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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 8, 2026

7.3M+

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

957 listings found

2013 Nissan LEAF S

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

2013 Nissan LEAF S

Arlington, TX

UnscoredInsufficient · 0
$3,90076,000 mi

Arlington, TX

2017 BMW i3 Base

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

2017 BMW i3 Base

Hurst, TX

Unscored
$8,99469,860 mi

Comparison: 5 similar vehicles

Hurst, TX

2014 Tesla Model S

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

2014 Tesla Model S

Fort Worth, TX

UnscoredInsufficient · 3
$9,49996,521 mi

Comparison: 3 similar vehicles

Fort Worth, TX

2016 Nissan LEAF SL

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

2016 Nissan LEAF SL

Fort Worth, TX

UnscoredInsufficient · 0
$12,99554,698 mi

Fort Worth, TX

2018 Nissan LEAF SV

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

2018 Nissan LEAF SV

Blue Mound, TX

UnscoredInsufficient · 0
$13,99057,340 mi

Blue Mound, TX

2022 Nissan LEAF SV

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

2022 Nissan LEAF SV

Fort Worth, TX

UnscoredInsufficient · 0
$13,99852,284 mi

Fort Worth, TX

2014 Tesla Model S

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

2014 Tesla Model S

Arlington, TX

Unscored
$14,216130,000 mi

Comparison: 5 similar vehicles

Arlington, TX

2021 Volkswagen ID.4 PRO S

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

2021 Volkswagen ID.4 PRO S

Arlington, TX

Unscored
$14,65587,358 mi

Comparison: 10 similar vehicles

Arlington, TX

2020 Nissan Leaf SV

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

2020 Nissan Leaf SV

Blue Mound, TX

UnscoredInsufficient · 0
$14,99034,527 mi

Blue Mound, TX

2024 Nissan LEAF S

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

2024 Nissan LEAF S

Grand Prairie, TX

UnscoredInsufficient · 0
$15,2125,558 mi

Grand Prairie, TX

2017 Chevrolet Bolt EV LT

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

2017 Chevrolet Bolt EV LT

Blue Mound, TX

UnscoredInsufficient · 0
$15,59049,412 mi

Blue Mound, TX

2020 Chevrolet Bolt EV Premier

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

2020 Chevrolet Bolt EV Premier

Blue Mound, TX

UnscoredInsufficient · 0
$15,99072,245 mi

Blue Mound, TX

2017 Chevrolet Bolt EV Premier

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

2017 Chevrolet Bolt EV Premier

Blue Mound, TX

UnscoredInsufficient · 0
$15,99083,885 mi

Blue Mound, TX

2021 Tesla Model 3 Base

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

2021 Tesla Model 3 Base

Haltom City, TX

Salvage title
$15,99543,048 mi

Haltom City, TX

2018 Tesla Model 3 Long Range Dual Motor

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

2018 Tesla Model 3 Long Range Dual Motor

Mansfield, TX

Fair PriceLimited · 15
$15,999102,926 mi

Market: $15,995 – $28,300

Comparison: 15 similar vehicles

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

Mansfield, TX

2023 Tesla Model 3 Base

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

2023 Tesla Model 3 Base

Burleson, TX

Great DealLimited · 14
$16,50060,000 mi

Market: $23,100 – $29,988

Comparison: 14 similar vehicles

Competitively priced ~29% below the typical range compared to similar vehicles · 59 days listed (based on current market benchmarks)

Burleson, TX

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Blue Mound, TX

OverpricedLimited · 12
$16,59017,122 mi

Market: $14,761 – $16,000

Comparison: 12 similar vehicles

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

Blue Mound, TX

2013 Tesla Model S

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

2013 Tesla Model S

Azle, TX

Unscored
$16,83167,187 mi

Comparison: 6 similar vehicles

Azle, 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

Blue Mound, TX

UnscoredInsufficient · 0
$17,59050,542 mi

Blue Mound, TX

2021 Tesla Model 3 Base

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

2021 Tesla Model 3 Base

Azle, TX

Unscored
$17,831138,847 mi

Comparison: 28 similar vehicles

Azle, TX

2017 Tesla Model S 75D

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

2017 Tesla Model S 75D

Azle, TX

Unscored
$17,83197,982 mi

Comparison: 5 similar vehicles

Azle, TX

2023 Volkswagen ID.4 STANDARD

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

2023 Volkswagen ID.4 STANDARD

Arlington, TX

UnscoredInsufficient · 0
$17,92827,328 mi

Arlington, TX

2023 Tesla Model 3 Base

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

2023 Tesla Model 3 Base

Grand Prairie, TX

Great DealModerate · 22
$17,99545,968 mi

Market: $20,000 – $30,998

Comparison: 22 similar vehicles

Competitively priced ~10% below the typical range compared to similar vehicles · 102 days listed (based on current market benchmarks)

