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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 · October 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

212 listings found

2013 Dodge Durango SXT

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

2013 Dodge Durango SXT

Hebbronville, TX

UnscoredLimited · 6
$5,898203,740 mi

Comparison: 6 similar vehicles

Hebbronville, TX

2018 Chevrolet Trax LS

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

2018 Chevrolet Trax LS

Hebbronville, TX

UnscoredLimited · 13
$6,688128,139 mi

Comparison: 13 similar vehicles

Hebbronville, TX

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Laredo, TX

UnscoredRobust · 81
$8,500158,000 mi

Comparison: 81 similar vehicles

Laredo, TX

2015 Mitsubishi Outlander Sport ES

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

2015 Mitsubishi Outlander Sport ES

Alice, TX

Fair PriceLimited · 18
$12,688100,992 mi

Market: $4,995 – $13,224

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1818 days listed (based on current market benchmarks)

Alice, TX

2017 Dodge Durango SXT

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

2017 Dodge Durango SXT

Alice, TX

UnscoredInsufficient · 0
$14,500147,542 mi

Alice, TX

No Photo

2011 BMW X5 xDrive35i

Alice, TX

UnscoredInsufficient · 0
$14,788118,010 mi

Alice, TX

2007 Jeep Wrangler X

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

2007 Jeep Wrangler X

Freer, TX

UnscoredInsufficient · 3
$14,900115,512 mi

Comparison: 3 similar vehicles

Freer, TX

2016 Chevrolet Suburban LT

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

2016 Chevrolet Suburban LT

Alice, TX

UnscoredLimited · 13
$15,000182,620 mi

Comparison: 13 similar vehicles

Alice, TX

2022 Jeep Compass Latitude

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

2022 Jeep Compass Latitude

Alice, TX

UnscoredInsufficient · 4
$15,61626,187 mi

Comparison: 4 similar vehicles

Alice, TX

2021 Buick Envision Essence

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

2021 Buick Envision Essence

Laredo, TX

UnscoredInsufficient · 0
$15,90059,596 mi

Laredo, TX

2020 Cadillac XT4 Premium Luxury

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

2020 Cadillac XT4 Premium Luxury

Laredo, TX

Salvage title
$15,900109,000 mi

Laredo, TX

No Photo

2015 Ford Explorer XLT

Alice, TX

UnscoredModerate · 21
$15,988126,076 mi

Comparison: 21 similar vehicles

Alice, TX

2022 INFINITI QX50 Pure

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

2022 INFINITI QX50 Pure

Laredo, TX

UnscoredInsufficient · 0
$16,90042,803 mi

Laredo, TX

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Alice, TX

OverpricedLimited · 18
$17,688107,306 mi

Market: $6,950 – $16,998

Comparison: 18 similar vehicles

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

Alice, TX

2022 Ford Escape SE

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

2022 Ford Escape SE

Freer, TX

UnscoredInsufficient · 3
$17,90029,826 mi

Comparison: 3 similar vehicles

Freer, TX

2023 Jeep Renegade Latitude

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

2023 Jeep Renegade Latitude

Alice, TX

UnscoredLimited · 6
$18,23660,509 mi

Comparison: 6 similar vehicles

Alice, TX

2023 Jeep Renegade Upland

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

2023 Jeep Renegade Upland

Alice, TX

UnscoredLimited · 7
$19,00627,744 mi

Comparison: 7 similar vehicles

Alice, TX

2023 Nissan Kicks SR

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

2023 Nissan Kicks SR

Alice, TX

UnscoredInsufficient · 0
$19,37751,715 mi

Alice, TX

2024 Chevrolet TrailBlazer LS

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

2024 Chevrolet TrailBlazer LS

Laredo, TX

UnscoredInsufficient · 0
$19,9505,690 mi

Laredo, TX

2022 Hyundai Tucson Limited

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

2022 Hyundai Tucson Limited

Hebbronville, TX

UnscoredLimited · 12
$19,98092,677 mi

Comparison: 12 similar vehicles

Hebbronville, TX

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Hebbronville, TX

Fair PriceLimited · 18
$19,98851,554 mi

Market: $17,513 – $22,999

Comparison: 18 similar vehicles

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

Hebbronville, TX

2025 Chevrolet Trailblazer LT

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

2025 Chevrolet Trailblazer LT

Alice, TX

Fair PriceLimited · 13
$20,31833,128 mi

Market: $18,540 – $23,220

Comparison: 13 similar vehicles

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

Alice, TX

2025 Ford Escape ST-Line

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

2025 Ford Escape ST-Line

Alice, TX

UnscoredLimited · 6
$20,58534,080 mi

Comparison: 6 similar vehicles

Alice, TX

2023 Buick Envision Preferred

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

2023 Buick Envision Preferred

Laredo, TX

Great DealLimited · 12
$21,00031,744 mi

Market: $23,243 – $27,192

Comparison: 12 similar vehicles

Competitively priced ~10% below the typical range compared to similar vehicles · 73 days listed (based on current market benchmarks)

