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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

87 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

Cabot, AR

Unscored
$5,995155,701 mi

Comparison: 5 similar vehicles

Cabot, AR

2018 Jeep Renegade Altitude Package

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

2018 Jeep Renegade Altitude Package

Cabot, AR

UnscoredInsufficient · 3
$8,499131,425 mi

Comparison: 3 similar vehicles

Cabot, AR

2018 Jeep Cherokee Latitude Plus

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

2018 Jeep Cherokee Latitude Plus

Cabot, AR

Fair PriceLimited · 15
$8,995100,239 mi

Market: $7,124 – $15,990

Comparison: 15 similar vehicles

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

Cabot, AR

2014 Jeep Grand Cherokee Overland

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

2014 Jeep Grand Cherokee Overland

Cabot, AR

Unscored
$8,995160,630 mi

Comparison: 7 similar vehicles

Cabot, AR

2018 Jeep Compass Trailhawk

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

2018 Jeep Compass Trailhawk

Cabot, AR

UnscoredInsufficient · 3
$9,850110,773 mi

Comparison: 3 similar vehicles

Cabot, AR

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Cabot, AR

Unscored
$9,950154,000 mi

Comparison: 32 similar vehicles

Cabot, AR

2021 Jeep Compass Limited

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

2021 Jeep Compass Limited

Cabot, AR

Unscored
$9,995191,114 mi

Comparison: 5 similar vehicles

Cabot, AR

2014 Jeep Grand Cherokee Summit

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

2014 Jeep Grand Cherokee Summit

Cabot, AR

UnscoredInsufficient · 3
$9,995132,700 mi

Comparison: 3 similar vehicles

Cabot, AR

2020 Jeep Cherokee Trailhawk

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

2020 Jeep Cherokee Trailhawk

Cabot, AR

Unscored
$10,995151,375 mi

Comparison: 20 similar vehicles

Cabot, AR

2019 Jeep Cherokee Trailhawk Elite

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

2019 Jeep Cherokee Trailhawk Elite

Cabot, AR

UnscoredInsufficient · 3
$10,995128,576 mi

Comparison: 3 similar vehicles

Cabot, AR

2019 Jeep Renegade Sport

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

2019 Jeep Renegade Sport

Cabot, AR

UnscoredInsufficient · 0
$10,995112,515 mi

Cabot, AR

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Cabot, AR

Unscored
$11,499155,127 mi

Comparison: 18 similar vehicles

Cabot, AR

2015 Jeep Cherokee Sport

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

2015 Jeep Cherokee Sport

Cabot, AR

UnscoredInsufficient · 0
$11,900149,916 mi

Cabot, AR

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Cabot, AR

Unscored
$11,999134,235 mi

Comparison: 18 similar vehicles

Cabot, AR

2020 Jeep Renegade Latitude

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

2020 Jeep Renegade Latitude

Cabot, AR

Unscored
$12,900128,380 mi

Comparison: 11 similar vehicles

Cabot, AR

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

Cabot, AR

Unscored
$12,900182,231 mi

Comparison: 6 similar vehicles

Cabot, AR

2013 Jeep Wrangler Sport

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

2013 Jeep Wrangler Sport

Cabot, AR

UnscoredInsufficient · 3
$12,995147,114 mi

Comparison: 3 similar vehicles

Cabot, AR

2019 Jeep Compass Limited

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

2019 Jeep Compass Limited

Cabot, AR

UnscoredInsufficient · 3
$13,548101,304 mi

Comparison: 3 similar vehicles

Cabot, AR

2022 Jeep Renegade Latitude

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

2022 Jeep Renegade Latitude

Cabot, AR

Unscored
$14,900118,346 mi

Comparison: 10 similar vehicles

Cabot, AR

2014 Jeep Wrangler Unlimited Sport

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

2014 Jeep Wrangler Unlimited Sport

Cabot, AR

Unscored
$14,988142,714 mi

Comparison: 7 similar vehicles

Cabot, AR

2012 Jeep Wrangler Rubicon

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

2012 Jeep Wrangler Rubicon

Cabot, AR

UnscoredInsufficient · 0
$14,990139,728 mi

Cabot, AR

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

Cabot, AR

Unscored
$14,999133,857 mi

Comparison: 24 similar vehicles

Cabot, AR

2013 Jeep Wrangler Sport

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

2013 Jeep Wrangler Sport

Cabot, AR

UnscoredInsufficient · 4
$15,02989,934 mi

Comparison: 4 similar vehicles

Cabot, AR

2013 Jeep Wrangler Sport

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

2013 Jeep Wrangler Sport

Cabot, AR

UnscoredInsufficient · 4
$15,02995,020 mi

Comparison: 4 similar vehicles

Cabot, AR

2020 Jeep Wrangler Unlimited Sport S

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

2020 Jeep Wrangler Unlimited Sport S

Cabot, AR

Great DealRobust · 50
$15,999104,733 mi

Market: $20,499 – $28,995

Comparison: 50 similar vehicles

Competitively priced ~22% below the typical range compared to similar vehicles · 48 days listed (based on current market benchmarks)

