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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

415 listings found

2010 Toyota Matrix S

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

2010 Toyota Matrix S

Dinuba, CA

UnscoredInsufficient · 0
$6,500153,786 mi

Dinuba, CA

2010 Jeep Liberty Sport

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

2010 Jeep Liberty Sport

Dinuba, CA

UnscoredInsufficient · 0
$7,02794,336 mi

Dinuba, CA

2001 Chrysler PT Cruiser Base

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

2001 Chrysler PT Cruiser Base

Dinuba, CA

UnscoredInsufficient · 0
$7,1519,749 mi

Dinuba, CA

2010 Dodge Challenger SE

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

2010 Dodge Challenger SE

Dinuba, CA

Unscored
$8,499171,221 mi

Comparison: 5 similar vehicles

Dinuba, CA

2010 Honda Accord LX-P

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

2010 Honda Accord LX-P

Dinuba, CA

Unscored
$8,500126,502 mi

Comparison: 23 similar vehicles

Dinuba, CA

2015 Jeep Renegade Limited

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

2015 Jeep Renegade Limited

Dinuba, CA

UnscoredInsufficient · 0
$9,499103,968 mi

Dinuba, CA

1989 Alfa Romeo Spider

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

1989 Alfa Romeo Spider

Dinuba, CA

UnscoredInsufficient · 0
$9,98912,395 mi

Dinuba, CA

1987 Cadillac Allante

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

1987 Cadillac Allante

Dinuba, CA

UnscoredInsufficient · 0
$9,997Mileage not verified

Dinuba, CA

2013 Acura RDX Technology Package

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

2013 Acura RDX Technology Package

Dinuba, CA

Unscored
$10,995142,016 mi

Comparison: 7 similar vehicles

Dinuba, CA

2019 Dodge Grand Caravan SXT

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

2019 Dodge Grand Caravan SXT

Dinuba, CA

Fair PriceModerate · 30
$10,999108,465 mi

Market: $6,995 – $15,045

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 241 days listed (based on current market benchmarks)

Dinuba, CA

2018 GMC Sierra 1500 Base

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

2018 GMC Sierra 1500 Base

Dinuba, CA

UnscoredInsufficient · 4
$12,499139,249 mi

Comparison: 4 similar vehicles

Dinuba, CA

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Dinuba, CA

Fair PriceModerate · 46
$12,87272,430 mi

Market: $7,593 – $19,172

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 152 days listed (based on current market benchmarks)

