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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 7, 2026

7.1M+

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

2,340 listings found

2016 Toyota Mirai

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

2016 Toyota Mirai

Claremont, CA

Unscored
$5,92160,820 mi

Comparison: 6 similar vehicles

Claremont, CA

2015 Ford Escape SE

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

2015 Ford Escape SE

Claremont, CA

Fair PriceModerate · 22
$6,995117,877 mi

Market: $4,150 – $10,998

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Claremont, CA

2017 Chevrolet Trax LT

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

2017 Chevrolet Trax LT

Claremont, CA

Unscored
$9,80075,582 mi

Comparison: 7 similar vehicles

Claremont, CA

2015 BMW X3 sDrive28i

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

2015 BMW X3 sDrive28i

Claremont, CA

UnscoredInsufficient · 0
$11,99577,588 mi

Claremont, CA

2022 Kia FORTE GT-Line

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

2022 Kia FORTE GT-Line

Claremont, CA

UnscoredInsufficient · 4
$12,202117,463 mi

Comparison: 4 similar vehicles

Claremont, CA

2017 Ford Fusion Energi Titanium

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

2017 Ford Fusion Energi Titanium

Claremont, CA

UnscoredInsufficient · 3
$12,995107,581 mi

Comparison: 3 similar vehicles

Claremont, CA

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

Claremont, CA

Unscored
$12,995125,814 mi

Comparison: 22 similar vehicles

Claremont, CA

2021 Kia Forte LXS

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

2021 Kia Forte LXS

Claremont, CA

Fair PriceModerate · 33
$13,41065,572 mi

Market: $8,724 – $15,060

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Claremont, CA

2022 Hyundai Accent SE

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

2022 Hyundai Accent SE

Claremont, CA

UnscoredInsufficient · 0
$13,51764,977 mi

Claremont, CA

2022 Chevrolet Trax LT

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

2022 Chevrolet Trax LT

Claremont, CA

Unscored
$13,62285,159 mi

Comparison: 9 similar vehicles

Claremont, CA

2023 Jeep Renegade Latitude

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

2023 Jeep Renegade Latitude

Claremont, CA

Fair PriceLimited · 14
$14,61752,942 mi

Market: $13,391 – $18,622

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Claremont, CA

2024 Mitsubishi Eclipse Cross SE

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

2024 Mitsubishi Eclipse Cross SE

Claremont, CA

UnscoredInsufficient · 0
$14,75151,968 mi

Claremont, CA

2021 Volkswagen Passat S

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

2021 Volkswagen Passat S

Claremont, CA

UnscoredInsufficient · 0
$14,81763,962 mi

Claremont, CA

2023 Volkswagen Jetta SE

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

2023 Volkswagen Jetta SE

Claremont, CA

UnscoredInsufficient · 3
$15,61761,246 mi

Comparison: 3 similar vehicles

Claremont, CA

2020 Mercedes-Benz GLC GLC300

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

2020 Mercedes-Benz GLC GLC300

Claremont, CA

Fair PriceModerate · 30
$15,61796,043 mi

Market: $14,800 – $22,167

Comparison: 30 similar vehicles

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

Claremont, CA

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Claremont, CA

Unscored
$15,62257,278 mi

Comparison: 10 similar vehicles

Claremont, CA

2024 Nissan Versa Sedan SV

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

2024 Nissan Versa Sedan SV

Claremont, CA

Fair PriceLimited · 13
$15,62246,217 mi

Market: $15,064 – $19,109

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

Claremont, CA

2023 Kia Soul LX

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

2023 Kia Soul LX

Claremont, CA

UnscoredInsufficient · 3
$15,62231,030 mi

Comparison: 3 similar vehicles

Claremont, CA

2022 Mitsubishi Outlander Sport LE

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

2022 Mitsubishi Outlander Sport LE

Claremont, CA

UnscoredInsufficient · 0
$16,01044,223 mi

Claremont, CA

2023 Toyota Corolla LE

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

2023 Toyota Corolla LE

Claremont, CA

Unscored
$16,022161,572 mi

Comparison: 43 similar vehicles

Claremont, CA

2024 Jeep Compass Trailhawk

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

2024 Jeep Compass Trailhawk

Claremont, CA

UnscoredInsufficient · 0
$16,61765,835 mi

Claremont, CA

2024 Hyundai Elantra SEL

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

2024 Hyundai Elantra SEL

Claremont, CA

Unscored
$16,79846,733 mi

Comparison: 29 similar vehicles

Claremont, CA

2023 Jeep Cherokee Altitude Lux

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

2023 Jeep Cherokee Altitude Lux

Claremont, CA

UnscoredInsufficient · 3
$16,81760,385 mi

Comparison: 3 similar vehicles

Claremont, CA

2023 Kia Forte LXS

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

2023 Kia Forte LXS

Claremont, CA

Fair PriceLimited · 16
$16,92243,692 mi

Market: $13,984 – $17,998

Comparison: 16 similar vehicles

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

Claremont, CA

2021 Audi Q5 Premium Plus

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

2021 Audi Q5 Premium Plus

Claremont, CA

Unscored
$16,99592,460 mi

Comparison: 6 similar vehicles

Claremont, CA

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Claremont, CA

Fair PriceModerate · 47
$17,01060,656 mi

Market: $12,228 – $22,995

