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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 6, 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

104 listings found

2005 Ford Ranger XL

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

2005 Ford Ranger XL

Washington, IA

UnscoredInsufficient · 0
$8,17561,534 mi

Washington, IA

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Washington, IA

Unscored
$11,175126,612 mi

Comparison: 67 similar vehicles

Washington, IA

2013 GMC Sierra 1500 SLE

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

2013 GMC Sierra 1500 SLE

Washington, IA

Fair PriceModerate · 23
$13,175109,515 mi

Market: $6,495 – $19,899

Comparison: 23 similar vehicles

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

Washington, IA

2003 Ford Thunderbird Premium

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

2003 Ford Thunderbird Premium

Washington, IA

UnscoredInsufficient · 0
$13,17587,329 mi

Washington, IA

2015 Chevrolet Suburban LTZ

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

2015 Chevrolet Suburban LTZ

Washington, IA

Fair PriceModerate · 42
$17,175118,889 mi

Market: $5,800 – $27,299

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Washington, IA

2021 Ford Escape SE

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

2021 Ford Escape SE

Washington, IA

Fair PriceRobust · 91
$18,17572,059 mi

Market: $9,000 – $19,095

Comparison: 91 similar vehicles

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

Washington, IA

2013 Ford F-150 Limited

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

2013 Ford F-150 Limited

Washington, IA

Unscored
$18,175121,814 mi

Comparison: 5 similar vehicles

Washington, IA

2013 GMC Sierra 2500HD SLE

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

2013 GMC Sierra 2500HD SLE

Washington, IA

OverpricedLimited · 10
$18,175134,907 mi

Market: $11,995 – $14,175

Comparison: 10 similar vehicles

Priced ~28% above the typical market range for similar vehicles (based on current market benchmarks)

Washington, IA

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Washington, IA

Fair PriceLimited · 19
$19,17560,711 mi

Market: $16,780 – $19,548

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 113 days listed (based on current market benchmarks)

Washington, IA

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Washington, IA

Fair PriceLimited · 11
$21,17545,325 mi

Market: $19,900 – $21,175

Comparison: 11 similar vehicles

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

Washington, IA

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Washington, IA

Unscored
$21,17551,146 mi

Comparison: 6 similar vehicles

Washington, IA

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Washington, IA

Unscored
$21,17550,115 mi

Comparison: 6 similar vehicles

Washington, IA

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Washington, IA

Fair PriceLimited · 11
$21,17545,946 mi

Market: $19,900 – $21,175

Comparison: 11 similar vehicles

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

Washington, IA

2024 Kia Forte LXS

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

2024 Kia Forte LXS

Washington, IA

Unscored
$21,17517,916 mi

Comparison: 5 similar vehicles

Washington, IA

2017 Jeep Wrangler Unlimited Sahara

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

2017 Jeep Wrangler Unlimited Sahara

Washington, IA

Unscored
$21,17584,416 mi

Comparison: 6 similar vehicles

Washington, IA

2025 Chevrolet Trax RS

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

2025 Chevrolet Trax RS

Washington, IA

Unscored
$21,99545,032 mi

Comparison: 9 similar vehicles

Washington, IA

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Washington, IA

UnscoredInsufficient · 4
$21,99561,166 mi

Comparison: 4 similar vehicles

Washington, IA

2020 Ford Explorer XLT

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

2020 Ford Explorer XLT

Washington, IA

Unscored
$21,99580,030 mi

Comparison: 9 similar vehicles

Washington, IA

2022 Ford Explorer Limited

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

2022 Ford Explorer Limited

Washington, IA

Fair PriceRobust · 110
$22,675117,709 mi

Market: $12,890 – $29,087

Comparison: 110 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 155 days listed (based on current market benchmarks)

Washington, IA

2022 Chrysler Pacifica Touring L

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

2022 Chrysler Pacifica Touring L

Washington, IA

UnscoredInsufficient · 3
$24,18075,910 mi

Comparison: 3 similar vehicles

Washington, IA

2022 Ford Bronco 4-Door Outer Banks

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

2022 Ford Bronco 4-Door Outer Banks

Washington, IA

Great DealModerate · 22
$24,67597,811 mi

Market: $30,995 – $35,407

Comparison: 22 similar vehicles

Competitively priced ~20% below the typical range compared to similar vehicles · 63 days listed (based on current market benchmarks)

Washington, IA

2023 Buick Encore GX Essence

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

2023 Buick Encore GX Essence

Washington, IA

Unscored
$24,99539,089 mi

Comparison: 6 similar vehicles

Washington, IA

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

Washington, IA

Unscored
$25,17550,108 mi

Comparison: 6 similar vehicles

Washington, IA

2021 Ford Expedition XLT

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

2021 Ford Expedition XLT

Washington, IA

Fair PriceModerate · 36
$25,175Mileage not verified

Market: $22,619 – $37,245

Comparison: 36 similar vehicles

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

Washington, IA

2020 Cadillac XT5 Premium Luxury

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

2020 Cadillac XT5 Premium Luxury

Washington, IA

Fair PriceModerate · 35
$25,17560,338 mi

Market: $18,995 – $27,412

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 141 days listed (based on current market benchmarks)

