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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 7, 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

1,330 listings found

2014 GMC Terrain SLE-1

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

2014 GMC Terrain SLE-1

Selma, TX

UnscoredInsufficient · 3
$6,495151,325 mi

Comparison: 3 similar vehicles

Selma, TX

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Selma, TX

Unscored
$6,995160,759 mi

Comparison: 5 similar vehicles

Selma, TX

2012 Nissan Murano SL

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

2012 Nissan Murano SL

Selma, TX

Unscored
$8,220114,768 mi

Comparison: 8 similar vehicles

Selma, TX

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Selma, TX

Unscored
$8,495160,619 mi

Comparison: 21 similar vehicles

Selma, TX

2012 Toyota Prius Four

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

2012 Toyota Prius Four

Selma, TX

Unscored
$8,495191,200 mi

Comparison: 9 similar vehicles

Selma, TX

2008 Lexus RX 350

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

2008 Lexus RX 350

Selma, TX

Unscored
$8,495180,000 mi

Comparison: 43 similar vehicles

Selma, TX

2007 Honda Ridgeline RTL

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

2007 Honda Ridgeline RTL

Selma, TX

UnscoredInsufficient · 3
$8,995248,250 mi

Comparison: 3 similar vehicles

Selma, TX

2014 Kia Cadenza Premium

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

2014 Kia Cadenza Premium

Selma, TX

UnscoredInsufficient · 0
$9,725103,648 mi

Selma, TX

2017 Kia Soul +

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

2017 Kia Soul +

Selma, TX

Fair PriceLimited · 13
$9,995109,104 mi

Market: $5,950 – $11,400

Comparison: 13 similar vehicles

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

Selma, TX

2016 Audi A6 Prestige

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

2016 Audi A6 Prestige

Selma, TX

Unscored
$9,995163,918 mi

Comparison: 6 similar vehicles

Selma, TX

2014 Nissan Sentra SR

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

2014 Nissan Sentra SR

Selma, TX

Fair PriceLimited · 12
$9,998102,365 mi

Market: $5,145 – $11,525

Comparison: 12 similar vehicles

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

Selma, TX

2014 Toyota Camry LE

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

2014 Toyota Camry LE

Selma, TX

Unscored
$10,220189,011 mi

Comparison: 10 similar vehicles

Selma, TX

2020 Nissan Sentra SV

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

2020 Nissan Sentra SV

Selma, TX

Unscored
$10,995106,047 mi

Comparison: 9 similar vehicles

Selma, TX

2017 Nissan Sentra SR

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

2017 Nissan Sentra SR

Selma, TX

Unscored
$10,99590,292 mi

Comparison: 7 similar vehicles

Selma, TX

2015 INFINITI Q50 Premium

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

2015 INFINITI Q50 Premium

Selma, TX

UnscoredInsufficient · 3
$10,995152,292 mi

Comparison: 3 similar vehicles

Selma, TX

2014 Cadillac XTS Premium Collection

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

2014 Cadillac XTS Premium Collection

Selma, TX

Unscored
$10,995128,515 mi

Comparison: 6 similar vehicles

Selma, TX

2018 Jeep Renegade Latitude

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

2018 Jeep Renegade Latitude

Selma, TX

UnscoredInsufficient · 3
$11,109101,239 mi

Comparison: 3 similar vehicles

Selma, TX

2018 Nissan Altima SR

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

2018 Nissan Altima SR

Selma, TX

Fair PriceLimited · 13
$11,225118,882 mi

Market: $5,995 – $13,999

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Selma, TX

2017 Nissan Murano Platinum

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

2017 Nissan Murano Platinum

Selma, TX

Unscored
$12,995109,368 mi

Comparison: 6 similar vehicles

Selma, TX

2015 Jeep Wrangler Unlimited Sport

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

2015 Jeep Wrangler Unlimited Sport

Selma, TX

Unscored
$12,995125,000 mi

Comparison: 18 similar vehicles

Selma, TX

2014 Audi allroad Premium

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

2014 Audi allroad Premium

Selma, TX

UnscoredInsufficient · 0
$13,22081,128 mi

Selma, TX

2020 Nissan Sentra S

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

2020 Nissan Sentra S

Selma, TX

Fair PriceModerate · 27
$13,39995,982 mi

Market: $8,999 – $21,707

Comparison: 27 similar vehicles

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

Selma, TX

2021 Kia Sorento LX

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

2021 Kia Sorento LX

Selma, TX

Fair PriceModerate · 32
$13,99593,277 mi

Market: $12,717 – $19,536

Comparison: 32 similar vehicles

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

Selma, TX

2011 BMW X6 M

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

2011 BMW X6 M

Selma, TX

UnscoredInsufficient · 0
$13,99556,133 mi

Selma, TX

2019 Chevrolet Traverse LS

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

2019 Chevrolet Traverse LS

Selma, TX

Unscored
$14,220101,337 mi

Comparison: 5 similar vehicles

Selma, TX

2019 Jeep Grand Cherokee Limited

