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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

2,001 listings found

2007 Toyota Matrix XR

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

2007 Toyota Matrix XR

Monrovia, CA

UnscoredInsufficient · 0
$6,169118,128 mi

Monrovia, CA

2015 Hyundai Elantra SE

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

2015 Hyundai Elantra SE

Monrovia, CA

Fair PriceLimited · 10
$8,492116,459 mi

Market: $5,495 – $8,880

Comparison: 10 similar vehicles

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

Monrovia, CA

2020 Nissan Versa Sedan SR

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

2020 Nissan Versa Sedan SR

Monrovia, CA

Unscored
$9,666112,113 mi

Comparison: 5 similar vehicles

Monrovia, CA

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Monrovia, CA

Fair PriceLimited · 19
$9,869105,935 mi

Market: $7,485 – $16,995

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Monrovia, CA

2015 Hyundai Sonata Limited

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

2015 Hyundai Sonata Limited

Monrovia, CA

UnscoredInsufficient · 4
$10,594118,721 mi

Comparison: 4 similar vehicles

Monrovia, CA

2020 Hyundai Elantra SEL

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

2020 Hyundai Elantra SEL

Monrovia, CA

Unscored
$10,88895,651 mi

Comparison: 9 similar vehicles

Monrovia, CA

2019 Hyundai Kona SE

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

2019 Hyundai Kona SE

Monrovia, CA

Fair PriceLimited · 14
$10,977101,802 mi

Market: $9,995 – $13,807

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Monrovia, CA

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Monrovia, CA

Unscored
$11,49178,420 mi

Comparison: 5 similar vehicles

Monrovia, CA

2015 BMW 2 Series 228i

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

2015 BMW 2 Series 228i

Monrovia, CA

Unscored
$11,968107,715 mi

Comparison: 6 similar vehicles

Monrovia, CA

2019 Toyota Corolla LE

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

2019 Toyota Corolla LE

Monrovia, CA

Unscored
$11,995130,559 mi

Comparison: 8 similar vehicles

Monrovia, CA

2009 Dodge Ram 1500 Pickup SLT

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

2009 Dodge Ram 1500 Pickup SLT

Monrovia, CA

UnscoredInsufficient · 3
$12,079100,211 mi

Comparison: 3 similar vehicles

Monrovia, CA

2021 Kia Seltos S

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

2021 Kia Seltos S

Monrovia, CA

Fair PriceLimited · 14
$12,991107,912 mi

Market: $11,910 – $15,410

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Monrovia, CA

2019 Mercedes-Benz C-Class Sedan C300

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

2019 Mercedes-Benz C-Class Sedan C300

Monrovia, CA

Fair PriceModerate · 38
$13,169113,606 mi

Market: $11,160 – $18,998

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Monrovia, CA

2018 Chevrolet Cruze LT

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

2018 Chevrolet Cruze LT

Monrovia, CA

UnscoredInsufficient · 0
$13,16940,940 mi

Monrovia, CA

2021 Nissan Rogue S

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

2021 Nissan Rogue S

Monrovia, CA

Unscored
$13,42890,376 mi

Comparison: 9 similar vehicles

Monrovia, CA

2021 Kia Soul LX

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

2021 Kia Soul LX

Monrovia, CA

Unscored
$13,49172,006 mi

Comparison: 9 similar vehicles

Monrovia, CA

2014 Honda CR-V EX

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

2014 Honda CR-V EX

Monrovia, CA

Fair PriceLimited · 15
$14,199117,785 mi

Market: $7,999 – $15,488

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Monrovia, CA

2021 Jeep Renegade Freedom Edition

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

2021 Jeep Renegade Freedom Edition

Monrovia, CA

UnscoredInsufficient · 0
$14,78353,918 mi

Monrovia, CA

2016 Mazda CX-5 Touring

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

2016 Mazda CX-5 Touring

Monrovia, CA

OverpricedLimited · 19
$15,11368,400 mi

Market: $9,410 – $15,011

Comparison: 19 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Monrovia, CA

2019 Subaru Forester Premium

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

2019 Subaru Forester Premium

Monrovia, CA

UnscoredInsufficient · 3
$15,127104,464 mi

Comparison: 3 similar vehicles

Monrovia, CA

2017 BMW X5 xDrive50i

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

2017 BMW X5 xDrive50i

Monrovia, CA

UnscoredInsufficient · 0
$15,169114,461 mi

Monrovia, CA

2019 Toyota Corolla SE

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

2019 Toyota Corolla SE

Monrovia, CA

Fair PriceLimited · 12
$15,298101,374 mi

Market: $10,999 – $18,627

Comparison: 12 similar vehicles

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

Monrovia, CA

2024 Nissan Versa Sedan S

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

2024 Nissan Versa Sedan S

Monrovia, CA

Unscored
$15,49146,850 mi

Comparison: 5 similar vehicles

Monrovia, CA

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Monrovia, CA

Fair PriceModerate · 37
$15,59964,853 mi

Market: $13,900 – $19,972

Comparison: 37 similar vehicles

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

Monrovia, CA

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Monrovia, CA

Fair PriceModerate · 37
$15,59963,972 mi

