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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 31, 2026

6.1M+

Unique vehicles analyzed

as of October 31, 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

116 listings found

2013 Jeep Wrangler Unlimited Freedom Edition

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

2013 Jeep Wrangler Unlimited Freedom Edition

Queens, NY

UnscoredInsufficient · 0
$10,995151,808 mi

Queens, NY

2015 Jeep Grand Cherokee Altitude

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

2015 Jeep Grand Cherokee Altitude

Queens, NY

Unscored
$11,995141,470 mi

Comparison: 18 similar vehicles

Queens, NY

2019 Jeep Compass Limited

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

2019 Jeep Compass Limited

Queens, NY

Great DealModerate · 20
$11,99986,020 mi

Market: $13,774 – $15,774

Comparison: 20 similar vehicles

Competitively priced ~13% below the typical range compared to similar vehicles · 86 days listed (based on current market benchmarks)

Queens, NY

2017 Jeep Wrangler Sport S

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

2017 Jeep Wrangler Sport S

Queens, NY

UnscoredInsufficient · 3
$13,80073,945 mi

Comparison: 3 similar vehicles

Queens, NY

2018 Jeep Grand Cherokee High Altitude

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

2018 Jeep Grand Cherokee High Altitude

Queens, NY

Fair PriceLimited · 14
$13,900101,888 mi

Market: $9,995 – $19,995

Comparison: 14 similar vehicles

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

Queens, NY

2012 Jeep Wrangler Unlimited Sahara

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

2012 Jeep Wrangler Unlimited Sahara

Queens, NY

Fair PriceLimited · 13
$13,995111,241 mi

Market: $7,777 – $14,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 251 days listed (based on current market benchmarks)

Queens, NY

2021 Jeep Compass Limited

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

2021 Jeep Compass Limited

Queens, NY

UnscoredInsufficient · 0
$16,16517,039 mi

Queens, NY

2020 Jeep Cherokee Altitude

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

2020 Jeep Cherokee Altitude

Queens, NY

UnscoredInsufficient · 0
$17,16542,376 mi

Queens, NY

2020 Jeep Cherokee Limited

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

2020 Jeep Cherokee Limited

Queens, NY

Fair PriceLimited · 12
$18,17048,600 mi

Market: $17,995 – $23,220

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Queens, NY

2024 Jeep Compass Trailhawk

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

2024 Jeep Compass Trailhawk

Queens, NY

Unscored
$18,40553,105 mi

Comparison: 6 similar vehicles

Queens, NY

2019 Jeep Grand Cherokee Limited

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

2019 Jeep Grand Cherokee Limited

Queens, NY

Fair PriceRobust · 89
$18,80168,529 mi

Market: $9,995 – $21,899

Comparison: 89 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Queens, NY

2024 Jeep Compass Trailhawk

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

2024 Jeep Compass Trailhawk

Queens, NY

Unscored
$19,16551,888 mi

Comparison: 6 similar vehicles

Queens, NY

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Queens, NY

Unscored
$20,16543,965 mi

Comparison: 58 similar vehicles

Queens, NY

2023 Jeep Renegade Altitude

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

2023 Jeep Renegade Altitude

Queens, NY

Unscored
$20,49920,629 mi

Comparison: 9 similar vehicles

Queens, NY

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

Queens, NY

Unscored
$24,66542,750 mi

Comparison: 32 similar vehicles

Queens, NY

2021 Jeep Wrangler Unlimited Sport S

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

2021 Jeep Wrangler Unlimited Sport S

Queens, NY

Fair PriceRobust · 77
$25,40035,257 mi

Market: $25,574 – $30,595

Comparison: 77 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 15 days listed (based on current market benchmarks)

