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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

234 listings found

2018 Hyundai IONIQ Base

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

2018 Hyundai IONIQ Base

Logan, UT

UnscoredInsufficient · 0
$11,90065,743 mi

Logan, UT

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Clearfield, UT

UnscoredLimited · 6
$12,99022,081 mi

Comparison: 6 similar vehicles

Clearfield, UT

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Clearfield, UT

UnscoredLimited · 6
$12,99024,459 mi

Comparison: 6 similar vehicles

Clearfield, UT

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Clearfield, UT

UnscoredLimited · 7
$12,99017,591 mi

Comparison: 7 similar vehicles

Clearfield, UT

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Clearfield, UT

UnscoredLimited · 7
$12,99010,382 mi

Comparison: 7 similar vehicles

Clearfield, UT

2023 Chevrolet Bolt EUV LT

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

2023 Chevrolet Bolt EUV LT

Clearfield, UT

UnscoredInsufficient · 0
$12,995127,929 mi

Clearfield, UT

2025 Nissan Leaf S

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

2025 Nissan Leaf S

Clearfield, UT

UnscoredInsufficient · 0
$13,3518,453 mi

Clearfield, UT

2022 Chevrolet Bolt EV 2LT

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

2022 Chevrolet Bolt EV 2LT

Clearfield, UT

UnscoredInsufficient · 0
$14,99566,931 mi

Clearfield, UT

2024 Nissan LEAF SV PLUS

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

2024 Nissan LEAF SV PLUS

Clearfield, UT

UnscoredInsufficient · 0
$15,99547,762 mi

Clearfield, UT

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

Riverdale, UT

UnscoredInsufficient · 0
$17,19884,154 mi

Riverdale, UT

2017 Tesla Model X 75D

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

2017 Tesla Model X 75D

Logan, UT

UnscoredInsufficient · 3
$17,394135,566 mi

Comparison: 3 similar vehicles

Logan, UT

2023 Hyundai Kona EV SEL

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

2023 Hyundai Kona EV SEL

Ogden, UT

UnscoredInsufficient · 0
$17,75033,390 mi

Ogden, UT

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

Clearfield, UT

Fair PriceLimited · 11
$17,99589,703 mi

Market: $16,995 – $25,017

Comparison: 11 similar vehicles

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

Clearfield, UT

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

Clearfield, UT

Fair PriceModerate · 28
$19,494100,859 mi

Market: $19,442 – $24,226

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Clearfield, UT

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

Riverdale, UT

Fair PriceLimited · 11
$20,60094,048 mi

Market: $16,995 – $25,017

Comparison: 11 similar vehicles

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

Riverdale, UT

2019 Tesla Model 3 Long Range

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

2019 Tesla Model 3 Long Range

Logan, UT

Fair PriceLimited · 16
$20,991114,782 mi

Market: $16,494 – $27,593

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Logan, UT

2020 Jaguar I-PACE SE

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

2020 Jaguar I-PACE SE

Riverdale, UT

UnscoredInsufficient · 0
$21,58733,501 mi

Riverdale, UT

2022 Tesla Model 3 Long Range

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

2022 Tesla Model 3 Long Range

Brigham City, UT

UnscoredLimited · 14
$22,350117,633 mi

Comparison: 14 similar vehicles

Brigham City, UT

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

Riverdale, UT

Fair PriceLimited · 11
$22,99797,618 mi

Market: $19,442 – $24,226

Comparison: 11 similar vehicles

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

Riverdale, UT

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

Ogden, UT

UnscoredInsufficient · 0
$23,01453,898 mi

Ogden, UT

2021 Ford Mustang Mach-E Premium AWD

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

2021 Ford Mustang Mach-E Premium AWD

Riverdale, UT

UnscoredInsufficient · 0
$23,29882,232 mi

Riverdale, UT

2022 Audi e-tron Premium

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

2022 Audi e-tron Premium

Layton, UT

UnscoredInsufficient · 0
$23,96952,469 mi

Layton, UT

2019 Tesla Model 3 Long Range

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

2019 Tesla Model 3 Long Range

Ogden, UT

UnscoredLimited · 6
$23,98988,144 mi

Comparison: 6 similar vehicles

Ogden, UT

2024 Chevrolet Blazer EV LT

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

2024 Chevrolet Blazer EV LT

Clearfield, UT

Fair PriceLimited · 19
$23,99021,038 mi

Market: $22,995 – $28,449

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Clearfield, UT

2024 Chevrolet Blazer EV LT

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

2024 Chevrolet Blazer EV LT

Clearfield, UT

Fair PriceLimited · 19
$23,99023,717 mi

Market: $22,995 – $28,449

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Clearfield, UT

2024 Chevrolet Equinox EV LT

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

2024 Chevrolet Equinox EV LT

Tremonton, UT

UnscoredLimited · 6
$24,92023,421 mi

Comparison: 6 similar vehicles

Tremonton, UT

2024 Chevrolet Equinox EV LT

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

2024 Chevrolet Equinox EV LT

Tremonton, UT

UnscoredLimited · 8
$24,93210,855 mi

Comparison: 8 similar vehicles

Tremonton, UT

2024 Chevrolet Equinox EV LT

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

2024 Chevrolet Equinox EV LT

Tremonton, UT

UnscoredLimited · 8
$24,96412,549 mi

Comparison: 8 similar vehicles

Tremonton, UT

2024 Chevrolet Blazer EV RS

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

2024 Chevrolet Blazer EV RS

Clearfield, UT

Great DealLimited · 13
$24,99526,569 mi

Market: $25,999 – $30,449

Comparison: 13 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 8 days listed (based on current market benchmarks)