Grand Prairie, TX

2022 Tesla Model 3 Base

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

2022 Tesla Model 3 Base

Arlington, TX

Unscored
$17,995112,768 mi

Comparison: 10 similar vehicles

Arlington, TX

2019 Tesla Model 3 Base

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

2019 Tesla Model 3 Base

White Settlement, TX

Unscored
$18,129105,515 mi

Comparison: 8 similar vehicles

White Settlement, TX

2022 Chevrolet Bolt EUV LT

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

2022 Chevrolet Bolt EUV LT

Arlington, TX

UnscoredInsufficient · 0
$18,21254,759 mi

Arlington, TX

2025 Nissan Leaf SV PLUS

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

2025 Nissan Leaf SV PLUS

Hurst, TX

Unscored
$18,37530,592 mi

Comparison: 5 similar vehicles

Hurst, TX

2025 Nissan Leaf SV PLUS

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

2025 Nissan Leaf SV PLUS

Arlington, TX

UnscoredInsufficient · 3
$18,59933,863 mi

Comparison: 3 similar vehicles

Arlington, TX

2018 Tesla Model 3 Long Range

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

2018 Tesla Model 3 Long Range

Azle, TX

Fair PriceLimited · 18
$18,831106,637 mi

Market: $12,990 – $29,500

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Azle, TX

2020 Tesla Model 3 Base

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

2020 Tesla Model 3 Base

Arlington, TX

Fair PriceModerate · 30
$18,90064,060 mi

Market: $19,074 – $30,400

Comparison: 30 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 15 days listed (based on current market benchmarks)

Arlington, TX

2021 Volkswagen ID.4 PRO

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

2021 Volkswagen ID.4 PRO

Blue Mound, TX

UnscoredInsufficient · 0
$18,99069,212 mi

Blue Mound, TX

2023 Volkswagen ID.4 PRO

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

2023 Volkswagen ID.4 PRO

Fort Worth, TX

Unscored
$18,99843,860 mi

Comparison: 5 similar vehicles

Fort Worth, TX

2023 Chevrolet Bolt EUV Premier

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

2023 Chevrolet Bolt EUV Premier

Grand Prairie, TX

Unscored
$19,22240,639 mi

Comparison: 5 similar vehicles

Grand Prairie, TX

2021 Tesla Model 3 Base

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

2021 Tesla Model 3 Base

North Richland Hills, TX

Fair PriceModerate · 28
$19,235102,666 mi

Market: $15,500 – $28,384

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

North Richland Hills, TX

2025 Nissan Leaf SV PLUS

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

2025 Nissan Leaf SV PLUS

Hurst, TX

Unscored
$19,26813,903 mi

Comparison: 6 similar vehicles

Hurst, TX

2022 Volkswagen ID.4 PRO S

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

2022 Volkswagen ID.4 PRO S

Fort Worth, TX

UnscoredInsufficient · 4
$19,34547,199 mi

Comparison: 4 similar vehicles

Fort Worth, TX

2023 VinFast VF 8 PLUS

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

2023 VinFast VF 8 PLUS

Arlington, TX

UnscoredInsufficient · 3
$19,6538,083 mi

Comparison: 3 similar vehicles

Arlington, TX

2023 Volkswagen ID.4 PRO

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

2023 Volkswagen ID.4 PRO

Arlington, TX

Unscored
$19,89133,947 mi

Comparison: 5 similar vehicles

Arlington, TX

2023 Volkswagen ID.4 S

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

2023 Volkswagen ID.4 S

Fort Worth, TX

UnscoredInsufficient · 4
$19,97221,129 mi

Comparison: 4 similar vehicles

Fort Worth, TX

2023 Nissan Leaf SV Plus

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

2023 Nissan Leaf SV Plus

Blue Mound, TX

UnscoredInsufficient · 4
$19,99019,708 mi

Comparison: 4 similar vehicles

Blue Mound, TX

2022 Chevrolet Bolt EUV LT

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

2022 Chevrolet Bolt EUV LT

Blue Mound, TX

UnscoredInsufficient · 0
$19,99053,008 mi

Blue Mound, TX

2015 Tesla Model S P85D

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

2015 Tesla Model S P85D

Blue Mound, TX

UnscoredInsufficient · 0
$19,990103,758 mi

Blue Mound, TX

2024 Hyundai Kona EV SEL

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

2024 Hyundai Kona EV SEL

Fort Worth, TX

UnscoredInsufficient · 0
$19,99940,874 mi

Fort Worth, TX

2021 Tesla Model 3 Base

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

2021 Tesla Model 3 Base

Kennedale, TX

Salvage title
$20,00034,841 mi

Kennedale, TX

2022 Tesla Model 3 Base

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

2022 Tesla Model 3 Base

White Settlement, TX

Unscored
$20,03391,142 mi

Comparison: 8 similar vehicles

White Settlement, TX

2022 Chevrolet Bolt EUV Premier

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

2022 Chevrolet Bolt EUV Premier

Burleson, TX

UnscoredInsufficient · 0
$20,12048,340 mi

Burleson, TX

2023 Polestar 2 Base

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

2023 Polestar 2 Base

Hurst, TX

UnscoredInsufficient · 0
$20,49330,070 mi

Hurst, TX

2023 Volkswagen ID.4 PRO S

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

2023 Volkswagen ID.4 PRO S

Blue Mound, TX

Unscored
$20,59056,066 mi

Comparison: 7 similar vehicles

Blue Mound, TX

2022 Kia EV6 Wind

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

2022 Kia EV6 Wind

Blue Mound, TX

UnscoredInsufficient · 0
$20,59097,937 mi

Blue Mound, TX

2021 Chevrolet Bolt EV Premier

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

2021 Chevrolet Bolt EV Premier

Blue Mound, TX

UnscoredInsufficient · 0
$20,59042,405 mi

Blue Mound, 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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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