Laredo, TX

2025 Chevrolet Trailblazer LT

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

2025 Chevrolet Trailblazer LT

Laredo, TX

UnscoredInsufficient · 0
$21,50016,072 mi

Laredo, TX

2021 Chevrolet Trailblazer RS

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

2021 Chevrolet Trailblazer RS

Freer, TX

Fair PriceLimited · 15
$22,00065,975 mi

Market: $13,848 – $23,995

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1271 days listed (based on current market benchmarks)

Freer, TX

2025 Ford Escape Active

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

2025 Ford Escape Active

Alice, TX

UnscoredInsufficient · 3
$22,8049,091 mi

Comparison: 3 similar vehicles

Alice, TX

2023 GMC Acadia SLE

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

2023 GMC Acadia SLE

Alice, TX

UnscoredInsufficient · 3
$23,22470,480 mi

Comparison: 3 similar vehicles

Alice, TX

2024 Dodge Durango GT

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

2024 Dodge Durango GT

Alice, TX

UnscoredModerate · 31
$23,84073,979 mi

Comparison: 31 similar vehicles

Alice, TX

2018 Jeep All-New Wrangler Unlimited Sport

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

2018 Jeep All-New Wrangler Unlimited Sport

Alice, TX

OverpricedLimited · 12
$24,00062,900 mi

Market: $16,999 – $23,850

Comparison: 12 similar vehicles

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

Alice, TX

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Freer, TX

Fair PriceModerate · 23
$24,878Mileage not verified

Market: $22,642 – $27,080

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 111 days listed (based on current market benchmarks)

Freer, TX

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Freer, TX

Fair PriceLimited · 14
$24,885Mileage not verified

Market: $23,460 – $24,885

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Freer, TX

No Photo

2024 Buick Envision Preferred

Alice, TX

UnscoredLimited · 7
$24,95647,673 mi

Comparison: 7 similar vehicles

Alice, TX

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

Freer, TX

Fair PriceModerate · 34
$25,50087,925 mi

Market: $21,996 – $37,221

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 129 days listed (based on current market benchmarks)

Freer, TX

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

Freer, TX

Fair PriceLimited · 18
$25,50079,237 mi

Market: $23,988 – $30,900

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Freer, TX

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Freer, TX

Fair PriceModerate · 23
$25,590Mileage not verified

Market: $22,642 – $27,080

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Freer, TX

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

Freer, TX

Fair PriceModerate · 20
$26,285Mileage not verified

Market: $21,966 – $26,745

Comparison: 20 similar vehicles

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

Freer, TX

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Hebbronville, TX

Fair PriceRobust · 606
$26,444Mileage not verified

Market: $22,315 – $28,274

Comparison: 606 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Hebbronville, TX

2023 Jeep Grand Cherokee Altitude

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

2023 Jeep Grand Cherokee Altitude

Freer, TX

UnscoredInsufficient · 0
$26,50049,875 mi

Freer, 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

Laredo, TX

UnscoredInsufficient · 4
$26,50027,836 mi

Comparison: 4 similar vehicles

Laredo, TX

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

Hebbronville, TX

Fair PriceRobust · 174
$26,784Mileage not verified

Market: $21,966 – $28,024

Comparison: 174 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Hebbronville, TX

No Photo

2026 Jeep Compass Latitude Altitude

Alice, TX

Fair PriceRobust · 54
$27,1824,171 mi

Market: $26,823 – $33,358

Comparison: 54 similar vehicles

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

Alice, TX

No Photo

2026 Jeep Compass Latitude Altitude

Alice, TX

Fair PriceRobust · 54
$27,3262,270 mi

Market: $26,823 – $33,358

Comparison: 54 similar vehicles

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

Alice, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Hebbronville, TX

Fair PriceRobust · 710
$27,490Mileage not verified

Market: $23,640 – $30,414

Comparison: 710 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Hebbronville, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Hebbronville, TX

Fair PriceRobust · 710
$27,490Mileage not verified

Market: $23,640 – $30,414

Comparison: 710 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Hebbronville, TX

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Hebbronville, TX

Fair PriceRobust · 238
$27,490Mileage not verified

Market: $24,280 – $29,709

Comparison: 238 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Hebbronville, TX

2019 Chevrolet Tahoe Premier

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

2019 Chevrolet Tahoe Premier

Freer, TX

UnscoredModerate · 44
$27,500154,988 mi

Comparison: 44 similar vehicles

Freer, TX

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Freer, TX

Fair PriceRobust · 56
$27,596Mileage not verified

Market: $24,155 – $28,910

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 216 days listed (based on current market benchmarks)

Freer, TX

No Photo

2026 Jeep Compass Latitude Altitude

Alice, TX

Fair PriceRobust · 54
$27,799206 mi

Market: $26,823 – $33,358

Comparison: 54 similar vehicles

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

Alice, TX

2023 Hyundai Palisade Limited

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

2023 Hyundai Palisade Limited

Freer, TX

UnscoredLimited · 5
$28,90055,892 mi

Comparison: 5 similar vehicles

Freer, 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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