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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 12, 2026

7.2M+

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

47 listings found

2015 Jeep Cherokee Latitude

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

2015 Jeep Cherokee Latitude

Warren, OR

Unscored
$10,210162,888 mi

Comparison: 13 similar vehicles

Warren, OR

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Warren, OR

UnscoredInsufficient · 3
$15,19588,546 mi

Comparison: 3 similar vehicles

Warren, OR

2022 Jeep Compass (RED) Edition

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

2022 Jeep Compass (RED) Edition

Warren, OR

UnscoredInsufficient · 0
$17,71586,593 mi

Warren, OR

2022 Jeep Cherokee Trailhawk

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

2022 Jeep Cherokee Trailhawk

Warren, OR

UnscoredInsufficient · 0
$21,20555,119 mi

Warren, OR

2023 Jeep Compass Altitude

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

2023 Jeep Compass Altitude

Warren, OR

UnscoredInsufficient · 0
$21,71518,773 mi

Warren, OR

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Warren, OR

UnscoredInsufficient · 0
$30,195450 mi

Warren, OR

2022 Jeep Wagoneer Series I

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

2022 Jeep Wagoneer Series I

Warren, OR

Unscored
$30,20595,310 mi

Comparison: 6 similar vehicles

Warren, OR

2022 Jeep Grand Cherokee Summit 4xe

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

2022 Jeep Grand Cherokee Summit 4xe

Warren, OR

UnscoredInsufficient · 0
$31,89044,014 mi

Warren, OR

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

Warren, OR

UnscoredInsufficient · 4
$33,19539,929 mi

Comparison: 4 similar vehicles

Warren, OR

2026 Jeep Compass Limited Altitude

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

2026 Jeep Compass Limited Altitude

Warren, OR

Unscored
$33,381Mileage not verified

Comparison: 8 similar vehicles

Warren, OR

2025 Jeep Wagoneer S Limited

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

2025 Jeep Wagoneer S Limited

Warren, OR

UnscoredInsufficient · 4
$35,2057,135 mi

Comparison: 4 similar vehicles

Warren, OR

2017 Jeep Grand Cherokee SRT

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

2017 Jeep Grand Cherokee SRT

Warren, OR

Fair PriceLimited · 15
$35,20586,061 mi

Market: $28,790 – $41,888

Comparison: 15 similar vehicles

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

Warren, OR

2024 Jeep Wagoneer S Launch Edition

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

2024 Jeep Wagoneer S Launch Edition

Warren, OR

UnscoredInsufficient · 4
$35,56516,343 mi

Comparison: 4 similar vehicles

Warren, OR

2024 Jeep Wagoneer S Launch Edition

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

2024 Jeep Wagoneer S Launch Edition

Warren, OR

UnscoredInsufficient · 4
$35,99010,262 mi

Comparison: 4 similar vehicles

Warren, OR

2024 Jeep Wagoneer S Launch Edition

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

2024 Jeep Wagoneer S Launch Edition

Warren, OR

UnscoredInsufficient · 0
$36,9656,270 mi

Warren, OR

2024 Jeep Wagoneer S Launch Edition

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

2024 Jeep Wagoneer S Launch Edition

Warren, OR

UnscoredInsufficient · 0
$38,712204 mi

Warren, OR

2026 Jeep Cherokee Laredo

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

2026 Jeep Cherokee Laredo

Warren, OR

Fair PriceModerate · 35
$38,859Mileage not verified

Market: $33,752 – $43,895

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Warren, OR

2027 Jeep Compass Trailhawk

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

2027 Jeep Compass Trailhawk

Warren, OR

Fair PriceLimited · 10
$39,155Mileage not verified

Market: $36,845 – $39,934

Comparison: 10 similar vehicles

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

Warren, OR

2026 Jeep Wrangler 2-Door Sport

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

2026 Jeep Wrangler 2-Door Sport

Warren, OR

Fair PriceModerate · 35
$39,718Mileage not verified

Market: $32,243 – $40,772

Comparison: 35 similar vehicles

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

Warren, OR

2026 Jeep Cherokee Limited

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

2026 Jeep Cherokee Limited

Warren, OR

Fair PriceModerate · 39
$41,430Mileage not verified

Market: $35,197 – $45,090

Comparison: 39 similar vehicles

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

Warren, OR

2026 Jeep Wrangler 4-Door Sport S

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

2026 Jeep Wrangler 4-Door Sport S

Warren, OR

Fair PriceModerate · 23
$43,284Mileage not verified

Market: $41,977 – $52,635

Comparison: 23 similar vehicles

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

Warren, OR

2027 Jeep Grand Cherokee Limited

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

2027 Jeep Grand Cherokee Limited

Warren, OR

Fair PriceModerate · 29
$45,596Mileage not verified

Market: $45,422 – $55,965

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 142 days listed (based on current market benchmarks)

