Rosenberg, TX

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

Rosenberg, TX

Fair PriceRobust · 244
$28,496Mileage not verified

Market: $25,020 – $36,676

Comparison: 244 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Rosenberg, TX

2022 Jeep Gladiator Texas Trail

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

2022 Jeep Gladiator Texas Trail

Rosenberg, TX

UnscoredInsufficient · 3
$28,99760,272 mi

Comparison: 3 similar vehicles

Rosenberg, TX

2021 Jeep Wrangler Unlimited Sport S

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

2021 Jeep Wrangler Unlimited Sport S

Rosenberg, TX

UnscoredInsufficient · 0
$29,22418,957 mi

Rosenberg, TX

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

Rosenberg, TX

Fair PriceRobust · 244
$29,485Mileage not verified

Market: $25,020 – $36,676

Comparison: 244 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Rosenberg, TX

2022 Jeep Gladiator Altitude

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

2022 Jeep Gladiator Altitude

Rosenberg, TX

Unscored
$29,57363,398 mi

Comparison: 5 similar vehicles

Rosenberg, TX

2024 Jeep Wrangler 4-Door Sahara

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

2024 Jeep Wrangler 4-Door Sahara

Rosenberg, TX

Unscored
$29,71961,733 mi

Comparison: 10 similar vehicles

Rosenberg, TX

2024 Jeep Wrangler 4-Door Sport S

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

2024 Jeep Wrangler 4-Door Sport S

Rosenberg, TX

UnscoredInsufficient · 3
$29,97744,963 mi

Comparison: 3 similar vehicles

Rosenberg, TX

2024 Jeep Wrangler 4-Door Sport S

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

2024 Jeep Wrangler 4-Door Sport S

Rosenberg, TX

Unscored
$29,98629,544 mi

Comparison: 16 similar vehicles

Rosenberg, TX

2026 Jeep Compass 85th Anniversary

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

2026 Jeep Compass 85th Anniversary

Rosenberg, TX

Unscored
$30,038Mileage not verified

Comparison: 8 similar vehicles

Rosenberg, TX

2024 Jeep Grand Cherokee L Limited

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

2024 Jeep Grand Cherokee L Limited

Rosenberg, TX

Fair PriceLimited · 10
$30,49936,537 mi

Market: $29,129 – $32,903

Comparison: 10 similar vehicles

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

Rosenberg, TX

2026 Jeep Compass Limited

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

2026 Jeep Compass Limited

Rosenberg, TX

Fair PriceModerate · 26
$30,5915,000 mi

Market: $27,835 – $34,862

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 433 days listed (based on current market benchmarks)

Rosenberg, TX

2022 Jeep Wagoneer Series II

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

2022 Jeep Wagoneer Series II

Rosenberg, TX

Fair PriceLimited · 15
$30,62379,450 mi

Market: $25,912 – $33,623

Comparison: 15 similar vehicles

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

Rosenberg, TX

2026 Jeep Compass Limited

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

2026 Jeep Compass Limited

Rosenberg, TX

Fair PriceModerate · 26
$31,121Mileage not verified

Market: $27,835 – $34,862

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Rosenberg, TX

2026 Jeep Compass Limited

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

2026 Jeep Compass Limited

Rosenberg, TX

Fair PriceModerate · 26
$31,300Mileage not verified

Market: $27,835 – $34,862

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

Rosenberg, TX

2022 Jeep Gladiator Mojave

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

2022 Jeep Gladiator Mojave

Rosenberg, TX

Unscored
$31,38050,424 mi

Comparison: 5 similar vehicles

Rosenberg, TX

2024 Jeep Wrangler 4-Door Sahara

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

2024 Jeep Wrangler 4-Door Sahara

Rosenberg, TX

UnscoredInsufficient · 0
$32,22455,025 mi

Rosenberg, TX

2026 Jeep Cherokee Laredo

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

2026 Jeep Cherokee Laredo

Rosenberg, TX

Fair PriceRobust · 86
$32,817Mileage not verified

Market: $30,813 – $40,427

Comparison: 86 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 199 days listed (based on current market benchmarks)

Rosenberg, TX

2026 Jeep Cherokee Laredo

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

2026 Jeep Cherokee Laredo

Rosenberg, TX

Fair PriceRobust · 86
$33,176Mileage not verified

Market: $30,813 – $40,427

Comparison: 86 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 198 days listed (based on current market benchmarks)

Rosenberg, TX

2025 Jeep Grand Cherokee 4xe

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

2025 Jeep Grand Cherokee 4xe

Rosenberg, TX

UnscoredInsufficient · 0
$33,2127,458 mi

Rosenberg, TX

2026 Jeep Cherokee Limited

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

2026 Jeep Cherokee Limited

Rosenberg, TX

Fair PriceRobust · 53
$35,020Mileage not verified

Market: $32,579 – $40,434

Comparison: 53 similar vehicles

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

Rosenberg, TX

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.
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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