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

2019 Jeep Grand Cherokee Limited

Selma, TX

Unscored
$14,495116,043 mi

Comparison: 5 similar vehicles

Selma, TX

2016 Mercedes-Benz GLE-Class GLE350

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

2016 Mercedes-Benz GLE-Class GLE350

Selma, TX

Fair PriceLimited · 15
$14,495111,118 mi

Market: $13,499 – $18,995

Comparison: 15 similar vehicles

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

Selma, TX

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Selma, TX

Fair PriceLimited · 13
$14,49886,155 mi

Market: $8,900 – $15,590

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Selma, TX

2018 Nissan Rogue SL

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

2018 Nissan Rogue SL

Selma, TX

Fair PriceModerate · 36
$14,89990,165 mi

Market: $13,220 – $15,222

Comparison: 36 similar vehicles

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

Selma, TX

2023 Chevrolet Equinox LS

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

2023 Chevrolet Equinox LS

Selma, TX

Fair PriceModerate · 35
$14,99590,288 mi

Market: $10,995 – $20,399

Comparison: 35 similar vehicles

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

Selma, TX

2017 Audi Q3 Premium Plus

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

2017 Audi Q3 Premium Plus

Selma, TX

UnscoredInsufficient · 0
$14,99558,015 mi

Selma, TX

2017 Subaru Legacy Base

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

2017 Subaru Legacy Base

Selma, TX

UnscoredInsufficient · 0
$15,49556,598 mi

Selma, TX

2018 Ford Edge SE

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

2018 Ford Edge SE

Selma, TX

UnscoredInsufficient · 0
$15,72039,529 mi

Selma, TX

2017 Honda CR-V LX

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

2017 Honda CR-V LX

Selma, TX

Fair PriceLimited · 17
$15,936112,772 mi

Market: $12,590 – $22,295

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Selma, TX

2016 BMW 7 Series 750i

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

2016 BMW 7 Series 750i

Selma, TX

Fair PriceLimited · 13
$15,995100,285 mi

Market: $14,690 – $23,590

Comparison: 13 similar vehicles

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

Selma, TX

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Selma, TX

Unscored
$15,995142,421 mi

Comparison: 30 similar vehicles

Selma, TX

2012 Jeep Wrangler Unlimited Rubicon

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

2012 Jeep Wrangler Unlimited Rubicon

Selma, TX

Fair PriceLimited · 12
$15,995106,475 mi

Market: $14,995 – $17,995

Comparison: 12 similar vehicles

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

Selma, TX

2020 Acura ILX Base

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

2020 Acura ILX Base

Selma, TX

UnscoredInsufficient · 0
$16,220141,782 mi

Selma, TX

2018 Honda HR-V LX

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

2018 Honda HR-V LX

Selma, TX

UnscoredInsufficient · 3
$16,93270,728 mi

Comparison: 3 similar vehicles

Selma, TX

2018 Audi Q5 Prestige

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

2018 Audi Q5 Prestige

Selma, TX

UnscoredInsufficient · 0
$16,99538,073 mi

Selma, TX

2025 Nissan Versa Sedan SV

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

2025 Nissan Versa Sedan SV

Selma, TX

Unscored
$16,99742,231 mi

Comparison: 7 similar vehicles

Selma, TX

2023 Nissan Sentra SV

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

2023 Nissan Sentra SV

Selma, TX

Unscored
$17,10755,050 mi

Comparison: 9 similar vehicles

Selma, TX

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Selma, TX

Fair PriceLimited · 12
$17,22362,884 mi

Market: $16,817 – $19,223

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Selma, TX

2019 Toyota Camry SE

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

2019 Toyota Camry SE

Selma, TX

Unscored
$17,436115,203 mi

Comparison: 8 similar vehicles

Selma, TX

2017 Toyota RAV4 SE

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

2017 Toyota RAV4 SE

Selma, TX

Unscored
$17,536102,601 mi

Comparison: 5 similar vehicles

Selma, TX

2022 Nissan Sentra SV

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

2022 Nissan Sentra SV

Selma, TX

Unscored
$17,53745,835 mi

Comparison: 5 similar vehicles

Selma, TX

2017 Ford Expedition King Ranch

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

2017 Ford Expedition King Ranch

Selma, TX

UnscoredInsufficient · 3
$17,867122,428 mi

Comparison: 3 similar vehicles

Selma, TX

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Selma, TX

Unscored
$17,89359,873 mi

Comparison: 8 similar vehicles

Selma, TX

2020 BMW X2 35i

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

2020 BMW X2 35i

Selma, TX

UnscoredInsufficient · 0
$17,99582,535 mi

Selma, TX

2018 Mazda CX-9 Signature

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

2018 Mazda CX-9 Signature

Selma, TX

UnscoredInsufficient · 4
$17,995119,000 mi

Comparison: 4 similar vehicles

Selma, 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 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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