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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 24, 2026

6M+

Unique vehicles analyzed

as of October 24, 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

78 listings found

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Pullman, WA

UnscoredLimited · 7
$5,195195,850 mi

Comparison: 7 similar vehicles

Pullman, WA

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Pullman, WA

UnscoredLimited · 7
$10,67091,311 mi

Comparison: 7 similar vehicles

Pullman, WA

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Pullman, WA

UnscoredLimited · 7
$11,195133,175 mi

Comparison: 7 similar vehicles

Pullman, WA

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Pullman, WA

UnscoredLimited · 7
$13,49571,548 mi

Comparison: 7 similar vehicles

Pullman, WA

2022 Jeep Compass Latitude

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

2022 Jeep Compass Latitude

Pullman, WA

UnscoredInsufficient · 0
$17,16871,096 mi

Pullman, WA

2021 Jeep Compass Limited

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

2021 Jeep Compass Limited

Pullman, WA

UnscoredInsufficient · 0
$17,96876,795 mi

Pullman, WA

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

Pullman, WA

UnscoredInsufficient · 0
$18,19571,696 mi

Pullman, WA

2022 Jeep Compass Latitude

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

2022 Jeep Compass Latitude

Pullman, WA

UnscoredInsufficient · 0
$18,71253,202 mi

Pullman, WA

2017 Jeep Wrangler Unlimited Rubicon

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

2017 Jeep Wrangler Unlimited Rubicon

Pullman, WA

UnscoredInsufficient · 3
$23,09481,600 mi

Comparison: 3 similar vehicles

Pullman, WA

2017 Jeep Wrangler Unlimited Rubicon

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

2017 Jeep Wrangler Unlimited Rubicon

Pullman, WA

UnscoredInsufficient · 3
$23,99976,885 mi

Comparison: 3 similar vehicles

Pullman, WA

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

Pullman, WA

UnscoredInsufficient · 0
$24,19945,084 mi

Pullman, WA

2019 Jeep Wrangler Unlimited Sahara

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

2019 Jeep Wrangler Unlimited Sahara

Pullman, WA

OverpricedLimited · 14
$25,99976,264 mi

Market: $19,995 – $25,356

Comparison: 14 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Pullman, WA

2022 Jeep Gladiator Altitude

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

2022 Jeep Gladiator Altitude

Pullman, WA

UnscoredInsufficient · 0
$26,19957,110 mi

Pullman, WA

2023 Jeep Grand Cherokee L Laredo

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

2023 Jeep Grand Cherokee L Laredo

Pullman, WA

UnscoredLimited · 7
$27,94858,560 mi

Comparison: 7 similar vehicles

Pullman, WA

2026 Jeep Compass Altitude Special Edition

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

2026 Jeep Compass Altitude Special Edition

Pullman, WA

UnscoredInsufficient · 0
$28,19510,405 mi

Pullman, WA

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

Pullman, WA

UnscoredInsufficient · 0
$28,19548,705 mi

Pullman, WA

2021 Jeep Gladiator Overland

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

2021 Jeep Gladiator Overland

Pullman, WA

UnscoredLimited · 5
$29,19589,055 mi

Comparison: 5 similar vehicles

Pullman, WA

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

Pullman, WA

UnscoredInsufficient · 0
$29,19549,009 mi

Pullman, WA

2026 Jeep Compass Altitude Special Edition

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

2026 Jeep Compass Altitude Special Edition

Pullman, WA

UnscoredInsufficient · 0
$29,951Mileage not verified

Pullman, WA

2022 Jeep Gladiator Sport S

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

2022 Jeep Gladiator Sport S

Pullman, WA

UnscoredInsufficient · 0
$30,36429,074 mi

Pullman, 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

Pullman, WA

UnscoredInsufficient · 0
$31,19559,915 mi

Pullman, WA

2026 Jeep Compass Trailhawk

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

2026 Jeep Compass Trailhawk

Pullman, WA

UnscoredInsufficient · 3
$31,948Mileage not verified

Comparison: 3 similar vehicles

Pullman, WA

2023 Jeep Grand Cherokee L Limited

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

2023 Jeep Grand Cherokee L Limited

Pullman, WA

UnscoredInsufficient · 3
$31,99953,627 mi

Comparison: 3 similar vehicles

Pullman, 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

Pullman, WA

Fair PriceRobust · 96
$32,065Mileage not verified

Market: $26,885 – $36,050

Comparison: 96 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 240 days listed (based on current market benchmarks)

Pullman, WA

2020 Jeep Gladiator Mojave

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

2020 Jeep Gladiator Mojave

Pullman, WA

UnscoredInsufficient · 0
$32,76950,290 mi

Pullman, WA

2026 Jeep Compass Trailhawk

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

2026 Jeep Compass Trailhawk

Pullman, WA

UnscoredInsufficient · 3
$32,890Mileage not verified

Comparison: 3 similar vehicles

Pullman, WA

2026 Jeep Compass Trailhawk

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

2026 Jeep Compass Trailhawk

Pullman, WA

UnscoredInsufficient · 3
$34,485Mileage not verified

Comparison: 3 similar vehicles

Pullman, WA

2026 Jeep Cherokee Laredo

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

2026 Jeep Cherokee Laredo

Pullman, WA

UnscoredInsufficient · 3
$34,992Mileage not verified

Comparison: 3 similar vehicles

Pullman, WA

2026 Jeep Compass Trailhawk

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

2026 Jeep Compass Trailhawk

Pullman, WA

UnscoredInsufficient · 3
$36,555Mileage not verified

Comparison: 3 similar vehicles

Pullman, WA

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

Pullman, WA

Fair PriceRobust · 76
$37,195Mileage not verified

Market: $33,173 – $50,567

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 252 days listed (based on current market benchmarks)

