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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

132 listings found

2017 Dodge Journey SXT

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

2017 Dodge Journey SXT

Borger, TX

UnscoredInsufficient · 0
$11,253127,344 mi

Borger, TX

2016 Cadillac SRX Luxury Collection

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

2016 Cadillac SRX Luxury Collection

Borger, TX

UnscoredInsufficient · 0
$12,423109,212 mi

Borger, TX

2013 RAM 1500 Pickup Sport

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

2013 RAM 1500 Pickup Sport

Borger, TX

UnscoredInsufficient · 0
$14,125164,416 mi

Borger, TX

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

Borger, TX

UnscoredInsufficient · 0
$16,17538,419 mi

Borger, TX

2014 Ford F-150 Platinum

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

2014 Ford F-150 Platinum

Borger, TX

Unscored
$16,623171,050 mi

Comparison: 6 similar vehicles

Borger, TX

2017 Chevrolet Tahoe LT

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

2017 Chevrolet Tahoe LT

Borger, TX

Unscored
$16,713158,195 mi

Comparison: 15 similar vehicles

Borger, TX

2022 Volkswagen Atlas SE

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

2022 Volkswagen Atlas SE

Borger, TX

UnscoredInsufficient · 0
$19,39382,000 mi

Borger, TX

2012 GMC Sierra 2500 Denali HD

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

2012 GMC Sierra 2500 Denali HD

Borger, TX

UnscoredInsufficient · 0
$20,423208,097 mi

Borger, TX

2022 Nissan Rogue SV

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

2022 Nissan Rogue SV

Borger, TX

UnscoredInsufficient · 0
$20,62354,735 mi

Borger, TX

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

Borger, TX

Unscored
$20,924130,746 mi

Comparison: 27 similar vehicles

Borger, TX

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Borger, TX

Fair PriceLimited · 13
$21,21348,296 mi

Market: $16,725 – $21,999

Comparison: 13 similar vehicles

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

Borger, TX

1999 Ford F-150 XLT

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

1999 Ford F-150 XLT

Borger, TX

UnscoredInsufficient · 0
$21,800174,743 mi

Borger, TX

2009 Ford F-250 Super Duty XL

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

2009 Ford F-250 Super Duty XL

Borger, TX

UnscoredInsufficient · 4
$22,424132,716 mi

Comparison: 4 similar vehicles

Borger, TX

2025 Chevrolet Trax LT

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

2025 Chevrolet Trax LT

Borger, TX

Unscored
$22,51318,144 mi

Comparison: 5 similar vehicles

Borger, TX

2021 Chevrolet Blazer RS

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

2021 Chevrolet Blazer RS

Borger, TX

Unscored
$22,62382,000 mi

Comparison: 8 similar vehicles

Borger, TX

2019 GMC Acadia Denali

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

2019 GMC Acadia Denali

Borger, TX

OverpricedLimited · 11
$23,21375,402 mi

Market: $17,450 – $22,768

Comparison: 11 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Borger, TX

2022 Ford Maverick XLT

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

2022 Ford Maverick XLT

Borger, TX

UnscoredInsufficient · 3
$24,92379,423 mi

Comparison: 3 similar vehicles

Borger, TX

2024 Chevrolet TrailBlazer Activ

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

2024 Chevrolet TrailBlazer Activ

Borger, TX

UnscoredInsufficient · 0
$25,82325,263 mi

Borger, TX

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

Borger, TX

Fair PriceModerate · 38
$25,990Mileage not verified

Market: $21,474 – $28,239

Comparison: 38 similar vehicles

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

Borger, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Borger, TX

Unscored
$26,055Mileage not verified

Comparison: 6 similar vehicles

Borger, TX

2023 Chevrolet Equinox RS

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

2023 Chevrolet Equinox RS

Borger, TX

UnscoredInsufficient · 0
$26,22546,337 mi

Borger, TX

2020 Jeep Wrangler Unlimited Sahara

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

2020 Jeep Wrangler Unlimited Sahara

Borger, TX

Unscored
$27,52365,897 mi

Comparison: 8 similar vehicles

Borger, TX

2021 Jeep Grand Cherokee Overland

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

2021 Jeep Grand Cherokee Overland

Borger, TX

UnscoredInsufficient · 0
$27,92486,052 mi

Borger, TX

2016 Dodge Charger SE

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

2016 Dodge Charger SE

Borger, TX

UnscoredInsufficient · 0
$27,99568,921 mi

Borger, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Borger, TX

Unscored
$28,015Mileage not verified

Comparison: 6 similar vehicles

Borger, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Borger, TX

Unscored
$28,015Mileage not verified

Comparison: 6 similar vehicles

Borger, TX

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Borger, TX

Fair PriceRobust · 96
$28,075Mileage not verified

Market: $26,224 – $30,034

Comparison: 96 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

Borger, TX

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Borger, TX

OverpricedModerate · 32
$28,50088,182 mi

Market: $9,890 – $19,995

Comparison: 32 similar vehicles

Priced ~43% above the typical market range for similar vehicles (based on current market benchmarks)