Market: $13,900 – $19,972

Comparison: 37 similar vehicles

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

Monrovia, CA

2015 Toyota Prius Three

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

2015 Toyota Prius Three

Monrovia, CA

OverpricedLimited · 12
$15,69184,111 mi

Market: $8,500 – $15,175

Comparison: 12 similar vehicles

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

Monrovia, CA

2016 Honda Civic LX

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

2016 Honda Civic LX

Monrovia, CA

Fair PriceModerate · 49
$15,75878,442 mi

Market: $7,499 – $17,995

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Monrovia, CA

2023 Volkswagen ID.4 STANDARD

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

2023 Volkswagen ID.4 STANDARD

Monrovia, CA

UnscoredInsufficient · 3
$15,80062,339 mi

Comparison: 3 similar vehicles

Monrovia, CA

2015 Honda Accord EX

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

2015 Honda Accord EX

Monrovia, CA

UnscoredInsufficient · 4
$15,888101,339 mi

Comparison: 4 similar vehicles

Monrovia, CA

2023 Volkswagen Tiguan SE

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

2023 Volkswagen Tiguan SE

Monrovia, CA

Fair PriceModerate · 20
$15,97880,507 mi

Market: $14,200 – $21,339

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Monrovia, CA

2020 INFINITI QX60 LUXE

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

2020 INFINITI QX60 LUXE

Monrovia, CA

Fair PriceLimited · 19
$15,98878,338 mi

Market: $10,858 – $19,595

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Monrovia, CA

2017 Honda Pilot EX

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

2017 Honda Pilot EX

Monrovia, CA

Unscored
$15,991118,801 mi

Comparison: 7 similar vehicles

Monrovia, CA

2024 Honda CR-V EX

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

2024 Honda CR-V EX

Monrovia, CA

Unscored
$16,169172,134 mi

Comparison: 9 similar vehicles

Monrovia, CA

2018 Jeep Wrangler JK Unlimited Sport

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

2018 Jeep Wrangler JK Unlimited Sport

Monrovia, CA

UnscoredInsufficient · 3
$16,352Mileage not verified

Comparison: 3 similar vehicles

Monrovia, CA

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

Monrovia, CA

Unscored
$16,76890,605 mi

Comparison: 9 similar vehicles

Monrovia, CA

2025 Nissan Altima SR

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

2025 Nissan Altima SR

Monrovia, CA

Unscored
$16,81851,645 mi

Comparison: 9 similar vehicles

Monrovia, CA

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Monrovia, CA

Fair PriceModerate · 22
$16,89852,379 mi

Market: $16,387 – $20,267

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Monrovia, CA

2020 Chrysler Voyager LX

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

2020 Chrysler Voyager LX

Monrovia, CA

UnscoredInsufficient · 0
$16,99157,563 mi

Monrovia, CA

2018 Toyota 86 Base

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

2018 Toyota 86 Base

Monrovia, CA

UnscoredInsufficient · 0
$16,995114,663 mi

Monrovia, CA

2015 BMW 5 Series 535i

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

2015 BMW 5 Series 535i

Monrovia, CA

UnscoredInsufficient · 0
$17,05829,633 mi

Monrovia, CA

2023 Subaru Crosstrek Premium

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

2023 Subaru Crosstrek Premium

Monrovia, CA

Unscored
$17,088102,927 mi

Comparison: 6 similar vehicles

Monrovia, CA

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

Monrovia, CA

Fair PriceLimited · 15
$17,118Mileage not verified

Market: $16,997 – $23,160

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Monrovia, CA

2019 Dodge Durango GT Plus

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

2019 Dodge Durango GT Plus

Monrovia, CA

Unscored
$17,50075,558 mi

Comparison: 9 similar vehicles

Monrovia, 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

Monrovia, CA

Fair PriceModerate · 38
$17,62961,956 mi

Market: $16,026 – $27,667

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Monrovia, CA

2017 Land Rover Range Rover Sport HSE

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

2017 Land Rover Range Rover Sport HSE

Monrovia, CA

Unscored
$17,65878,292 mi

Comparison: 9 similar vehicles

Monrovia, 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

Monrovia, CA

Fair PriceModerate · 38
$17,71964,456 mi

Market: $16,026 – $27,667

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Monrovia, CA

2017 Mazda MX-5 Miata RF Grand Touring

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

2017 Mazda MX-5 Miata RF Grand Touring

Monrovia, CA

UnscoredInsufficient · 0
$17,770110,499 mi

Monrovia, CA

2023 Hyundai Kona Limited

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

2023 Hyundai Kona Limited

Monrovia, CA

UnscoredInsufficient · 0
$17,81282,690 mi

Monrovia, 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

Monrovia, CA

Unscored
$17,865100,623 mi

Comparison: 6 similar vehicles

Monrovia, CA

2025 Nissan Rogue SV

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

2025 Nissan Rogue SV

Monrovia, CA

Fair PriceModerate · 48
$17,98856,118 mi

Market: $17,172 – $20,222

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Monrovia, 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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