Pullman, WA

2024 Jeep Wrangler 2-Door Rubicon

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

2024 Jeep Wrangler 2-Door Rubicon

Pullman, WA

UnscoredInsufficient · 0
$37,19528,956 mi

Pullman, WA

2026 Jeep Cherokee Laredo

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

2026 Jeep Cherokee Laredo

Pullman, WA

UnscoredInsufficient · 3
$37,210Mileage not verified

Comparison: 3 similar vehicles

Pullman, WA

2026 Jeep Cherokee Laredo

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

2026 Jeep Cherokee Laredo

Pullman, WA

UnscoredInsufficient · 3
$38,320Mileage not verified

Comparison: 3 similar vehicles

Pullman, WA

2026 Jeep Cherokee Laredo

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

2026 Jeep Cherokee Laredo

Pullman, WA

UnscoredInsufficient · 3
$38,415Mileage not verified

Comparison: 3 similar vehicles

Pullman, WA

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

Pullman, WA

Fair PriceRobust · 76
$40,086Mileage not verified

Market: $33,173 – $50,567

Comparison: 76 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 223 days listed (based on current market benchmarks)

Pullman, WA

2025 Jeep Grand Cherokee Limited

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

2025 Jeep Grand Cherokee Limited

Pullman, WA

UnscoredInsufficient · 0
$40,19516,532 mi

Pullman, WA

2026 Jeep Cherokee Limited

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

2026 Jeep Cherokee Limited

Pullman, WA

Fair PriceModerate · 46
$40,205Mileage not verified

Market: $34,992 – $45,089

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Pullman, WA

2027 Jeep Cherokee Laredo

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

2027 Jeep Cherokee Laredo

Pullman, WA

UnscoredInsufficient · 3
$42,135Mileage not verified

Comparison: 3 similar vehicles

Pullman, WA

2026 Jeep Cherokee Overland

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

2026 Jeep Cherokee Overland

Pullman, WA

Fair PriceLimited · 17
$42,300Mileage not verified

Market: $38,303 – $47,584

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Pullman, WA

2026 Jeep Grand Cherokee L Laredo

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

2026 Jeep Grand Cherokee L Laredo

Pullman, WA

Fair PriceModerate · 44
$43,868Mileage not verified

Market: $38,610 – $50,477

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 156 days listed (based on current market benchmarks)

Pullman, WA

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

Pullman, WA

Fair PriceModerate · 27
$43,925Mileage not verified

Market: $39,590 – $49,897

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 169 days listed (based on current market benchmarks)

Pullman, WA

2026 Jeep Gladiator Sahara

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

2026 Jeep Gladiator Sahara

Pullman, WA

Fair PriceLimited · 10
$44,053Mileage not verified

Market: $39,992 – $54,162

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 128 days listed (based on current market benchmarks)

Pullman, WA

2027 Jeep Cherokee Limited Altitude

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

2027 Jeep Cherokee Limited Altitude

Pullman, WA

UnscoredInsufficient · 0
$45,555Mileage not verified

Pullman, WA

2026 Jeep Gladiator 85th Anniversary Edition

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

2026 Jeep Gladiator 85th Anniversary Edition

Pullman, WA

Fair PriceLimited · 10
$46,115Mileage not verified

Market: $43,862 – $55,439

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 185 days listed (based on current market benchmarks)

Pullman, WA

2027 Jeep Wrangler 4-Door Sport

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

2027 Jeep Wrangler 4-Door Sport

Pullman, WA

UnscoredInsufficient · 4
$46,660Mileage not verified

Comparison: 4 similar vehicles

Pullman, WA

2026 Jeep Grand Cherokee 85th Anniversary Edition

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

2026 Jeep Grand Cherokee 85th Anniversary Edition

Pullman, WA

Fair PriceModerate · 21
$47,003Mileage not verified

Market: $44,278 – $55,594

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 134 days listed (based on current market benchmarks)

Pullman, WA

2023 Jeep Wagoneer Series III

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

2023 Jeep Wagoneer Series III

Pullman, WA

UnscoredInsufficient · 0
$47,19550,729 mi

Pullman, WA

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

Pullman, WA

UnscoredLimited · 9
$47,363Mileage not verified

Comparison: 9 similar vehicles

Pullman, WA

2026 Jeep Grand Cherokee 85th Anniversary Edition

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

2026 Jeep Grand Cherokee 85th Anniversary Edition

Pullman, WA

Fair PriceModerate · 21
$47,467Mileage not verified

Market: $44,278 – $55,594

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Pullman, 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

Pullman, WA

UnscoredInsufficient · 3
$48,195Mileage not verified

Comparison: 3 similar vehicles

Pullman, 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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