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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

32 listings found

2019 Jeep Compass Latitude

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

2019 Jeep Compass Latitude

Brookfield, WI

UnscoredInsufficient · 4
$17,01550,598 mi

Comparison: 4 similar vehicles

Brookfield, WI

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

Brookfield, WI

UnscoredInsufficient · 0
$19,29032,840 mi

Brookfield, WI

2018 Jeep Wrangler JK Altitude

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

2018 Jeep Wrangler JK Altitude

Brookfield, WI

UnscoredInsufficient · 0
$19,29984,710 mi

Brookfield, WI

2021 Jeep Wrangler Unlimited Sahara

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

2021 Jeep Wrangler Unlimited Sahara

Brookfield, WI

Fair PriceLimited · 10
$24,44074,515 mi

Market: $20,411 – $26,800

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Brookfield, WI

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

Brookfield, WI

Unscored
$24,99088,361 mi

Comparison: 18 similar vehicles

Brookfield, WI

2022 Jeep Wrangler Sport

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

2022 Jeep Wrangler Sport

Brookfield, WI

UnscoredInsufficient · 0
$26,4945,239 mi

Brookfield, WI

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

Brookfield, WI

OverpricedModerate · 39
$28,49865,062 mi

Market: $21,980 – $27,963

Comparison: 39 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Brookfield, WI

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

Brookfield, WI

UnscoredInsufficient · 3
$28,62631,627 mi

Comparison: 3 similar vehicles

Brookfield, WI

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

Brookfield, WI

Unscored
$29,13237,985 mi

Comparison: 7 similar vehicles

Brookfield, WI

2025 Jeep Wrangler 4-Door Sahara

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

2025 Jeep Wrangler 4-Door Sahara

Brookfield, WI

Unscored
$29,69042,146 mi

Comparison: 15 similar vehicles

Brookfield, WI

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

Brookfield, WI

OverpricedLimited · 12
$30,51551,412 mi

Market: $24,377 – $26,589

Comparison: 12 similar vehicles

Priced ~15% above the typical market range for similar vehicles (based on current market benchmarks)

Brookfield, WI

2024 Jeep Wrangler 4-Door Rubicon

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

2024 Jeep Wrangler 4-Door Rubicon

Brookfield, WI

Fair PriceLimited · 14
$30,99056,792 mi

Market: $29,562 – $33,775

Comparison: 14 similar vehicles

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

Brookfield, WI

2025 Jeep Grand Cherokee L Laredo

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

2025 Jeep Grand Cherokee L Laredo

Brookfield, WI

UnscoredInsufficient · 0
$31,69031,415 mi

Brookfield, WI

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

Brookfield, WI

OverpricedLimited · 12
$32,52026,520 mi

Market: $29,999 – $31,998

Comparison: 12 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Brookfield, WI

2024 Jeep Grand Cherokee L Limited

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

2024 Jeep Grand Cherokee L Limited

Brookfield, WI

Unscored
$32,98926,178 mi

Comparison: 5 similar vehicles

Brookfield, WI

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

Brookfield, WI

Unscored
$33,99580,152 mi

Comparison: 7 similar vehicles

Brookfield, WI

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

Brookfield, WI

Great DealLimited · 14
$35,51520,973 mi

Market: $36,913 – $37,369

Comparison: 14 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 52 days listed (based on current market benchmarks)

Brookfield, WI

2024 Jeep Wrangler 4-Door Sahara

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

2024 Jeep Wrangler 4-Door Sahara

Brookfield, WI

Fair PriceModerate · 23
$36,49831,803 mi

Market: $29,996 – $38,905

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 114 days listed (based on current market benchmarks)

Brookfield, WI

2027 Jeep Cherokee Laredo

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

2027 Jeep Cherokee Laredo

Brookfield, WI

Great DealModerate · 38
$38,507Mileage not verified

Market: $39,940 – $41,262

Comparison: 38 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 71 days listed (based on current market benchmarks)

Brookfield, WI

2026 Jeep Cherokee Laredo

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

2026 Jeep Cherokee Laredo

Brookfield, WI

Fair PriceRobust · 118
$40,532Mileage not verified

Market: $32,397 – $40,693

Comparison: 118 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 232 days listed (based on current market benchmarks)

Brookfield, WI

2027 Jeep Grand Cherokee L Laredo

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

2027 Jeep Grand Cherokee L Laredo

Brookfield, WI

Fair PriceRobust · 57
$46,650Mileage not verified

Market: $45,733 – $52,022

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Brookfield, WI

2026 Jeep Gladiator Sport S

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

2026 Jeep Gladiator Sport S

Brookfield, WI

Fair PriceRobust · 55
$47,446Mileage not verified

Market: $39,566 – $54,051

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 214 days listed (based on current market benchmarks)

Brookfield, WI

2025 Jeep Wrangler 4-Door Rubicon X

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

2025 Jeep Wrangler 4-Door Rubicon X

Brookfield, WI

UnscoredInsufficient · 3
$47,99022,793 mi

Comparison: 3 similar vehicles

Brookfield, WI

2026 Jeep Gladiator Sport S

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

2026 Jeep Gladiator Sport S

Brookfield, WI

Fair PriceRobust · 55
$48,405Mileage not verified

Market: $39,566 – $54,051

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 218 days listed (based on current market benchmarks)

Brookfield, WI

2026 Jeep Gladiator Willys

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

2026 Jeep Gladiator Willys

Brookfield, WI

Fair PriceLimited · 18
$48,944Mileage not verified

Market: $41,058 – $50,376

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 214 days listed (based on current market benchmarks)

Brookfield, WI

2027 Jeep Gladiator Willys

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

2027 Jeep Gladiator Willys

Brookfield, WI

Fair PriceLimited · 14
$50,249Mileage not verified

Market: $49,713 – $55,869

Comparison: 14 similar vehicles

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

Brookfield, WI

2027 Jeep Gladiator Rubicon

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

2027 Jeep Gladiator Rubicon

Brookfield, WI

UnscoredInsufficient · 3
$56,053Mileage not verified

Comparison: 3 similar vehicles

Brookfield, WI

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

Brookfield, WI

Unscored
$57,702Mileage not verified

Comparison: 6 similar vehicles

Brookfield, WI

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

Brookfield, WI

OverpricedRobust · 157
$58,252Mileage not verified

Market: $51,220 – $58,128

Comparison: 157 similar vehicles

Brookfield, WI

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

Brookfield, WI

OverpricedRobust · 120
$58,847Mileage not verified

Market: $48,610 – $56,454

Comparison: 120 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Brookfield, WI

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

Brookfield, WI

Fair PriceRobust · 102
$66,257Mileage not verified

Market: $58,659 – $67,330

Comparison: 102 similar vehicles

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

Brookfield, WI

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

Brookfield, WI

Fair PriceModerate · 42
$70,985230 mi

Market: $68,456 – $74,952

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 233 days listed (based on current market benchmarks)

Brookfield, WI

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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