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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

150 listings found

2016 Mitsubishi i-MiEV ES

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

2016 Mitsubishi i-MiEV ES

Rosenberg, TX

UnscoredInsufficient · 0
$8,20459,140 mi

Rosenberg, TX

2020 Tesla Model Y Long Range

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

2020 Tesla Model Y Long Range

Katy, TX

UnscoredLimited · 9
$16,900196,115 mi

Comparison: 9 similar vehicles

Katy, TX

2017 Tesla Model S 100D

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

2017 Tesla Model S 100D

Katy, TX

UnscoredInsufficient · 3
$19,000138,178 mi

Comparison: 3 similar vehicles

Katy, TX

2024 Hyundai IONIQ 5 SE

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

2024 Hyundai IONIQ 5 SE

Katy, TX

UnscoredInsufficient · 0
$19,99748,768 mi

Katy, 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

Brookshire, TX

UnscoredLimited · 6
$21,620107,793 mi

Comparison: 6 similar vehicles

Brookshire, TX

2024 Kia EV6 Light

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

2024 Kia EV6 Light

Katy, TX

UnscoredInsufficient · 0
$21,69732,170 mi

Katy, TX

2023 Kia EV6 Wind

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

2023 Kia EV6 Wind

Katy, TX

UnscoredInsufficient · 0
$21,99730,715 mi

Katy, TX

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

Katy, TX

UnscoredInsufficient · 0
$21,99921,655 mi

Katy, TX

2023 Hyundai IONIQ 6 SE

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

2023 Hyundai IONIQ 6 SE

Rosenberg, TX

UnscoredInsufficient · 3
$22,22330,153 mi

Comparison: 3 similar vehicles

Rosenberg, TX

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

Brookshire, TX

UnscoredInsufficient · 0
$22,53062,126 mi

Brookshire, TX

2017 Tesla Model X P100D

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

2017 Tesla Model X P100D

Katy, TX

UnscoredInsufficient · 0
$23,000119,001 mi

Katy, TX

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

Katy, TX

Fair PriceLimited · 17
$23,22224,765 mi

Market: $22,497 – $25,167

Comparison: 17 similar vehicles

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

Katy, TX

2024 Kia EV6 Wind

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

2024 Kia EV6 Wind

Katy, TX

UnscoredInsufficient · 4
$23,22234,088 mi

Comparison: 4 similar vehicles

Katy, TX

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

Katy, TX

Fair PriceLimited · 17
$23,71222,548 mi

Market: $22,497 – $25,167

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Katy, TX

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

East Bernard, TX

Fair PriceModerate · 29
$24,22521,676 mi

Market: $24,126 – $25,998

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 102 days listed (based on current market benchmarks)