Borger, TX

2021 GMC Canyon Denali

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

2021 GMC Canyon Denali

Borger, TX

UnscoredInsufficient · 0
$29,213109,230 mi

Borger, TX

2022 Buick Envision Essence

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

2022 Buick Envision Essence

Borger, TX

UnscoredInsufficient · 0
$29,52439,126 mi

Borger, TX

2022 Chevrolet Silverado 1500 Custom

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

2022 Chevrolet Silverado 1500 Custom

Borger, TX

OverpricedLimited · 15
$30,213101,138 mi

Market: $20,495 – $28,074

Comparison: 15 similar vehicles

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

Borger, TX

2019 Lexus ES 350 Luxury

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

2019 Lexus ES 350 Luxury

Borger, TX

UnscoredInsufficient · 0
$30,21343,526 mi

Borger, TX

2023 Kia Sorento X-Line SX-P

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

2023 Kia Sorento X-Line SX-P

Borger, TX

Unscored
$30,62373,765 mi

Comparison: 9 similar vehicles

Borger, TX

2023 INFINITI QX60 LUXE

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

2023 INFINITI QX60 LUXE

Borger, TX

UnscoredInsufficient · 0
$31,22552,242 mi

Borger, TX

2023 Cadillac XT5 Premium Luxury

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

2023 Cadillac XT5 Premium Luxury

Borger, TX

UnscoredInsufficient · 0
$31,32352,841 mi

Borger, TX

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Borger, TX

UnscoredInsufficient · 3
$32,415Mileage not verified

Comparison: 3 similar vehicles

Borger, TX

2022 BMW X3 30i

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

2022 BMW X3 30i

Borger, TX

UnscoredInsufficient · 0
$33,51335,112 mi

Borger, TX

2024 Chevrolet Silverado 1500 Custom

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

2024 Chevrolet Silverado 1500 Custom

Borger, TX

Fair PriceModerate · 38
$33,82372,500 mi

Market: $20,322 – $38,999

Comparison: 38 similar vehicles

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

Borger, TX

2026 Volkswagen Atlas Cross Sport SE

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

2026 Volkswagen Atlas Cross Sport SE

Borger, TX

UnscoredInsufficient · 0
$33,92414,616 mi

Borger, TX

2026 Chevrolet Trailblazer Activ

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

2026 Chevrolet Trailblazer Activ

Borger, TX

Fair PriceModerate · 44
$34,380Mileage not verified

Market: $24,474 – $36,255

Comparison: 44 similar vehicles

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

Borger, TX

2021 GMC Sierra 1500 SLT

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

2021 GMC Sierra 1500 SLT

Borger, TX

OverpricedModerate · 23
$34,92499,940 mi

Market: $30,047 – $33,622

Comparison: 23 similar vehicles

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

Borger, TX

2024 Chevrolet Silverado 1500 Custom

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

2024 Chevrolet Silverado 1500 Custom

Borger, TX

Fair PriceModerate · 38
$36,713104,436 mi

Market: $20,322 – $38,999

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Borger, TX

2023 Cadillac XT6 Sport

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

2023 Cadillac XT6 Sport

Borger, TX

UnscoredInsufficient · 0
$36,71361,414 mi

Borger, TX

2026 Chevrolet Colorado LT

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

2026 Chevrolet Colorado LT

Borger, TX

Fair PriceModerate · 42
$37,735Mileage not verified

Market: $31,974 – $45,021

Comparison: 42 similar vehicles

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

Borger, TX

2020 Ford Expedition Platinum

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

2020 Ford Expedition Platinum

Borger, TX

UnscoredInsufficient · 0
$38,65272,542 mi

Borger, TX

2027 Chevrolet Equinox LT

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

2027 Chevrolet Equinox LT

Borger, TX

UnscoredInsufficient · 3
$38,655Mileage not verified

Comparison: 3 similar vehicles

Borger, TX

2026 Chevrolet Blazer 2LT

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

2026 Chevrolet Blazer 2LT

Borger, TX

Fair PriceModerate · 43
$38,815Mileage not verified

Market: $33,995 – $43,735

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Borger, TX

2026 Chevrolet Equinox ACTIV

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

2026 Chevrolet Equinox ACTIV

Borger, TX

Unscored
$38,8234,714 mi

Comparison: 5 similar vehicles

Borger, TX

2022 Lincoln Nautilus Black Label

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

2022 Lincoln Nautilus Black Label

Borger, TX

UnscoredInsufficient · 0
$38,92333,183 mi

Borger, TX

2022 Chevrolet Silverado 2500HD Custom

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

2022 Chevrolet Silverado 2500HD Custom

Borger, TX

UnscoredInsufficient · 0
$39,213111,868 mi

Borger, TX

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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