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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 9, 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

60 listings found

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

Selma, CA

UnscoredInsufficient · 4
$15,117109,030 mi

Comparison: 4 similar vehicles

Selma, CA

2023 Jeep Renegade Altitude

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

2023 Jeep Renegade Altitude

Selma, CA

UnscoredInsufficient · 3
$18,99935,795 mi

Comparison: 3 similar vehicles

Selma, CA

2021 Jeep Compass Limited

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

2021 Jeep Compass Limited

Selma, CA

UnscoredInsufficient · 0
$20,11716,789 mi

Selma, CA

2020 Jeep Grand Cherokee Limited

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

2020 Jeep Grand Cherokee Limited

Selma, CA

UnscoredInsufficient · 3
$20,97284,857 mi

Comparison: 3 similar vehicles

Selma, CA

2021 Jeep Grand Cherokee 80th Edition

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

2021 Jeep Grand Cherokee 80th Edition

Selma, CA

Unscored
$21,96949,154 mi

Comparison: 6 similar vehicles

Selma, CA

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

Selma, CA

OverpricedModerate · 21
$23,11781,920 mi

Market: $12,638 – $20,900

Comparison: 21 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Selma, CA

2021 Jeep Grand Cherokee Laredo X

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

2021 Jeep Grand Cherokee Laredo X

Selma, CA

Fair PriceLimited · 13
$23,94239,091 mi

Market: $22,995 – $24,990

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 86 days listed (based on current market benchmarks)

Selma, CA

2023 Jeep Compass Limited

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

2023 Jeep Compass Limited

Selma, CA

UnscoredInsufficient · 0
$23,97216,514 mi

Selma, CA

2021 Jeep Grand Cherokee L Limited

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

2021 Jeep Grand Cherokee L Limited

Selma, CA

UnscoredInsufficient · 0
$25,88247,564 mi

Selma, CA

2023 Jeep Wrangler 4xe Willys 4XE

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

2023 Jeep Wrangler 4xe Willys 4XE

Selma, CA

UnscoredInsufficient · 4
$25,99726,731 mi

Comparison: 4 similar vehicles

Selma, CA

2023 Jeep Wrangler 4xe Willys 4XE

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

2023 Jeep Wrangler 4xe Willys 4XE

Selma, CA

Unscored
$26,45547,785 mi

Comparison: 8 similar vehicles

Selma, CA

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

Selma, CA

UnscoredInsufficient · 4
$26,972101,105 mi

Comparison: 4 similar vehicles

Selma, CA

2021 Jeep Wrangler Unlimited Rubicon 4XE

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

2021 Jeep Wrangler Unlimited Rubicon 4XE

Selma, CA

UnscoredInsufficient · 4
$26,97449,998 mi

Comparison: 4 similar vehicles

Selma, CA

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

Selma, CA

Unscored
$27,28838,765 mi

Comparison: 6 similar vehicles

Selma, CA

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

Selma, CA

Unscored
$27,38839,055 mi

Comparison: 6 similar vehicles

Selma, CA

2023 Jeep Wrangler 4xe Sahara 4XE

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

2023 Jeep Wrangler 4xe Sahara 4XE

Selma, CA

Fair PriceLimited · 13
$27,42733,557 mi

Market: $26,925 – $34,160

Comparison: 13 similar vehicles

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

Selma, CA

2023 Jeep Wrangler 4xe Sahara 4XE

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

2023 Jeep Wrangler 4xe Sahara 4XE

Selma, CA

Unscored
$27,78629,821 mi

Comparison: 6 similar vehicles

Selma, CA

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

Selma, CA

UnscoredInsufficient · 0
$27,91116,415 mi

Selma, CA

2024 Jeep Wrangler 4xe Willys 4XE

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

2024 Jeep Wrangler 4xe Willys 4XE

Selma, CA

OverpricedLimited · 12
$28,26346,737 mi

Market: $24,000 – $26,717

Comparison: 12 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Selma, CA

2022 Jeep Wrangler Unlimited Sahara 4XE

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

2022 Jeep Wrangler Unlimited Sahara 4XE

Selma, CA

Fair PriceLimited · 11
$28,30216,983 mi

Market: $25,698 – $29,590

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Selma, CA

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

Selma, CA

Unscored
$28,38829,709 mi

Comparison: 10 similar vehicles

Selma, CA

2021 Jeep Wrangler Unlimited Rubicon 4XE

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

2021 Jeep Wrangler Unlimited Rubicon 4XE

Selma, CA

Unscored
$28,55638,238 mi

Comparison: 5 similar vehicles

Selma, CA

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

Selma, CA

Great DealLimited · 11
$28,559Mileage not verified

Market: $29,480 – $35,385

Comparison: 11 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 135 days listed (based on current market benchmarks)