Washington, IA

2019 Ford Ranger XLT

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

2019 Ford Ranger XLT

Washington, IA

Unscored
$25,67551,673 mi

Comparison: 5 similar vehicles

Washington, IA

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Washington, IA

Fair PriceLimited · 16
$25,99529,343 mi

Market: $22,789 – $28,175

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Washington, IA

2023 GMC Terrain SLE

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

2023 GMC Terrain SLE

Washington, IA

OverpricedModerate · 43
$25,99545,564 mi

Market: $20,499 – $24,700

Comparison: 43 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Washington, IA

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Washington, IA

Unscored
$26,17543,580 mi

Comparison: 6 similar vehicles

Washington, IA

2024 Chevrolet Trax Activ

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

2024 Chevrolet Trax Activ

Washington, IA

UnscoredInsufficient · 0
$26,17515,842 mi

Washington, IA

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Washington, IA

Fair PriceLimited · 16
$26,99523,463 mi

Market: $22,789 – $28,175

Comparison: 16 similar vehicles

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

Washington, IA

2021 Jeep Grand Cherokee L Limited

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

2021 Jeep Grand Cherokee L Limited

Washington, IA

Fair PriceModerate · 20
$27,17557,630 mi

Market: $25,412 – $28,080

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Washington, IA

2023 Ford Edge Titanium

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

2023 Ford Edge Titanium

Washington, IA

Unscored
$28,07547,734 mi

Comparison: 8 similar vehicles

Washington, IA

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Washington, IA

OverpricedLimited · 16
$28,17523,291 mi

Market: $22,789 – $26,995

Comparison: 16 similar vehicles

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

Washington, IA

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Washington, IA

Unscored
$28,510Mileage not verified

Comparison: 7 similar vehicles

Washington, IA

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

Washington, IA

Unscored
$29,17546,129 mi

Comparison: 6 similar vehicles

Washington, IA

2019 Chevrolet Silverado 1500 LTZ

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

2019 Chevrolet Silverado 1500 LTZ

Washington, IA

Fair PriceLimited · 10
$29,67594,356 mi

Market: $28,999 – $33,974

Comparison: 10 similar vehicles

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

Washington, IA

2022 Ford Bronco 4-Door Big Bend

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

2022 Ford Bronco 4-Door Big Bend

Washington, IA

Great DealLimited · 10
$30,17531,564 mi

Market: $31,412 – $33,413

Comparison: 10 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 41 days listed (based on current market benchmarks)

Washington, IA

2022 Chevrolet Colorado LT

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

2022 Chevrolet Colorado LT

Washington, IA

OverpricedLimited · 19
$30,67539,243 mi

Market: $18,910 – $30,474

Comparison: 19 similar vehicles

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

Washington, IA

2024 Dodge Durango GT

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

2024 Dodge Durango GT

Washington, IA

Unscored
$31,17542,246 mi

Comparison: 7 similar vehicles

Washington, IA

2023 Ford Maverick Lariat

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

2023 Ford Maverick Lariat

Washington, IA

UnscoredInsufficient · 3
$31,17551,034 mi

Comparison: 3 similar vehicles

Washington, IA

2026 Chevrolet Trailblazer RS

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

2026 Chevrolet Trailblazer RS

Washington, IA

Unscored
$31,815Mileage not verified

Comparison: 5 similar vehicles

Washington, IA

2024 Ford Ranger XL

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

2024 Ford Ranger XL

Washington, IA

UnscoredInsufficient · 0
$32,17523,801 mi

Washington, IA

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

Washington, IA

Fair PriceModerate · 42
$32,66732,922 mi

Market: $28,552 – $46,085

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 153 days listed (based on current market benchmarks)

Washington, IA

2021 Chevrolet Silverado 1500 RST

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

2021 Chevrolet Silverado 1500 RST

Washington, IA

Fair PriceLimited · 11
$32,99560,455 mi

Market: $23,294 – $33,294

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Washington, IA

2025 Ford Transit Van Base

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

2025 Ford Transit Van Base

Washington, IA

Fair PriceRobust · 190
$33,17510,831 mi

Market: $30,879 – $49,401

Comparison: 190 similar vehicles

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

Washington, IA

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

Washington, IA

Fair PriceLimited · 13
$33,17537,666 mi

Market: $31,657 – $33,200

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Washington, IA

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

Washington, IA

Unscored
$33,98043,839 mi

Comparison: 5 similar vehicles

Washington, IA

2022 GMC Sierra 1500 Limited Denali

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

2022 GMC Sierra 1500 Limited Denali

Washington, IA

UnscoredInsufficient · 4
$33,99595,612 mi

Comparison: 4 similar vehicles

Washington, IA

2026 Ford Maverick XLT

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

2026 Ford Maverick XLT

Washington, IA

Unscored
$34,055401 mi

Comparison: 8 similar vehicles

Washington, IA

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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