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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

801 listings found

2011 Lincoln MKX Base

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

2011 Lincoln MKX Base

Navasota, TX

UnscoredLimited · 8
$7,156222,129 mi

Comparison: 8 similar vehicles

Navasota, TX

2013 Mazda MAZDA3 i Grand Touring

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

2013 Mazda MAZDA3 i Grand Touring

Navasota, TX

UnscoredInsufficient · 0
$9,89980,748 mi

Navasota, TX

2015 RAM 1500 Pickup SLT

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

2015 RAM 1500 Pickup SLT

Navasota, TX

UnscoredLimited · 18
$9,988194,504 mi

Comparison: 18 similar vehicles

Navasota, TX

2015 Honda CR-Z EX

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

2015 Honda CR-Z EX

Navasota, TX

UnscoredInsufficient · 0
$9,988122,575 mi

Navasota, TX

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

Navasota, TX

UnscoredRobust · 68
$9,991128,139 mi

Comparison: 68 similar vehicles

Navasota, TX

2016 Volkswagen Tiguan SE

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

2016 Volkswagen Tiguan SE

Navasota, TX

Fair PriceLimited · 10
$10,393108,354 mi

Market: $4,900 – $10,996

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Navasota, TX

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Navasota, TX

UnscoredLimited · 5
$10,490166,144 mi

Comparison: 5 similar vehicles

Navasota, TX

2020 Cadillac XT6 Premium Luxury

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

2020 Cadillac XT6 Premium Luxury

Navasota, TX

UnscoredRobust · 103
$10,984174,494 mi

Comparison: 103 similar vehicles

Navasota, TX

2018 Ford Focus SE

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

2018 Ford Focus SE

Navasota, TX

UnscoredInsufficient · 0
$11,89441,066 mi

Navasota, TX

2015 MINI Cooper Base

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

2015 MINI Cooper Base

Navasota, TX

Fair PriceLimited · 14
$11,99087,531 mi

Market: $5,995 – $12,995

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Navasota, TX

2020 Jeep Wrangler Unlimited Sport S

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

2020 Jeep Wrangler Unlimited Sport S

Navasota, TX

UnscoredLimited · 5
$13,928143,082 mi

Comparison: 5 similar vehicles

Navasota, TX

2019 BMW 5 Series 530i

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

2019 BMW 5 Series 530i

Navasota, TX

UnscoredInsufficient · 3
$13,99982,800 mi

Comparison: 3 similar vehicles

Navasota, TX

2014 Jeep Wrangler Sport

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

2014 Jeep Wrangler Sport

Navasota, TX

UnscoredInsufficient · 4
$14,56299,842 mi

Comparison: 4 similar vehicles

Navasota, TX

2021 Ford Explorer XLT

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

2021 Ford Explorer XLT

Navasota, TX

UnscoredLimited · 9
$14,724122,837 mi

Comparison: 9 similar vehicles

Navasota, TX

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Navasota, TX

UnscoredInsufficient · 3
$15,12087,007 mi

Comparison: 3 similar vehicles

Navasota, TX

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

Navasota, TX

UnscoredLimited · 8
$15,99584,262 mi

Comparison: 8 similar vehicles

Navasota, TX

2019 Cadillac XT5 Base

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

2019 Cadillac XT5 Base

Navasota, TX

Fair PriceModerate · 31
$16,83378,135 mi

Market: $13,990 – $24,988

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Navasota, TX

2021 Audi Q3 S Line Premium Plus

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

2021 Audi Q3 S Line Premium Plus

Navasota, TX

Great DealLimited · 15
$16,89783,911 mi

Market: $18,995 – $22,137

Comparison: 15 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 82 days listed (based on current market benchmarks)