Selma, CA

2023 Jeep Wrangler 4-Door Sport Altitude

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

2023 Jeep Wrangler 4-Door Sport Altitude

Selma, CA

UnscoredInsufficient · 0
$28,58852,615 mi

Selma, CA

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

Selma, CA

Unscored
$28,76928,134 mi

Comparison: 9 similar vehicles

Selma, CA

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

Selma, CA

UnscoredInsufficient · 3
$28,88837,886 mi

Comparison: 3 similar vehicles

Selma, CA

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

Selma, CA

Unscored
$28,97122,952 mi

Comparison: 9 similar vehicles

Selma, CA

2024 Jeep Wrangler 4xe Willys 4XE

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

2024 Jeep Wrangler 4xe Willys 4XE

Selma, CA

UnscoredInsufficient · 3
$28,97229,732 mi

Comparison: 3 similar vehicles

Selma, CA

2024 Jeep Grand Cherokee L Laredo

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

2024 Jeep Grand Cherokee L Laredo

Selma, CA

UnscoredInsufficient · 3
$29,05730,016 mi

Comparison: 3 similar vehicles

Selma, CA

2023 Jeep Wrangler 4xe Rubicon 4XE

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

2023 Jeep Wrangler 4xe Rubicon 4XE

Selma, CA

Unscored
$29,15437,964 mi

Comparison: 5 similar vehicles

Selma, CA

2025 Jeep Grand Cherokee Altitude

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

2025 Jeep Grand Cherokee Altitude

Selma, CA

UnscoredInsufficient · 3
$29,66425,402 mi

Comparison: 3 similar vehicles

Selma, CA

2025 Jeep Grand Cherokee Altitude

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

2025 Jeep Grand Cherokee Altitude

Selma, CA

Fair PriceLimited · 12
$30,04833,302 mi

Market: $27,662 – $36,083

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Selma, CA

2025 Jeep Grand Cherokee Altitude

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

2025 Jeep Grand Cherokee Altitude

Selma, CA

UnscoredInsufficient · 4
$30,68819,724 mi

Comparison: 4 similar vehicles

Selma, CA

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

Selma, CA

UnscoredInsufficient · 0
$30,97822,875 mi

Selma, CA

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

Selma, CA

UnscoredInsufficient · 3
$31,47936,183 mi

Comparison: 3 similar vehicles

Selma, CA

2023 Jeep Grand Cherokee Overland 4xe

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

2023 Jeep Grand Cherokee Overland 4xe

Selma, CA

Unscored
$32,06523,757 mi

Comparison: 6 similar vehicles

Selma, CA

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

Selma, CA

UnscoredInsufficient · 0
$33,387Mileage not verified

Selma, CA

2025 Jeep Wrangler 4-Door Willys

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

2025 Jeep Wrangler 4-Door Willys

Selma, CA

UnscoredInsufficient · 3
$33,94938,312 mi

Comparison: 3 similar vehicles

Selma, CA

2025 Jeep Grand Cherokee Altitude

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

2025 Jeep Grand Cherokee Altitude

Selma, CA

UnscoredInsufficient · 0
$34,8044,216 mi

Selma, CA

2026 Jeep Cherokee Laredo

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

2026 Jeep Cherokee Laredo

Selma, CA

Unscored
$34,927Mileage not verified

Comparison: 6 similar vehicles

Selma, CA

2025 Jeep Wrangler 4-Door Willys

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

2025 Jeep Wrangler 4-Door Willys

Selma, CA

UnscoredInsufficient · 4
$34,94924,882 mi

Comparison: 4 similar vehicles

Selma, CA

2026 Jeep Cherokee Laredo

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

2026 Jeep Cherokee Laredo

Selma, CA

Unscored
$35,162Mileage not verified

Comparison: 6 similar vehicles

Selma, CA

2026 Jeep Grand Cherokee Laredo

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

2026 Jeep Grand Cherokee Laredo

Selma, CA

Fair PriceLimited · 13
$35,908Mileage not verified

Market: $36,342 – $42,326

Comparison: 13 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 210 days listed (based on current market benchmarks)

Selma, CA

2026 Jeep Grand Cherokee Laredo

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

2026 Jeep Grand Cherokee Laredo

Selma, CA

Fair PriceLimited · 11
$36,342Mileage not verified

Market: $35,908 – $42,326

Comparison: 11 similar vehicles

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

Selma, CA

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

Selma, CA

UnscoredInsufficient · 3
$36,519Mileage not verified

Comparison: 3 similar vehicles

Selma, CA

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

Selma, CA

UnscoredInsufficient · 3
$37,392Mileage not verified

Comparison: 3 similar vehicles

Selma, CA

2026 Jeep Grand Cherokee Limited

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

2026 Jeep Grand Cherokee Limited

Selma, CA

Fair PriceLimited · 10
$37,544Mileage not verified

Market: $38,069 – $44,365

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 274 days listed (based on current market benchmarks)

Selma, CA

2026 Jeep Grand Cherokee Limited

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

2026 Jeep Grand Cherokee Limited

Selma, CA

Fair PriceLimited · 10
$38,069Mileage not verified

Market: $37,544 – $44,365

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 323 days listed (based on current market benchmarks)

Selma, CA

2026 Jeep Grand Cherokee Limited

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

2026 Jeep Grand Cherokee Limited

Selma, CA

Fair PriceLimited · 10
$38,276Mileage not verified

Market: $37,544 – $44,365

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 340 days listed (based on current market benchmarks)

Selma, CA

2023 Jeep Gladiator High Altitude

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

2023 Jeep Gladiator High Altitude

Selma, CA

UnscoredInsufficient · 0
$38,97228,690 mi

Selma, CA

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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