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Claremont, CA

2024 Jeep Compass Trailhawk

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

2024 Jeep Compass Trailhawk

Claremont, CA

UnscoredInsufficient · 0
$17,02860,691 mi

Claremont, CA

2023 Hyundai Tucson SEL

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

2023 Hyundai Tucson SEL

Claremont, CA

Unscored
$17,11732,865 mi

Comparison: 6 similar vehicles

Claremont, CA

2021 MINI Hardtop 2 Door S

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

2021 MINI Hardtop 2 Door S

Claremont, CA

UnscoredInsufficient · 0
$17,11741,364 mi

Claremont, CA

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Claremont, CA

Fair PriceModerate · 41
$17,18953,972 mi

Market: $15,894 – $23,155

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Claremont, CA

2024 Mitsubishi Outlander SE

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

2024 Mitsubishi Outlander SE

Claremont, CA

Unscored
$17,45753,117 mi

Comparison: 12 similar vehicles

Claremont, CA

2016 Lexus CT Base

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

2016 Lexus CT Base

Claremont, CA

Fair PriceLimited · 17
$17,62298,905 mi

Market: $11,600 – $22,117

Comparison: 17 similar vehicles

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

Claremont, CA

2024 Hyundai Sonata SEL

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

2024 Hyundai Sonata SEL

Claremont, CA

Unscored
$17,65659,774 mi

Comparison: 7 similar vehicles

Claremont, CA

2024 Chrysler Pacifica Touring L

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

2024 Chrysler Pacifica Touring L

Claremont, CA

Fair PriceModerate · 45
$17,86363,398 mi

Market: $16,026 – $23,999

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Claremont, CA

2021 BMW 2 Series 228i

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

2021 BMW 2 Series 228i

Claremont, CA

Unscored
$17,91762,844 mi

Comparison: 7 similar vehicles

Claremont, CA

2018 Honda Accord LX

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

2018 Honda Accord LX

Claremont, CA

Fair PriceModerate · 25
$17,99585,612 mi

Market: $10,500 – $20,326

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Claremont, CA

2025 Kia Soul LX

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

2025 Kia Soul LX

Claremont, CA

Unscored
$18,02224,340 mi

Comparison: 6 similar vehicles

Claremont, CA

2025 Kia Soul LX

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

2025 Kia Soul LX

Claremont, CA

Unscored
$18,02219,587 mi

Comparison: 5 similar vehicles

Claremont, CA

2024 Chrysler Pacifica PHEV Select

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

2024 Chrysler Pacifica PHEV Select

Claremont, CA

Unscored
$18,11769,442 mi

Comparison: 38 similar vehicles

Claremont, CA

2018 Dodge Challenger SXT

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

2018 Dodge Challenger SXT

Claremont, CA

OverpricedLimited · 10
$18,117Mileage not verified

Market: $12,997 – $18,046

Comparison: 10 similar vehicles

Claremont, CA

2022 Hyundai Tucson SEL

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

2022 Hyundai Tucson SEL

Claremont, CA

Fair PriceLimited · 11
$18,17740,620 mi

Market: $17,587 – $20,784

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Claremont, CA

2023 Jeep Compass Trailhawk

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

2023 Jeep Compass Trailhawk

Claremont, CA

UnscoredInsufficient · 0
$18,26356,992 mi

Claremont, CA

2018 Tesla Model 3 Long Range

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

2018 Tesla Model 3 Long Range

Claremont, CA

Fair PriceRobust · 63
$18,47793,757 mi

Market: $13,617 – $23,800

Comparison: 63 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Claremont, CA

2021 Chevrolet Bolt EV Premier

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

2021 Chevrolet Bolt EV Premier

Claremont, CA

UnscoredInsufficient · 0
$18,61725,714 mi

Claremont, CA

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Claremont, CA

Fair PriceRobust · 58
$18,62264,325 mi

Market: $14,995 – $37,995

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 207 days listed (based on current market benchmarks)

Claremont, CA

2024 Hyundai Tucson SEL

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

2024 Hyundai Tucson SEL

Claremont, CA

Fair PriceLimited · 13
$19,02264,236 mi

Market: $16,472 – $25,995

Comparison: 13 similar vehicles

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

Claremont, CA

2021 Tesla Model 3 Base

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

2021 Tesla Model 3 Base

Claremont, CA

Fair PriceRobust · 130
$19,117100,060 mi

Market: $13,075 – $30,500

Comparison: 130 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Claremont, CA

2022 Hyundai Santa Cruz SEL

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

2022 Hyundai Santa Cruz SEL

Claremont, CA

Unscored
$19,61788,258 mi

Comparison: 5 similar vehicles

Claremont, CA

2018 Honda Civic Hatchback Sport Touring

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

2018 Honda Civic Hatchback Sport Touring

Claremont, CA

Unscored
$19,61781,100 mi

Comparison: 6 similar vehicles

Claremont, CA

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

Claremont, CA

UnscoredInsufficient · 0
$19,61719,143 mi

Claremont, CA

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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 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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