Queens, NY

2023 Jeep Grand Cherokee Laredo

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

2023 Jeep Grand Cherokee Laredo

Queens, NY

Unscored
$25,50060,250 mi

Comparison: 6 similar vehicles

Queens, NY

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

Queens, NY

Unscored
$26,59951,237 mi

Comparison: 5 similar vehicles

Queens, NY

2023 Jeep Gladiator Sport

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

2023 Jeep Gladiator Sport

Queens, NY

UnscoredInsufficient · 3
$29,00026,287 mi

Comparison: 3 similar vehicles

Queens, NY

2021 Jeep Gladiator Rubicon

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

2021 Jeep Gladiator Rubicon

Queens, NY

Unscored
$29,62562,267 mi

Comparison: 14 similar vehicles

Queens, NY

2026 Jeep Compass 85th Anniversary

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

2026 Jeep Compass 85th Anniversary

Queens, NY

Unscored
$32,392Mileage not verified

Comparison: 5 similar vehicles

Queens, NY

2026 Jeep Compass 85th Anniversary

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

2026 Jeep Compass 85th Anniversary

Queens, NY

Unscored
$33,362Mileage not verified

Comparison: 5 similar vehicles

Queens, NY

2026 Jeep Compass 85th Anniversary

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

2026 Jeep Compass 85th Anniversary

Queens, NY

Unscored
$33,892Mileage not verified

Comparison: 5 similar vehicles

Queens, NY

2026 Jeep Compass Limited Altitude

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

2026 Jeep Compass Limited Altitude

Queens, NY

Fair PriceRobust · 521
$34,062Mileage not verified

Market: $31,173 – $41,663

Comparison: 521 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Queens, NY

2026 Jeep Cherokee Laredo

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

2026 Jeep Cherokee Laredo

Queens, NY

Fair PriceRobust · 416
$34,733Mileage not verified

Market: $33,947 – $46,214

Comparison: 416 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 154 days listed (based on current market benchmarks)

Queens, NY

2026 Jeep Cherokee Laredo

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

2026 Jeep Cherokee Laredo

Queens, NY

Fair PriceRobust · 416
$34,733Mileage not verified

Market: $33,947 – $46,214

Comparison: 416 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 107 days listed (based on current market benchmarks)

Queens, NY

2026 Jeep Cherokee Laredo

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

2026 Jeep Cherokee Laredo

Queens, NY

Fair PriceRobust · 416
$35,282Mileage not verified

Market: $33,947 – $46,214

Comparison: 416 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 164 days listed (based on current market benchmarks)

Queens, NY

2026 Jeep Cherokee Laredo

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

2026 Jeep Cherokee Laredo

Queens, NY

Fair PriceRobust · 416
$35,282Mileage not verified

Market: $33,947 – $46,214

Comparison: 416 similar vehicles

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

Queens, NY

2023 Jeep Grand Cherokee Summit Reserve

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

2023 Jeep Grand Cherokee Summit Reserve

Queens, NY

Unscored
$36,16039,672 mi

Comparison: 13 similar vehicles

Queens, NY

2022 Jeep Wagoneer Series II

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

2022 Jeep Wagoneer Series II

Queens, NY

UnscoredInsufficient · 3
$36,16532,933 mi

Comparison: 3 similar vehicles

Queens, NY

2026 Jeep Wrangler 2-Door Sport

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

2026 Jeep Wrangler 2-Door Sport

Queens, NY

Fair PriceModerate · 33
$36,381Mileage not verified

Market: $33,212 – $43,203

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 197 days listed (based on current market benchmarks)

Queens, NY

2026 Jeep Wrangler 2-Door Sport

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

2026 Jeep Wrangler 2-Door Sport

Queens, NY

Fair PriceModerate · 33
$36,381Mileage not verified

Market: $33,212 – $43,203

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 196 days listed (based on current market benchmarks)

Queens, NY

2026 Jeep Cherokee Limited

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

2026 Jeep Cherokee Limited

Queens, NY

Fair PriceRobust · 816
$37,038Mileage not verified

Market: $35,774 – $46,214

Comparison: 816 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 204 days listed (based on current market benchmarks)