Clearfield, UT

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

Logan, UT

UnscoredInsufficient · 3
$24,99820,139 mi

Comparison: 3 similar vehicles

Logan, UT

2024 Chevrolet Blazer EV LT

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

2024 Chevrolet Blazer EV LT

Logan, UT

Fair PriceModerate · 43
$25,46719,584 mi

Market: $23,990 – $29,449

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Logan, UT

2023 Hyundai IONIQ 6 SEL

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

2023 Hyundai IONIQ 6 SEL

Logan, UT

UnscoredInsufficient · 0
$25,48942,377 mi

Logan, UT

2024 Chevrolet Equinox EV LT

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

2024 Chevrolet Equinox EV LT

Tremonton, UT

UnscoredLimited · 8
$25,56516,312 mi

Comparison: 8 similar vehicles

Tremonton, UT

2024 Chevrolet Equinox EV LT

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

2024 Chevrolet Equinox EV LT

Tremonton, UT

UnscoredLimited · 6
$25,96520,288 mi

Comparison: 6 similar vehicles

Tremonton, UT

2022 Tesla Model Y Performance

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

2022 Tesla Model Y Performance

Logan, UT

UnscoredInsufficient · 3
$26,16488,431 mi

Comparison: 3 similar vehicles

Logan, UT

2022 Tesla Model 3 Long Range

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

2022 Tesla Model 3 Long Range

Riverdale, UT

Fair PriceModerate · 26
$26,19978,837 mi

Market: $22,350 – $27,625

Comparison: 26 similar vehicles

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

Riverdale, UT

2024 Chevrolet Blazer EV LT

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

2024 Chevrolet Blazer EV LT

Logan, UT

UnscoredInsufficient · 0
$26,48932,643 mi

Logan, UT

2025 Chevrolet Equinox EV RS

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

2025 Chevrolet Equinox EV RS

Sunset, UT

UnscoredInsufficient · 0
$26,5005,825 mi

Sunset, UT

2023 Audi Q4 e-tron Premium Plus

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

2023 Audi Q4 e-tron Premium Plus

Riverdale, UT

UnscoredInsufficient · 4
$26,62131,450 mi

Comparison: 4 similar vehicles

Riverdale, UT

2024 Chevrolet Equinox EV RS

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

2024 Chevrolet Equinox EV RS

Tremonton, UT

Fair PriceLimited · 10
$26,74122,792 mi

Market: $26,415 – $30,323

Comparison: 10 similar vehicles

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

Tremonton, UT

2024 Chevrolet Equinox EV LT

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

2024 Chevrolet Equinox EV LT

Tremonton, UT

UnscoredLimited · 8
$26,93811,004 mi

Comparison: 8 similar vehicles

Tremonton, UT

2019 Tesla Model 3 Long Range

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

2019 Tesla Model 3 Long Range

Riverdale, UT

UnscoredInsufficient · 3
$26,93953,607 mi

Comparison: 3 similar vehicles

Riverdale, UT

2024 Chevrolet Equinox EV LT

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

2024 Chevrolet Equinox EV LT

Tremonton, UT

UnscoredLimited · 8
$26,98411,631 mi

Comparison: 8 similar vehicles

Tremonton, UT

2024 Kia EV6 Light L/R

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

2024 Kia EV6 Light L/R

Roy, UT

UnscoredInsufficient · 4
$26,99514,333 mi

Comparison: 4 similar vehicles

Roy, UT

2023 Hyundai IONIQ 6 SEL

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

2023 Hyundai IONIQ 6 SEL

Logan, UT

UnscoredInsufficient · 0
$27,09235,324 mi

Logan, UT

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

Riverdale, UT

UnscoredInsufficient · 3
$27,40031,487 mi

Comparison: 3 similar vehicles

Riverdale, UT

2017 Tesla Model X 75D

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

2017 Tesla Model X 75D

Logan, UT

UnscoredInsufficient · 3
$27,48977,461 mi

Comparison: 3 similar vehicles

Logan, UT

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Roy, UT

UnscoredInsufficient · 3
$27,9959,310 mi

Comparison: 3 similar vehicles

Roy, UT

2024 Hyundai IONIQ 5 SEL

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

2024 Hyundai IONIQ 5 SEL

Preston, ID

UnscoredInsufficient · 3
$27,99930,861 mi

Comparison: 3 similar vehicles

Preston, ID

2024 Chevrolet Blazer EV RS

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

2024 Chevrolet Blazer EV RS

Logan, UT

UnscoredInsufficient · 3
$28,03647,647 mi

Comparison: 3 similar vehicles

Logan, UT

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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