Warren, OR

2027 Jeep Grand Cherokee Laredo

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

2027 Jeep Grand Cherokee Laredo

Warren, OR

Fair PriceRobust · 52
$46,189Mileage not verified

Market: $41,023 – $51,255

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Warren, OR

2027 Jeep Grand Cherokee Laredo

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

2027 Jeep Grand Cherokee Laredo

Warren, OR

Fair PriceRobust · 52
$46,699Mileage not verified

Market: $41,023 – $51,255

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Warren, OR

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

Warren, OR

Unscored
$47,208Mileage not verified

Comparison: 7 similar vehicles

Warren, OR

2026 Jeep Grand Cherokee Limited Reserve

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

2026 Jeep Grand Cherokee Limited Reserve

Warren, OR

UnscoredInsufficient · 4
$47,370Mileage not verified

Comparison: 4 similar vehicles

Warren, OR

2027 Jeep Grand Cherokee Limited

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

2027 Jeep Grand Cherokee Limited

Warren, OR

Fair PriceModerate · 29
$49,556Mileage not verified

Market: $45,422 – $55,965

Comparison: 29 similar vehicles

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

Warren, OR

2026 Jeep Wrangler 4-Door Sport

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

2026 Jeep Wrangler 4-Door Sport

Warren, OR

Fair PriceRobust · 72
$50,170Mileage not verified

Market: $35,992 – $56,615

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 153 days listed (based on current market benchmarks)

Warren, OR

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

Warren, OR

Unscored
$51,476Mileage not verified

Comparison: 7 similar vehicles

Warren, OR

2026 Jeep Wrangler 4-Door Rubicon

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

2026 Jeep Wrangler 4-Door Rubicon

Warren, OR

Fair PriceLimited · 14
$51,500Mileage not verified

Market: $52,314 – $67,585

Comparison: 14 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 357 days listed (based on current market benchmarks)

Warren, OR

2027 Jeep Gladiator Rewind

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

2027 Jeep Gladiator Rewind

Warren, OR

Unscored
$51,610Mileage not verified

Comparison: 9 similar vehicles

Warren, OR

2027 Jeep Grand Cherokee Limited

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

2027 Jeep Grand Cherokee Limited

Warren, OR

Fair PriceModerate · 29
$51,942Mileage not verified

Market: $45,422 – $55,965

Comparison: 29 similar vehicles

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

Warren, OR

2026 Jeep Wrangler 4-Door Rubicon

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

2026 Jeep Wrangler 4-Door Rubicon

Warren, OR

Fair PriceLimited · 14
$52,314Mileage not verified

Market: $51,500 – $67,585

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 357 days listed (based on current market benchmarks)

Warren, OR

2027 Jeep Wrangler 4-Door Rewind

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

2027 Jeep Wrangler 4-Door Rewind

Warren, OR

Fair PriceLimited · 18
$53,590Mileage not verified

Market: $50,913 – $62,500

Comparison: 18 similar vehicles

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

Warren, OR

2027 Jeep Wrangler 4-Door Willys

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

2027 Jeep Wrangler 4-Door Willys

Warren, OR

Fair PriceModerate · 22
$54,316Mileage not verified

Market: $49,442 – $58,480

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Warren, OR

2027 Jeep Wrangler 4-Door Willys

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

2027 Jeep Wrangler 4-Door Willys

Warren, OR

Fair PriceModerate · 22
$54,523Mileage not verified

Market: $49,442 – $58,480

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Warren, OR

2027 Jeep Grand Cherokee L Limited Reserve

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

2027 Jeep Grand Cherokee L Limited Reserve

Warren, OR

Fair PriceLimited · 11
$54,540Mileage not verified

Market: $52,019 – $54,759

Comparison: 11 similar vehicles

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

Warren, OR

2026 Jeep Gladiator Mojave X

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

2026 Jeep Gladiator Mojave X

Warren, OR

Fair PriceModerate · 25
$54,801Mileage not verified

Market: $49,240 – $64,490

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 179 days listed (based on current market benchmarks)

Warren, OR

2026 Jeep Wrangler 4-Door Rubicon X

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

2026 Jeep Wrangler 4-Door Rubicon X

Warren, OR

Fair PriceLimited · 19
$58,984Mileage not verified

Market: $58,615 – $63,187

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 357 days listed (based on current market benchmarks)

Warren, OR

2027 Jeep Gladiator Mojave X

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

2027 Jeep Gladiator Mojave X

Warren, OR

Fair PriceLimited · 10
$61,033Mileage not verified

Market: $58,353 – $66,240

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Warren, OR

2027 Jeep Gladiator Mojave X

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

2027 Jeep Gladiator Mojave X

Warren, OR

Fair PriceLimited · 10
$61,131Mileage not verified

Market: $58,353 – $66,240

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Warren, OR

2027 Jeep Grand Cherokee Summit

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

2027 Jeep Grand Cherokee Summit

Warren, OR

Fair PriceModerate · 41
$61,383Mileage not verified

Market: $59,236 – $67,210

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 143 days listed (based on current market benchmarks)

Warren, OR

2027 Jeep Gladiator Rubicon

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

2027 Jeep Gladiator Rubicon

Warren, OR

UnscoredInsufficient · 3
$61,792Mileage not verified

Comparison: 3 similar vehicles

Warren, OR

2026 Jeep Recon Moab 4XE

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

2026 Jeep Recon Moab 4XE

Warren, OR

Fair PriceLimited · 13
$70,700Mileage not verified

Market: $63,243 – $73,740

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Warren, OR

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

Warren, OR

Unscored
$70,715Mileage not verified

Comparison: 6 similar vehicles

Warren, OR

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

Warren, OR

Unscored
$76,595Mileage not verified

Comparison: 6 similar vehicles

Warren, OR

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

Warren, OR

Unscored
$77,195Mileage not verified

Comparison: 6 similar vehicles

Warren, OR

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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