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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 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

47 listings found

2021 Volkswagen ID.4 1st Edition

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

2021 Volkswagen ID.4 1st Edition

Shakopee, MN

UnscoredInsufficient · 0
$14,995105,900 mi

Shakopee, MN

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

Shakopee, MN

UnscoredInsufficient · 4
$15,99565,850 mi

Comparison: 4 similar vehicles

Shakopee, MN

2021 Chevrolet Bolt EV LT

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

2021 Chevrolet Bolt EV LT

Shakopee, MN

UnscoredInsufficient · 0
$17,44955,431 mi

Shakopee, MN

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

Shakopee, MN

Salvage title
$23,99565,847 mi

Shakopee, MN

2024 Subaru Solterra Premium

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

2024 Subaru Solterra Premium

Mankato, MN

UnscoredInsufficient · 0
$24,14036,576 mi

Mankato, MN

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

Waconia, MN

UnscoredLimited · 6
$25,95017,216 mi

Comparison: 6 similar vehicles

Waconia, MN

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

Shakopee, MN

UnscoredLimited · 6
$26,64027,261 mi

Comparison: 6 similar vehicles

Shakopee, MN

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

Redwood Falls, MN

UnscoredInsufficient · 3
$26,84521,421 mi

Comparison: 3 similar vehicles

Redwood Falls, MN

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

New Prague, MN

Fair PriceLimited · 17
$27,630Mileage not verified

Market: $27,080 – $31,533

Comparison: 17 similar vehicles

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

New Prague, MN

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

Shakopee, MN

UnscoredLimited · 7
$28,29329,797 mi

Comparison: 7 similar vehicles

Shakopee, MN

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

Shakopee, MN

UnscoredInsufficient · 0
$29,34954,897 mi

Shakopee, MN

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

Hutchinson, MN

UnscoredLimited · 8
$30,14511,879 mi

Comparison: 8 similar vehicles

Hutchinson, MN

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

Shakopee, MN

Fair PriceLimited · 16
$30,84930,994 mi

Market: $27,305 – $31,449

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Shakopee, MN

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Redwood Falls, MN

Fair PriceRobust · 68
$31,250Mileage not verified

Market: $30,176 – $39,518

Comparison: 68 similar vehicles

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

Redwood Falls, MN

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

Shakopee, MN

UnscoredLimited · 6
$31,99942,567 mi

Comparison: 6 similar vehicles

Shakopee, MN

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

New Prague, MN

Fair PriceModerate · 20
$33,014Mileage not verified

Market: $30,176 – $39,290

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

New Prague, MN

2024 Nissan ARIYA Platinum+

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

2024 Nissan ARIYA Platinum+

Mankato, MN

UnscoredLimited · 7
$33,33916,366 mi

Comparison: 7 similar vehicles

Mankato, MN

2024 Ford Mustang Mach-E Premium AWD

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

2024 Ford Mustang Mach-E Premium AWD

Shakopee, MN

Fair PriceLimited · 10
$33,34934,407 mi

Market: $31,705 – $34,645

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Shakopee, MN

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Shakopee, MN

Fair PriceModerate · 41
$34,585Mileage not verified

Market: $30,176 – $39,290

Comparison: 41 similar vehicles

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

Shakopee, MN

2026 Nissan LEAF SV+

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

2026 Nissan LEAF SV+

Mankato, MN

UnscoredInsufficient · 0
$35,339Mileage not verified

Mankato, MN

2025 Chevrolet Blazer EV RS

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

2025 Chevrolet Blazer EV RS

Shakopee, MN

UnscoredInsufficient · 4
$37,293600 mi

Comparison: 4 similar vehicles

Shakopee, MN

2025 Chevrolet Blazer EV RS

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

2025 Chevrolet Blazer EV RS

Shakopee, MN

UnscoredLimited · 5
$39,2931,193 mi

Comparison: 5 similar vehicles

Shakopee, MN

2025 Volkswagen ID.4 PRO S

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

2025 Volkswagen ID.4 PRO S

Mankato, MN

UnscoredInsufficient · 0
$39,794Mileage not verified

Mankato, MN

2026 Chevrolet Blazer EV LT

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

2026 Chevrolet Blazer EV LT

Glencoe, MN

UnscoredInsufficient · 4
$45,817Mileage not verified

Comparison: 4 similar vehicles

Glencoe, MN

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

New Ulm, MN

UnscoredInsufficient · 4
$47,101Mileage not verified

Comparison: 4 similar vehicles

New Ulm, MN

2027 Toyota bZ Limited

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

2027 Toyota bZ Limited

Mankato, MN

Fair PriceModerate · 26
$49,219Mileage not verified

Market: $47,029 – $49,965

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Mankato, MN

2026 Volkswagen ID.4 PRO S

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

2026 Volkswagen ID.4 PRO S

Mankato, MN

UnscoredInsufficient · 0
$49,452Mileage not verified