Navasota, TX

2024 Mitsubishi Outlander Sport ES

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

2024 Mitsubishi Outlander Sport ES

Navasota, TX

UnscoredLimited · 8
$16,99161,824 mi

Comparison: 8 similar vehicles

Navasota, TX

2016 Chevrolet Tahoe LT

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

2016 Chevrolet Tahoe LT

Navasota, TX

UnscoredRobust · 88
$17,215129,719 mi

Comparison: 88 similar vehicles

Navasota, TX

2018 GMC Yukon SLT

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

2018 GMC Yukon SLT

Navasota, TX

UnscoredInsufficient · 4
$17,278122,230 mi

Comparison: 4 similar vehicles

Navasota, TX

2024 Nissan Rogue S

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

2024 Nissan Rogue S

Navasota, TX

UnscoredLimited · 6
$17,48867,089 mi

Comparison: 6 similar vehicles

Navasota, TX

2024 Hyundai Elantra SEL

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

2024 Hyundai Elantra SEL

Navasota, TX

Fair PriceModerate · 48
$17,68853,901 mi

Market: $14,649 – $21,916

Comparison: 48 similar vehicles

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

Navasota, TX

2020 INFINITI QX80 Base

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

2020 INFINITI QX80 Base

Navasota, TX

UnscoredInsufficient · 4
$17,874104,991 mi

Comparison: 4 similar vehicles

Navasota, TX

2023 Hyundai Santa Cruz SEL

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

2023 Hyundai Santa Cruz SEL

Navasota, TX

UnscoredLimited · 10
$17,932120,214 mi

Comparison: 10 similar vehicles

Navasota, TX

2025 Nissan Rogue SV

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

2025 Nissan Rogue SV

Navasota, TX

UnscoredInsufficient · 4
$17,99855,533 mi

Comparison: 4 similar vehicles

Navasota, TX

2006 Ford F-350 Super Duty Lariat

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

2006 Ford F-350 Super Duty Lariat

Navasota, TX

UnscoredLimited · 5
$18,243144,874 mi

Comparison: 5 similar vehicles

Navasota, TX

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Navasota, TX

Fair PriceLimited · 11
$18,24560,424 mi

Market: $17,899 – $26,795

Comparison: 11 similar vehicles

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

Navasota, TX

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Navasota, TX

Fair PriceModerate · 38
$18,35991,840 mi

Market: $7,900 – $26,995

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Navasota, TX

2024 Nissan Rogue SV

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

2024 Nissan Rogue SV

Navasota, TX

UnscoredLimited · 5
$18,99062,903 mi

Comparison: 5 similar vehicles

Navasota, TX

2022 Chevrolet Express Cargo Work Van

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

2022 Chevrolet Express Cargo Work Van

Navasota, TX

Fair PriceLimited · 16
$19,28779,717 mi

Market: $14,771 – $24,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Navasota, TX

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Navasota, TX

Fair PriceRobust · 257
$19,400119,680 mi

Market: $6,850 – $39,612

Comparison: 257 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Navasota, TX

2019 Toyota RAV4 XSE

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

2019 Toyota RAV4 XSE

Navasota, TX

UnscoredLimited · 18
$19,453154,021 mi

Comparison: 18 similar vehicles

Navasota, TX

2022 RAM 2500 Pickup Lone Star

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

2022 RAM 2500 Pickup Lone Star

Navasota, TX

UnscoredLimited · 17
$19,460192,487 mi

Comparison: 17 similar vehicles

Navasota, TX

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Navasota, TX

UnscoredLimited · 11
$19,481147,100 mi

Comparison: 11 similar vehicles

Navasota, TX

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Navasota, TX

Fair PriceRobust · 210
$19,49563,319 mi

Market: $15,995 – $34,221

Comparison: 210 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Navasota, TX

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Navasota, TX

Fair PriceModerate · 38
$19,79947,821 mi

Market: $17,816 – $21,439

Comparison: 38 similar vehicles

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

Navasota, TX

2020 Ford Explorer Limited

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

2020 Ford Explorer Limited

Navasota, TX

UnscoredLimited · 5
$19,83095,743 mi

Comparison: 5 similar vehicles

Navasota, TX

2019 Jeep Grand Cherokee Overland

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

2019 Jeep Grand Cherokee Overland

Navasota, TX

Fair PriceLimited · 17
$19,84699,447 mi

Market: $15,720 – $25,295

Comparison: 17 similar vehicles

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

Navasota, TX

2017 GMC Yukon SLT

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

2017 GMC Yukon SLT

Navasota, TX

Fair PriceRobust · 73
$19,921113,135 mi

Market: $8,300 – $25,995

Comparison: 73 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Navasota, TX

2024 Hyundai Tucson SEL

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

2024 Hyundai Tucson SEL

Navasota, TX

Fair PriceModerate · 34
$19,96546,088 mi

Market: $19,222 – $25,013

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 210 days listed (based on current market benchmarks)

Navasota, TX

2021 Jeep Wrangler Unlimited Sport RHD

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

2021 Jeep Wrangler Unlimited Sport RHD

Navasota, TX

UnscoredInsufficient · 0
$19,991153,331 mi

Navasota, TX

2025 Chevrolet Trax LT

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

2025 Chevrolet Trax LT

Navasota, TX

Fair PriceLimited · 13
$20,01553,615 mi

Market: $17,149 – $24,002

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Navasota, TX

2024 Hyundai Tucson SEL

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

2024 Hyundai Tucson SEL

Navasota, TX

UnscoredLimited · 8
$20,21258,259 mi

Comparison: 8 similar vehicles

Navasota, TX

2023 Chrysler Pacifica Limited

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

2023 Chrysler Pacifica Limited

Navasota, TX

Fair PriceModerate · 45
$20,21686,026 mi

Market: $16,701 – $27,995

Comparison: 45 similar vehicles

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

Navasota, TX

2023 Chrysler Pacifica Hybrid Touring L

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

2023 Chrysler Pacifica Hybrid Touring L

Navasota, TX

Fair PriceRobust · 54
$20,22066,927 mi

Market: $12,127 – $21,644

Comparison: 54 similar vehicles

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

Navasota, TX

2023 Hyundai Sonata SEL Plus

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

2023 Hyundai Sonata SEL Plus

Navasota, TX

UnscoredLimited · 6
$20,46459,960 mi

Comparison: 6 similar vehicles

Navasota, TX

2018 Chevrolet Silverado 1500 LTZ

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

2018 Chevrolet Silverado 1500 LTZ

Navasota, TX

UnscoredRobust · 59
$20,796152,994 mi

Comparison: 59 similar vehicles

Navasota, TX

2019 RAM 1500 Pickup Limited

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

2019 RAM 1500 Pickup Limited

Navasota, TX

UnscoredInsufficient · 3
$20,889156,801 mi

Comparison: 3 similar vehicles

Navasota, TX

2022 Dodge Challenger GT

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

2022 Dodge Challenger GT

Navasota, TX

Fair PriceModerate · 41
$20,89075,000 mi

Market: $15,599 – $27,795

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 181 days listed (based on current market benchmarks)

Navasota, TX

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 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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