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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 20, 2026

6M+

Unique vehicles analyzed

as of October 19, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

83 listings found

2023 Toyota bZ4X XLE

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

2023 Toyota bZ4X XLE

Bend, OR

UnscoredInsufficient · 3
$15,496111,471 mi

Comparison: 3 similar vehicles

Bend, OR

2023 Hyundai Kona EV Limited

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

2023 Hyundai Kona EV Limited

Bend, OR

UnscoredInsufficient · 0
$18,405106,036 mi

Bend, OR

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

Bend, OR

Fair PriceLimited · 17
$19,956114,058 mi

Market: $17,195 – $24,675

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 94 days listed (based on current market benchmarks)

Bend, OR

2023 Toyota bZ4X Limited

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

2023 Toyota bZ4X Limited

Bend, OR

UnscoredInsufficient · 0
$22,20856,833 mi

Bend, OR

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

Bend, OR

UnscoredLimited · 6
$22,56374,298 mi

Comparison: 6 similar vehicles

Bend, OR

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

Bend, OR

UnscoredInsufficient · 0
$23,15156,268 mi

Bend, OR

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

Bend, OR

Fair PriceModerate · 31
$23,71568,574 mi

Market: $13,198 – $24,999

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Bend, OR

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

Bend, OR

UnscoredInsufficient · 0
$24,21252,907 mi

Bend, OR

2023 Polestar 2 Base

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

2023 Polestar 2 Base

Bend, OR

UnscoredInsufficient · 0
$24,21443,140 mi

Bend, OR

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

Redmond, OR

Fair PriceModerate · 40
$24,90823,952 mi

Market: $23,605 – $31,999

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Redmond, OR

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

Bend, OR

Fair PriceModerate · 32
$26,41018,789 mi

Market: $24,949 – $33,995

Comparison: 32 similar vehicles

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

Bend, OR

2022 Ford E-Transit Cargo Van Base

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

2022 Ford E-Transit Cargo Van Base

Bend, OR

UnscoredInsufficient · 0
$26,70847,102 mi

Bend, OR

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

Bend, OR

Fair PriceModerate · 28
$26,99527,754 mi

Market: $23,199 – $29,128

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Bend, OR

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

Bend, OR

Fair PriceLimited · 16
$26,99595,715 mi

Market: $20,995 – $30,590

Comparison: 16 similar vehicles

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

Bend, OR

2023 Ford E-Transit Cargo Van Base

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

2023 Ford E-Transit Cargo Van Base

Bend, OR

UnscoredInsufficient · 0
$27,20847,411 mi

Bend, OR

2024 Honda Prologue Touring

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

2024 Honda Prologue Touring

Bend, OR

Fair PriceLimited · 16
$27,24018,115 mi

Market: $23,707 – $28,432

Comparison: 16 similar vehicles

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

Bend, OR

2023 Lexus RZ Premium

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

2023 Lexus RZ Premium

Bend, OR

UnscoredInsufficient · 0
$28,54860,749 mi

Bend, OR

2025 Toyota bZ4X XLE

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

2025 Toyota bZ4X XLE

Bend, OR

UnscoredInsufficient · 0
$30,15110,002 mi

Bend, OR

2024 Toyota bZ4X Limited

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

2024 Toyota bZ4X Limited

Bend, OR

UnscoredInsufficient · 0
$30,1516,624 mi

Bend, OR

2024 Honda Prologue Elite

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

2024 Honda Prologue Elite

Bend, OR

UnscoredInsufficient · 0
$30,24031,338 mi

Bend, OR

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Madras, OR

UnscoredLimited · 5
$30,246Mileage not verified

Comparison: 5 similar vehicles

Madras, OR

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Madras, OR

UnscoredLimited · 5
$30,246Mileage not verified

Comparison: 5 similar vehicles

Madras, OR

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Madras, OR

UnscoredLimited · 5
$30,388Mileage not verified

Comparison: 5 similar vehicles

Madras, OR

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Madras, OR

UnscoredLimited · 5
$31,041Mileage not verified

Comparison: 5 similar vehicles

Madras, OR

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Madras, OR

UnscoredLimited · 5
$31,041Mileage not verified

Comparison: 5 similar vehicles

Madras, OR

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Madras, OR

UnscoredLimited · 5
$31,183Mileage not verified

Comparison: 5 similar vehicles