Mankato, MN

2026 Ford Mustang Mach-E Select AWD

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

2026 Ford Mustang Mach-E Select AWD

Mankato, MN

OverpricedModerate · 20
$52,615Mileage not verified

Market: $41,224 – $52,299

Comparison: 20 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Mankato, MN

2027 Chevrolet Blazer EV LT

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

2027 Chevrolet Blazer EV LT

Hutchinson, MN

UnscoredLimited · 7
$52,835Mileage not verified

Comparison: 7 similar vehicles

Hutchinson, MN

2026 Ford Mustang Mach-E Premium AWD

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

2026 Ford Mustang Mach-E Premium AWD

Atwater, MN

Fair PriceLimited · 19
$53,615Mileage not verified

Market: $49,638 – $58,595

Comparison: 19 similar vehicles

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

Atwater, MN

2027 Chevrolet Blazer EV LT

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

2027 Chevrolet Blazer EV LT

Mankato, MN

OverpricedLimited · 17
$53,630Mileage not verified

Market: $45,147 – $52,835

Comparison: 17 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Mankato, MN

2026 Ford Mustang Mach-E Premium AWD

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

2026 Ford Mustang Mach-E Premium AWD

Jordan, MN

Fair PriceRobust · 114
$54,905Mileage not verified

Market: $48,906 – $55,794

Comparison: 114 similar vehicles

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

Jordan, MN

2026 Ford Mustang Mach-E Premium AWD

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

2026 Ford Mustang Mach-E Premium AWD

New Prague, MN

Fair PriceModerate · 45
$55,545Mileage not verified

Market: $50,319 – $57,007

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

New Prague, MN

2026 Ford Mustang Mach-E GT AWD

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

2026 Ford Mustang Mach-E GT AWD

Sleepy Eye, MN

Fair PriceModerate · 21
$55,875Mileage not verified

Market: $50,599 – $66,757

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Sleepy Eye, MN

2026 Ford Mustang Mach-E Premium AWD

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

2026 Ford Mustang Mach-E Premium AWD

Mankato, MN

Fair PriceRobust · 190
$57,007Mileage not verified

Market: $45,845 – $57,667

Comparison: 190 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 318 days listed (based on current market benchmarks)

Mankato, MN

2027 Cadillac OPTIQ Luxury

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

2027 Cadillac OPTIQ Luxury

Mankato, MN

Fair PriceLimited · 16
$57,421Mileage not verified

Market: $56,044 – $59,711

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

Mankato, MN

2027 Cadillac OPTIQ Sport

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

2027 Cadillac OPTIQ Sport

Mankato, MN

Fair PriceModerate · 22
$58,0261,531 mi

Market: $56,550 – $62,674

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 89 days listed (based on current market benchmarks)

Mankato, MN

2027 Cadillac OPTIQ Premium Luxury

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

2027 Cadillac OPTIQ Premium Luxury

Mankato, MN

Fair PriceLimited · 16
$62,225Mileage not verified

Market: $58,476 – $63,501

Comparison: 16 similar vehicles

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

Mankato, MN

2024 GMC HUMMER EV 3X

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

2024 GMC HUMMER EV 3X

Mankato, MN

UnscoredInsufficient · 4
$66,04521,805 mi

Comparison: 4 similar vehicles

Mankato, MN

2027 Cadillac LYRIQ Sport

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

2027 Cadillac LYRIQ Sport

Mankato, MN

Fair PriceLimited · 15
$67,263Mileage not verified

Market: $66,342 – $70,608

Comparison: 15 similar vehicles

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

Mankato, MN

2024 Chevrolet Silverado EV RST

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

2024 Chevrolet Silverado EV RST

Shakopee, MN

UnscoredInsufficient · 0
$71,29312,409 mi

Shakopee, MN

2024 GMC HUMMER EV 3X

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

2024 GMC HUMMER EV 3X

Mankato, MN

UnscoredInsufficient · 0
$72,99910,006 mi

Mankato, MN

2026 GMC Sierra EV Elevation

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

2026 GMC Sierra EV Elevation

Mankato, MN

UnscoredLimited · 6
$73,545Mileage not verified

Comparison: 6 similar vehicles

Mankato, MN

2026 GMC Sierra EV Elevation

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

2026 GMC Sierra EV Elevation

Mankato, MN

UnscoredLimited · 6
$73,545Mileage not verified

Comparison: 6 similar vehicles

Mankato, MN

2026 Chevrolet Silverado EV Trail Boss

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

2026 Chevrolet Silverado EV Trail Boss

Shakopee, MN

UnscoredInsufficient · 0
$80,8438,580 mi

Shakopee, MN

2026 Cadillac LYRIQ Signature Luxury

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

2026 Cadillac LYRIQ Signature Luxury

Mankato, MN

UnscoredInsufficient · 0
$81,800Mileage not verified

Mankato, MN

2026 Chevrolet Silverado EV Trail Boss

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

2026 Chevrolet Silverado EV Trail Boss

Shakopee, MN

UnscoredInsufficient · 0
$86,29310,866 mi

Shakopee, MN

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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