Queens, NY

2027 Jeep Compass Limited

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

2027 Jeep Compass Limited

Queens, NY

Fair PriceRobust · 144
$37,140Mileage not verified

Market: $35,818 – $40,355

Comparison: 144 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Queens, NY

2026 Jeep Cherokee Limited

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

2026 Jeep Cherokee Limited

Queens, NY

Fair PriceRobust · 816
$37,494Mileage not verified

Market: $35,774 – $46,214

Comparison: 816 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 319 days listed (based on current market benchmarks)

Queens, NY

2026 Jeep Cherokee Limited

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

2026 Jeep Cherokee Limited

Queens, NY

Fair PriceRobust · 816
$37,587Mileage not verified

Market: $35,774 – $46,214

Comparison: 816 similar vehicles

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

Queens, NY

2026 Jeep Cherokee Limited

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

2026 Jeep Cherokee Limited

Queens, NY

Fair PriceRobust · 816
$37,587Mileage not verified

Market: $35,774 – $46,214

Comparison: 816 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 261 days listed (based on current market benchmarks)

Queens, NY

2027 Jeep Compass Limited

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

2027 Jeep Compass Limited

Queens, NY

Fair PriceRobust · 144
$37,735Mileage not verified

Market: $35,818 – $40,355

Comparison: 144 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Queens, NY

2027 Jeep Compass Limited

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

2027 Jeep Compass Limited

Queens, NY

Fair PriceRobust · 144
$37,735Mileage not verified

Market: $35,818 – $40,355

Comparison: 144 similar vehicles

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

Queens, NY

2027 Jeep Compass Limited

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

2027 Jeep Compass Limited

Queens, NY

Fair PriceRobust · 144
$37,935Mileage not verified

Market: $35,818 – $40,355

Comparison: 144 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Queens, NY

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

Queens, NY

Fair PriceRobust · 1094
$38,137Mileage not verified

Market: $36,810 – $51,953

Comparison: 1094 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 201 days listed (based on current market benchmarks)

Queens, NY

2026 Jeep Wrangler 4-Door Sport

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

2026 Jeep Wrangler 4-Door Sport

Queens, NY

Fair PriceRobust · 164
$38,372Mileage not verified

Market: $37,574 – $57,113

Comparison: 164 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 184 days listed (based on current market benchmarks)

Queens, NY

2026 Jeep Wrangler 2-Door Sport S

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

2026 Jeep Wrangler 2-Door Sport S

Queens, NY

Fair PriceRobust · 106
$40,036Mileage not verified

Market: $38,439 – $51,020

Comparison: 106 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 365 days listed (based on current market benchmarks)

Queens, NY

2026 Jeep Cherokee Limited

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

2026 Jeep Cherokee Limited

Queens, NY

Fair PriceRobust · 816
$40,155Mileage not verified

Market: $35,774 – $46,214

Comparison: 816 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Queens, NY

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

Queens, NY

Fair PriceRobust · 1456
$41,214Mileage not verified

Market: $40,253 – $56,074

Comparison: 1456 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 154 days listed (based on current market benchmarks)

Queens, NY

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

Queens, NY

Fair PriceRobust · 1456
$41,214Mileage not verified

Market: $40,253 – $56,074

Comparison: 1456 similar vehicles

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

Queens, NY

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

Queens, NY

Fair PriceRobust · 1456
$41,232Mileage not verified

Market: $40,253 – $56,074

Comparison: 1456 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 150 days listed (based on current market benchmarks)

Queens, NY

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

Queens, NY

Fair PriceRobust · 1094
$41,852Mileage not verified

Market: $36,810 – $51,953

Comparison: 1094 similar vehicles

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

Queens, NY

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

Queens, NY

Fair PriceRobust · 1094
$42,053Mileage not verified

Market: $36,810 – $51,953

Comparison: 1094 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 125 days listed (based on current market benchmarks)

Queens, NY

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

Queens, NY

Fair PriceRobust · 1094
$42,053Mileage not verified

Market: $36,810 – $51,953

Comparison: 1094 similar vehicles

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

Queens, NY

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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