Madras, OR

2024 Honda Prologue Elite

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

2024 Honda Prologue Elite

Bend, OR

Fair PriceModerate · 25
$32,24016,278 mi

Market: $29,905 – $34,358

Comparison: 25 similar vehicles

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

Bend, OR

2023 Ford Mustang Mach-E Premium AWD

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

2023 Ford Mustang Mach-E Premium AWD

Madras, OR

Fair PriceModerate · 28
$32,70029,833 mi

Market: $28,995 – $36,785

Comparison: 28 similar vehicles

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

Madras, OR

2023 Ford Mustang Mach-E GT AWD

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

2023 Ford Mustang Mach-E GT AWD

Redmond, OR

UnscoredLimited · 9
$32,71529,488 mi

Comparison: 9 similar vehicles

Redmond, OR

2022 Audi e-tron GT Prestige

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

2022 Audi e-tron GT Prestige

Bend, OR

UnscoredInsufficient · 0
$34,214100,682 mi

Bend, OR

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Madras, OR

UnscoredLimited · 9
$34,446Mileage not verified

Comparison: 9 similar vehicles

Madras, OR

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Madras, OR

UnscoredLimited · 9
$34,446Mileage not verified

Comparison: 9 similar vehicles

Madras, OR

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Madras, OR

UnscoredLimited · 9
$34,588Mileage not verified

Comparison: 9 similar vehicles

Madras, OR

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Madras, OR

UnscoredLimited · 9
$34,588Mileage not verified

Comparison: 9 similar vehicles

Madras, OR

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Bend, OR

UnscoredLimited · 9
$35,124Mileage not verified

Comparison: 9 similar vehicles

Bend, OR

2026 Volvo EX30 Plus

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

2026 Volvo EX30 Plus

Bend, OR

UnscoredInsufficient · 0
$35,535Mileage not verified

Bend, OR

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Madras, OR

UnscoredLimited · 9
$35,941Mileage not verified

Comparison: 9 similar vehicles

Madras, OR

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Madras, OR

UnscoredLimited · 9
$36,083Mileage not verified

Comparison: 9 similar vehicles

Madras, OR

2024 Kia EV9 GT-Line

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

2024 Kia EV9 GT-Line

Bend, OR

UnscoredInsufficient · 0
$39,96359,551 mi

Bend, OR

2026 Volvo EX30 Plus

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

2026 Volvo EX30 Plus

Bend, OR

UnscoredInsufficient · 0
$40,270Mileage not verified

Bend, OR

2026 Volkswagen ID.4 PRO

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

2026 Volkswagen ID.4 PRO

Bend, OR

UnscoredInsufficient · 4
$41,904Mileage not verified

Comparison: 4 similar vehicles

Bend, OR

2024 BMW iX Base

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

2024 BMW iX Base

Bend, OR

UnscoredLimited · 8
$42,20641,718 mi

Comparison: 8 similar vehicles

Bend, OR

2026 Volkswagen ID.4 PRO

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

2026 Volkswagen ID.4 PRO

Bend, OR

UnscoredInsufficient · 4
$42,332Mileage not verified

Comparison: 4 similar vehicles

Bend, OR

2026 Honda Prologue EX

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

2026 Honda Prologue EX

Bend, OR

Fair PriceRobust · 65
$43,248Mileage not verified

Market: $38,613 – $45,588

Comparison: 65 similar vehicles

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

Bend, OR

2027 Hyundai IONIQ 5 SEL

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

2027 Hyundai IONIQ 5 SEL

Bend, OR

UnscoredInsufficient · 4
$45,400Mileage not verified

Comparison: 4 similar vehicles

Bend, OR

2026 Volvo EX30 Ultra

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

2026 Volvo EX30 Ultra

Bend, OR

UnscoredLimited · 6
$45,595Mileage not verified

Comparison: 6 similar vehicles

Bend, OR

2027 Subaru Solterra Limited XT

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

2027 Subaru Solterra Limited XT

Bend, OR

UnscoredInsufficient · 4
$45,701Mileage not verified

Comparison: 4 similar vehicles

Bend, OR

2027 Hyundai IONIQ 5 SEL

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

2027 Hyundai IONIQ 5 SEL

Bend, OR

UnscoredInsufficient · 4
$46,310Mileage not verified

Comparison: 4 similar vehicles

Bend, OR

2027 Hyundai IONIQ 5 SEL

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

2027 Hyundai IONIQ 5 SEL

Bend, OR

UnscoredInsufficient · 4
$46,315Mileage not verified

Comparison: 4 similar vehicles

Bend, OR

2027 Hyundai IONIQ 5 SEL

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

2027 Hyundai IONIQ 5 SEL

Bend, OR

UnscoredInsufficient · 4
$46,810Mileage not verified

Comparison: 4 similar vehicles

Bend, OR

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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