Cabot, AR

2018 Jeep Cherokee Overland

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

2018 Jeep Cherokee Overland

Cabot, AR

UnscoredInsufficient · 3
$15,999107,770 mi

Comparison: 3 similar vehicles

Cabot, AR

2016 Jeep Wrangler Unlimited Willys Wheeler

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

2016 Jeep Wrangler Unlimited Willys Wheeler

Cabot, AR

UnscoredInsufficient · 0
$17,02991,323 mi

Cabot, AR

2025 Jeep Compass Sport

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

2025 Jeep Compass Sport

Cabot, AR

UnscoredInsufficient · 0
$17,99560,888 mi

Cabot, AR

2014 Jeep Wrangler Unlimited Sahara

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

2014 Jeep Wrangler Unlimited Sahara

Cabot, AR

Fair PriceLimited · 16
$18,12998,736 mi

Market: $16,323 – $20,990

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Cabot, AR

2019 Jeep Grand Cherokee Limited X

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

2019 Jeep Grand Cherokee Limited X

Cabot, AR

Great DealLimited · 11
$18,31695,512 mi

Market: $20,800 – $23,590

Comparison: 11 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 18 days listed (based on current market benchmarks)

Cabot, AR

2014 Jeep Wrangler Unlimited Sport

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

2014 Jeep Wrangler Unlimited Sport

Cabot, AR

Unscored
$18,800128,348 mi

Comparison: 5 similar vehicles

Cabot, AR

2021 Jeep Grand Cherokee L Altitude

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

2021 Jeep Grand Cherokee L Altitude

Cabot, AR

Unscored
$19,231123,497 mi

Comparison: 12 similar vehicles

Cabot, AR

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Cabot, AR

Fair PriceModerate · 29
$19,54869,166 mi

Market: $9,929 – $19,590

Comparison: 29 similar vehicles

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

Cabot, AR

2019 Jeep Grand Cherokee Overland

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

2019 Jeep Grand Cherokee Overland

Cabot, AR

Fair PriceLimited · 18
$19,870108,799 mi

Market: $18,175 – $20,990

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Cabot, AR

2018 Jeep Wrangler JK Unlimited Rubicon

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

2018 Jeep Wrangler JK Unlimited Rubicon

Cabot, AR

UnscoredInsufficient · 0
$19,988149,830 mi

Cabot, AR

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

Cabot, AR

Unscored
$19,995111,187 mi

Comparison: 30 similar vehicles

Cabot, AR

2023 Jeep Renegade Latitude

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

2023 Jeep Renegade Latitude

Cabot, AR

UnscoredInsufficient · 4
$20,31035,422 mi

Comparison: 4 similar vehicles

Cabot, AR

No Photo

2022 Jeep Compass Latitude Lux

Cabot, AR

UnscoredInsufficient · 3
$21,00233,386 mi

Comparison: 3 similar vehicles

Cabot, AR

2022 Jeep Grand Cherokee WK Laredo X

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

2022 Jeep Grand Cherokee WK Laredo X

Cabot, AR

UnscoredInsufficient · 3
$21,344113,500 mi

Comparison: 3 similar vehicles

Cabot, AR

2021 Jeep Cherokee Trailhawk

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

2021 Jeep Cherokee Trailhawk

Cabot, AR

UnscoredInsufficient · 0
$21,67149,644 mi

Cabot, AR

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

Cabot, AR

Unscored
$21,821129,875 mi

Comparison: 28 similar vehicles

Cabot, AR

2021 Jeep Gladiator Sport S

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

2021 Jeep Gladiator Sport S

Cabot, AR

Unscored
$22,121148,455 mi

Comparison: 5 similar vehicles

Cabot, AR

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

Cabot, AR

UnscoredInsufficient · 0
$22,40458,824 mi

Cabot, AR

2025 Jeep Compass Sport

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

2025 Jeep Compass Sport

Cabot, AR

Unscored
$22,50632,911 mi

Comparison: 14 similar vehicles

Cabot, AR

2021 Jeep Wrangler Unlimited Sport RHD

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

2021 Jeep Wrangler Unlimited Sport RHD

Cabot, AR

UnscoredInsufficient · 3
$22,854134,035 mi

Comparison: 3 similar vehicles

Cabot, AR

2022 Jeep Grand Cherokee L Limited

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

2022 Jeep Grand Cherokee L Limited

Cabot, AR

Unscored
$23,059107,015 mi

Comparison: 10 similar vehicles

Cabot, AR

2020 Jeep Wrangler Sport S

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

2020 Jeep Wrangler Sport S

Cabot, AR

Fair PriceLimited · 10
$23,13163,414 mi

Market: $20,990 – $28,950

Comparison: 10 similar vehicles

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

Cabot, AR

2023 Jeep Grand Cherokee L Altitude

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

2023 Jeep Grand Cherokee L Altitude

Cabot, AR

Unscored
$23,196111,875 mi

Comparison: 12 similar vehicles

Cabot, AR

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

Cabot, AR

Fair PriceLimited · 18
$23,48276,255 mi

Market: $22,871 – $24,990

Comparison: 18 similar vehicles

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

Cabot, AR

2022 Jeep Grand Cherokee L Limited

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

2022 Jeep Grand Cherokee L Limited

Cabot, AR

Fair PriceLimited · 10
$23,84681,063 mi

Market: $23,059 – $28,900

Comparison: 10 similar vehicles

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

Cabot, AR

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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