East Bernard, TX

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

Katy, TX

UnscoredLimited · 5
$24,59920,016 mi

Comparison: 5 similar vehicles

Katy, TX

2020 Tesla Model Y Long Range

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

2020 Tesla Model Y Long Range

Rosenberg, TX

UnscoredLimited · 9
$24,72289,360 mi

Comparison: 9 similar vehicles

Rosenberg, TX

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

Katy, TX

UnscoredLimited · 6
$24,79923,913 mi

Comparison: 6 similar vehicles

Katy, TX

2022 Audi Q4 e-tron Premium Plus

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

2022 Audi Q4 e-tron Premium Plus

Rosenberg, TX

UnscoredInsufficient · 0
$24,99931,249 mi

Rosenberg, TX

2020 Tesla Model Y Long Range

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

2020 Tesla Model Y Long Range

Rosenberg, TX

UnscoredLimited · 9
$24,99992,944 mi

Comparison: 9 similar vehicles

Rosenberg, 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

Rosenberg, TX

UnscoredInsufficient · 0
$24,99947,151 mi

Rosenberg, TX

2024 Chevrolet Equinox EV Launch Edition

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

2024 Chevrolet Equinox EV Launch Edition

Katy, TX

UnscoredLimited · 5
$25,10526,144 mi

Comparison: 5 similar vehicles

Katy, TX

2025 Chevrolet Blazer EV LT

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

2025 Chevrolet Blazer EV LT

Katy, TX

UnscoredInsufficient · 0
$25,90527,121 mi

Katy, TX

2025 Honda Prologue Touring

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

2025 Honda Prologue Touring

Katy, TX

UnscoredInsufficient · 0
$26,22227,178 mi

Katy, TX

2024 Hyundai IONIQ 5 SE

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

2024 Hyundai IONIQ 5 SE

Rosenberg, TX

UnscoredLimited · 6
$26,22419,404 mi

Comparison: 6 similar vehicles

Rosenberg, TX

2024 Honda Prologue Touring

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

2024 Honda Prologue Touring

Katy, TX

UnscoredLimited · 7
$26,90513,067 mi

Comparison: 7 similar vehicles

Katy, TX

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

Brookshire, TX

UnscoredInsufficient · 3
$27,21064,752 mi

Comparison: 3 similar vehicles

Brookshire, TX

2025 Honda Prologue Touring

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

2025 Honda Prologue Touring

Katy, TX

UnscoredInsufficient · 0
$27,21212,889 mi

Katy, TX

2022 Tesla Model 3 Performance

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

2022 Tesla Model 3 Performance

Rosenberg, TX

Fair PriceLimited · 11
$27,31571,272 mi

Market: $25,107 – $29,500

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Rosenberg, TX

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

East Bernard, TX

Fair PriceRobust · 84
$27,476Mileage not verified

Market: $26,316 – $36,354

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

East Bernard, TX

2023 Ford Mustang Mach-E Premium RWD

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

2023 Ford Mustang Mach-E Premium RWD

Katy, TX

UnscoredInsufficient · 4
$27,49529,777 mi

Comparison: 4 similar vehicles

Katy, TX

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

Katy, TX

UnscoredLimited · 6
$27,49924,814 mi

Comparison: 6 similar vehicles

Katy, TX

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

Katy, TX

UnscoredLimited · 6
$27,49924,304 mi

Comparison: 6 similar vehicles

Katy, TX

2025 Honda Prologue EX

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

2025 Honda Prologue EX

Katy, TX

UnscoredInsufficient · 0
$27,6059,130 mi

Katy, TX

2022 Tesla Model Y Long Range

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

2022 Tesla Model Y Long Range

Katy, TX

UnscoredInsufficient · 3
$27,89571,551 mi

Comparison: 3 similar vehicles

Katy, TX

2021 Tesla Model Y Long Range

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

2021 Tesla Model Y Long Range

Brookshire, TX

Fair PriceLimited · 10
$27,92477,633 mi

Market: $21,950 – $28,671

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Brookshire, TX

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

Katy, TX

UnscoredInsufficient · 4
$27,99114,310 mi

Comparison: 4 similar vehicles

Katy, TX

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

Katy, TX

UnscoredLimited · 7
$27,99118,949 mi

Comparison: 7 similar vehicles

Katy, TX

2023 Ford Mustang Mach-E Select AWD

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

2023 Ford Mustang Mach-E Select AWD

Katy, TX

UnscoredInsufficient · 0
$27,99917,699 mi

Katy, TX

2023 Kia EV6 GT-Line

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

2023 Kia EV6 GT-Line

Rosenberg, TX

Fair PriceLimited · 14
$28,20442,055 mi

Market: $25,938 – $30,112

Comparison: 14 similar vehicles

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

Rosenberg, TX

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Katy, TX

Fair PriceRobust · 137
$28,255Mileage not verified

Market: $25,915 – $36,354

Comparison: 137 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 250 days listed (based on current market benchmarks)

Katy, TX

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Katy, TX

Fair PriceRobust · 137
$28,444Mileage not verified

Market: $25,915 – $36,354

Comparison: 137 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 236 days listed (based on current market benchmarks)

Katy, TX

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

East Bernard, TX

Fair PriceRobust · 84
$28,471Mileage not verified

Market: $26,316 – $36,354

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

East Bernard, TX

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

Katy, TX

UnscoredLimited · 7
$28,99829,460 mi

Comparison: 7 similar vehicles

Katy, TX

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Katy, TX

Fair PriceRobust · 137
$29,476Mileage not verified

Market: $25,915 – $36,354

Comparison: 137 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Katy, TX

2024 Honda Prologue Elite

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

2024 Honda Prologue Elite

Katy, TX

UnscoredInsufficient · 0
$29,90514,418 mi

Katy, TX

2023 Tesla Model 3 Performance

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

2023 Tesla Model 3 Performance

Rosenberg, TX

UnscoredInsufficient · 0
$29,99956,440 mi

Rosenberg, TX

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Katy, TX

Fair PriceRobust · 137
$31,183Mileage not verified

Market: $25,915 – $36,354

Comparison: 137 similar vehicles

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

Katy, TX

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Katy, TX

Fair PriceRobust · 67
$31,220Mileage not verified

Market: $28,900 – $36,171

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 179 days listed (based on current market benchmarks)

Katy, TX

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

East Bernard, TX

Fair PriceModerate · 42
$31,380Mileage not verified

Market: $28,900 – $36,171

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

East Bernard, 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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