Dinuba, CA

2018 Nissan Maxima SV

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

2018 Nissan Maxima SV

Dinuba, CA

Unscored
$12,999106,640 mi

Comparison: 9 similar vehicles

Dinuba, CA

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Dinuba, CA

Fair PriceModerate · 32
$13,599111,699 mi

Market: $10,972 – $18,171

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Dinuba, CA

2017 Honda Civic EX-T

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

2017 Honda Civic EX-T

Dinuba, CA

UnscoredInsufficient · 4
$13,800132,795 mi

Comparison: 4 similar vehicles

Dinuba, CA

2020 Chevrolet Bolt EV LT

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

2020 Chevrolet Bolt EV LT

Dinuba, CA

UnscoredInsufficient · 4
$13,92099,080 mi

Comparison: 4 similar vehicles

Dinuba, CA

2019 Chevrolet Bolt EV LT

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

2019 Chevrolet Bolt EV LT

Dinuba, CA

Unscored
$13,97591,982 mi

Comparison: 6 similar vehicles

Dinuba, CA

2022 Nissan Altima SV

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

2022 Nissan Altima SV

Dinuba, CA

UnscoredInsufficient · 3
$13,999108,023 mi

Comparison: 3 similar vehicles

Dinuba, CA

2017 Honda Civic Si

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

2017 Honda Civic Si

Dinuba, CA

Unscored
$14,299142,326 mi

Comparison: 20 similar vehicles

Dinuba, CA

2024 Kia Forte LXS

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

2024 Kia Forte LXS

Dinuba, CA

Fair PriceLimited · 10
$14,49995,269 mi

Market: $13,690 – $16,889

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Dinuba, CA

2019 Chevrolet Colorado Work Truck

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

2019 Chevrolet Colorado Work Truck

Dinuba, CA

Unscored
$14,499112,518 mi

Comparison: 5 similar vehicles

Dinuba, CA

2020 Volkswagen Jetta SEL

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

2020 Volkswagen Jetta SEL

Dinuba, CA

UnscoredInsufficient · 3
$14,75087,118 mi

Comparison: 3 similar vehicles

Dinuba, CA

2017 Toyota Prius Two

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

2017 Toyota Prius Two

Dinuba, CA

Unscored
$14,999153,606 mi

Comparison: 20 similar vehicles

Dinuba, CA

2015 Chevrolet Express Cutaway Base

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

2015 Chevrolet Express Cutaway Base

Dinuba, CA

Unscored
$15,147144,585 mi

Comparison: 10 similar vehicles

Dinuba, CA

2015 Ford Focus Electric

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

2015 Ford Focus Electric

Dinuba, CA

UnscoredInsufficient · 0
$15,15816,469 mi

Dinuba, CA

2020 Kia Sorento LX

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

2020 Kia Sorento LX

Dinuba, CA

UnscoredInsufficient · 3
$15,49990,500 mi

Comparison: 3 similar vehicles

Dinuba, CA

2020 Volkswagen Tiguan SE

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

2020 Volkswagen Tiguan SE

Dinuba, CA

Fair PriceModerate · 26
$15,87470,765 mi

Market: $11,173 – $17,998

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Dinuba, CA

2019 BMW 5 Series 530e

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

2019 BMW 5 Series 530e

Dinuba, CA

UnscoredInsufficient · 4
$16,13690,460 mi

Comparison: 4 similar vehicles

Dinuba, CA

2012 Mercedes-Benz M-Class ML350

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

2012 Mercedes-Benz M-Class ML350

Dinuba, CA

OverpricedModerate · 41
$16,158118,621 mi

Market: $6,495 – $14,999

Comparison: 41 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Dinuba, CA

2023 Kia Forte LXS

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

2023 Kia Forte LXS

Dinuba, CA

Fair PriceLimited · 12
$16,39962,361 mi

Market: $11,995 – $17,491

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Dinuba, CA

2020 RAM 1500 Pickup Tradesman

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

2020 RAM 1500 Pickup Tradesman

Dinuba, CA

UnscoredInsufficient · 0
$16,399101,388 mi

Dinuba, CA

2019 BMW 5 Series 530e

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

2019 BMW 5 Series 530e

Dinuba, CA

UnscoredInsufficient · 4
$16,85987,804 mi

Comparison: 4 similar vehicles

Dinuba, CA

2023 Kia Niro EX

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

2023 Kia Niro EX

Dinuba, CA

Fair PriceLimited · 12
$16,866108,997 mi

Market: $16,585 – $22,730

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Dinuba, CA

2018 Chevrolet Traverse 3LT

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

2018 Chevrolet Traverse 3LT

Dinuba, CA

UnscoredInsufficient · 4
$16,921102,752 mi

Comparison: 4 similar vehicles

Dinuba, CA

2020 Chevrolet Bolt EV Premier

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

2020 Chevrolet Bolt EV Premier

Dinuba, CA

UnscoredInsufficient · 0
$16,99849,808 mi

Dinuba, CA

2018 Toyota Camry SE

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

2018 Toyota Camry SE

Dinuba, CA

Unscored
$16,999125,630 mi

Comparison: 6 similar vehicles

Dinuba, CA

2018 Honda Civic Hatchback Sport

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

2018 Honda Civic Hatchback Sport

Dinuba, CA

Fair PriceLimited · 17
$16,999107,625 mi

Market: $8,855 – $20,800

Comparison: 17 similar vehicles

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

Dinuba, CA

2019 Honda Civic Hatchback LX

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

2019 Honda Civic Hatchback LX

Dinuba, CA

Unscored
$17,49989,096 mi

Comparison: 9 similar vehicles

Dinuba, CA

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Dinuba, CA

Fair PriceRobust · 53
$17,92049,842 mi

Market: $15,959 – $22,121

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Dinuba, CA

2024 Nissan Rogue SV

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

2024 Nissan Rogue SV

Dinuba, CA

UnscoredInsufficient · 3
$17,97762,974 mi

Comparison: 3 similar vehicles

Dinuba, CA

2018 Chevrolet Silverado 1500 LT

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

2018 Chevrolet Silverado 1500 LT

Dinuba, CA

Unscored
$17,995139,972 mi

Comparison: 12 similar vehicles

Dinuba, CA

2021 Chevrolet Silverado 1500 Work Truck

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

2021 Chevrolet Silverado 1500 Work Truck

Dinuba, CA

Unscored
$17,999141,781 mi

Comparison: 5 similar vehicles

Dinuba, CA

2020 Honda Accord Sport

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

2020 Honda Accord Sport

Dinuba, CA

Fair PriceLimited · 13
$17,999116,371 mi

Market: $15,759 – $25,998

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Dinuba, CA

2017 Ford Mustang EcoBoost

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

2017 Ford Mustang EcoBoost

Dinuba, CA

UnscoredInsufficient · 3
$17,99986,554 mi

Comparison: 3 similar vehicles

Dinuba, CA

2016 Honda Civic LX

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

2016 Honda Civic LX

Dinuba, CA

OverpricedLimited · 10
$17,99980,200 mi

Market: $11,995 – $16,998

Comparison: 10 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Dinuba, CA

2022 Toyota Corolla LE

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

2022 Toyota Corolla LE

Dinuba, CA

Unscored
$18,14083,050 mi

Comparison: 5 similar vehicles

Dinuba, CA

2024 Buick Encore GX Sport Touring

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

2024 Buick Encore GX Sport Touring

Dinuba, CA

UnscoredInsufficient · 3
$18,49436,317 mi

Comparison: 3 similar vehicles

Dinuba, CA

2024 Buick Encore GX Sport Touring

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

2024 Buick Encore GX Sport Touring

Dinuba, CA

UnscoredInsufficient · 3
$18,49439,762 mi

Comparison: 3 similar vehicles

Dinuba, CA

2018 Nissan Frontier SV

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

2018 Nissan Frontier SV

Dinuba, CA

Fair PriceModerate · 20
$18,500104,189 mi

Market: $14,662 – $24,997

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Dinuba, CA

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Dinuba, CA

Fair PriceLimited · 14
$18,76950,365 mi

Market: $16,984 – $20,950

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Dinuba, CA

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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