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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 25, 2026

6.1M+

Unique vehicles analyzed

as of October 25, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

33 listings found

2010 Jeep Patriot Latitude

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

2010 Jeep Patriot Latitude

Port Angeles, WA

UnscoredInsufficient · 0
$6,413132,604 mi

Port Angeles, WA

2004 Jeep Grand Cherokee Limited

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

2004 Jeep Grand Cherokee Limited

Port Angeles, WA

UnscoredInsufficient · 0
$6,995206,822 mi

Port Angeles, WA

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Port Angeles, WA

UnscoredLimited · 6
$11,99580,904 mi

Comparison: 6 similar vehicles

Port Angeles, WA

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

Port Angeles, WA

Fair PriceModerate · 37
$15,88688,978 mi

Market: $9,995 – $17,900

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Port Angeles, WA

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Port Angeles, WA

UnscoredLimited · 5
$16,06362,227 mi

Comparison: 5 similar vehicles

Port Angeles, WA

2017 Jeep Cherokee Trailhawk

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

2017 Jeep Cherokee Trailhawk

Port Angeles, WA

UnscoredInsufficient · 0
$17,18859,789 mi

Port Angeles, WA

2020 Jeep Grand Cherokee Laredo E

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

2020 Jeep Grand Cherokee Laredo E

Port Angeles, WA

UnscoredLimited · 9
$17,59962,707 mi

Comparison: 9 similar vehicles

Port Angeles, WA

2023 Jeep Compass Sport

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

2023 Jeep Compass Sport

Port Angeles, WA

UnscoredInsufficient · 0
$17,76641,950 mi

Port Angeles, WA

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

Port Angeles, WA

Fair PriceLimited · 17
$17,998114,139 mi

Market: $14,063 – $25,195

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Port Angeles, WA

2021 Jeep Cherokee 80TH

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

2021 Jeep Cherokee 80TH

Port Angeles, WA

UnscoredInsufficient · 0
$22,16342,977 mi

Port Angeles, WA

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

Port Angeles, WA

UnscoredLimited · 10
$25,48871,139 mi

Comparison: 10 similar vehicles

Port Angeles, WA

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

Port Angeles, WA

UnscoredInsufficient · 0
$27,09638,433 mi

Port Angeles, WA

2022 Jeep Wrangler Willys

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

2022 Jeep Wrangler Willys

Port Angeles, WA

UnscoredLimited · 7
$29,16341,491 mi

Comparison: 7 similar vehicles

Port Angeles, WA

2020 Jeep Gladiator Sport S

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

2020 Jeep Gladiator Sport S

Port Angeles, WA

Fair PriceLimited · 19
$29,19970,382 mi

Market: $20,843 – $29,242

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 178 days listed (based on current market benchmarks)

Port Angeles, WA

2018 Jeep Wrangler Unlimited Sahara

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

2018 Jeep Wrangler Unlimited Sahara

Port Angeles, WA

OverpricedModerate · 38
$29,99964,711 mi

Market: $14,019 – $28,150

Comparison: 38 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Port Angeles, WA

2021 Jeep Wrangler Unlimited Willys

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

2021 Jeep Wrangler Unlimited Willys

Port Angeles, WA

UnscoredInsufficient · 0
$30,16324,135 mi

Port Angeles, WA

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

Port Angeles, WA

Fair PriceRobust · 128
$32,360Mileage not verified

Market: $25,780 – $33,655

Comparison: 128 similar vehicles

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

Port Angeles, WA

2023 Jeep Wrangler 4xe Rubicon 4XE 20th Anniversary

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

2023 Jeep Wrangler 4xe Rubicon 4XE 20th Anniversary

Port Angeles, WA

UnscoredLimited · 6
$32,84325,509 mi

Comparison: 6 similar vehicles

Port Angeles, WA

2022 Jeep Wrangler Unlimited Willys

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

2022 Jeep Wrangler Unlimited Willys

Port Angeles, WA

UnscoredLimited · 7
$33,19630,768 mi

Comparison: 7 similar vehicles

Port Angeles, WA

2020 Jeep Gladiator Rubicon

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

2020 Jeep Gladiator Rubicon

Port Angeles, WA

UnscoredLimited · 5
$34,06356,781 mi

Comparison: 5 similar vehicles

Port Angeles, WA

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

Port Angeles, WA

UnscoredInsufficient · 0
$34,67033,350 mi

Port Angeles, WA

2026 Jeep Cherokee Limited

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

2026 Jeep Cherokee Limited

Port Angeles, WA

Fair PriceRobust · 70
$38,180Mileage not verified

Market: $31,700 – $45,237

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 239 days listed (based on current market benchmarks)

Port Angeles, WA

2027 Jeep Wrangler 2-Door Sport

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

2027 Jeep Wrangler 2-Door Sport

Port Angeles, WA

Fair PriceLimited · 12
$40,490Mileage not verified

Market: $40,015 – $44,780

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Port Angeles, WA

2026 Jeep Grand Cherokee L Limited Reserve

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

2026 Jeep Grand Cherokee L Limited Reserve

Port Angeles, WA

Great DealModerate · 34
$43,510Mileage not verified

Market: $45,995 – $52,153

Comparison: 34 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 268 days listed (based on current market benchmarks)

Port Angeles, WA

2026 Jeep Wrangler 4-Door Sahara

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

2026 Jeep Wrangler 4-Door Sahara

Port Angeles, WA

UnscoredInsufficient · 0
$44,16316,042 mi

Port Angeles, WA

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

Port Angeles, WA

UnscoredLimited · 8
$45,06319,322 mi

Comparison: 8 similar vehicles

Port Angeles, WA

2024 Jeep Wagoneer Series II

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

2024 Jeep Wagoneer Series II

Port Angeles, WA

UnscoredInsufficient · 0
$48,16346,131 mi

Port Angeles, WA

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

Port Angeles, WA

Fair PriceRobust · 70
$48,955Mileage not verified

Market: $42,568 – $51,144

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Port Angeles, WA

2024 Jeep Wrangler 4-Door Rubicon X

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

2024 Jeep Wrangler 4-Door Rubicon X

Port Angeles, WA

UnscoredInsufficient · 0
$49,06329,385 mi

Port Angeles, WA

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

Port Angeles, WA

Fair PriceRobust · 113
$49,265Mileage not verified

Market: $36,990 – $55,063

Comparison: 113 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 102 days listed (based on current market benchmarks)

Port Angeles, WA

2023 Jeep Grand Cherokee Trailhawk 4xe

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

2023 Jeep Grand Cherokee Trailhawk 4xe

Port Angeles, WA

UnscoredInsufficient · 0
$50,19115,802 mi

Port Angeles, WA

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

Port Angeles, WA

Fair PriceLimited · 18
$56,905Mileage not verified

Market: $51,814 – $59,365

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Port Angeles, WA

2027 Jeep Grand Wagoneer Limited Altitude

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

2027 Jeep Grand Wagoneer Limited Altitude

Port Angeles, WA

UnscoredInsufficient · 0
$78,180Mileage not verified

Port Angeles, WA

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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