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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

266 listings found

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

Grand Rapids, MI

Fair PriceLimited · 11
$17,99572,300 mi

Market: $17,495 – $88,866

Comparison: 11 similar vehicles

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

Grand Rapids, MI

2019 Tesla Model X Performance

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

2019 Tesla Model X Performance

Cedar Springs, MI

UnscoredInsufficient · 4
$18,10063,000 mi

Comparison: 4 similar vehicles

Cedar Springs, MI

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

Clare, MI

UnscoredInsufficient · 0
$18,99525,518 mi

Clare, MI

2023 Nissan Ariya Engage

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

2023 Nissan Ariya Engage

Grand Rapids, MI

UnscoredLimited · 8
$19,21461,624 mi

Comparison: 8 similar vehicles

Grand Rapids, MI

2019 Audi e-tron Premium Plus

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

2019 Audi e-tron Premium Plus

Grand Rapids, MI

UnscoredInsufficient · 0
$20,47948,405 mi

Grand Rapids, MI

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

Grand Rapids, MI

Fair PriceModerate · 24
$21,06487,640 mi

Market: $15,950 – $27,800

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Grand Rapids, MI

2016 Tesla Model S 60D

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

2016 Tesla Model S 60D

Midland, MI

UnscoredInsufficient · 0
$21,90072,450 mi

Midland, MI

2023 Chevrolet Bolt EV 2LT

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

2023 Chevrolet Bolt EV 2LT

Kentwood, MI

UnscoredLimited · 6
$21,99533,272 mi

Comparison: 6 similar vehicles

Kentwood, MI

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

Kentwood, MI

UnscoredInsufficient · 0
$21,99590,353 mi

Kentwood, MI

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

Lowell, MI

UnscoredInsufficient · 0
$22,99520,663 mi

Lowell, MI

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 Rapids, MI

Fair PriceLimited · 13
$23,50031,220 mi

Market: $20,848 – $25,895

Comparison: 13 similar vehicles

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

Grand Rapids, MI

2023 Volvo C40 Plus

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

2023 Volvo C40 Plus

Lowell, MI

UnscoredLimited · 6
$23,70037,576 mi

Comparison: 6 similar vehicles

Lowell, MI

2025 Chevrolet Equinox EV LT

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

2025 Chevrolet Equinox EV LT

Grand Rapids, MI

UnscoredInsufficient · 0
$23,81148,515 mi

Grand Rapids, MI

2023 BMW iX Base

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

2023 BMW iX Base

Cedar Springs, MI

UnscoredInsufficient · 4
$23,9006,380 mi

Comparison: 4 similar vehicles

Cedar Springs, MI

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

Kentwood, MI

Fair PriceLimited · 11
$23,99825,679 mi

Market: $23,000 – $26,808

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Kentwood, MI

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

Saginaw, MI

Fair PriceLimited · 10
$24,16423,385 mi

Market: $24,064 – $27,314

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Saginaw, MI

2023 Nissan Ariya Evolve+

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

2023 Nissan Ariya Evolve+

Grand Rapids, MI

UnscoredLimited · 5
$24,49031,920 mi

Comparison: 5 similar vehicles

Grand Rapids, MI

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

Grand Rapids, MI

UnscoredInsufficient · 0
$24,6286,053 mi

Grand Rapids, MI

2025 Chevrolet Equinox EV LT

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

2025 Chevrolet Equinox EV LT

DeWitt, MI

UnscoredInsufficient · 3
$24,80020,980 mi

Comparison: 3 similar vehicles

DeWitt, MI

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

Lowell, MI

Fair PriceLimited · 19
$24,90019,910 mi

Market: $23,879 – $28,408

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Lowell, MI

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

Greenville, MI

UnscoredLimited · 6
$24,99518,535 mi

Comparison: 6 similar vehicles

Greenville, MI

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

Kentwood, MI

UnscoredLimited · 7
$24,99819,244 mi

Comparison: 7 similar vehicles

Kentwood, MI

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

Kentwood, MI

UnscoredLimited · 7
$24,99811,507 mi

Comparison: 7 similar vehicles

Kentwood, MI

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

Grand Rapids, MI

UnscoredLimited · 9
$25,00024,053 mi

Comparison: 9 similar vehicles

Grand Rapids, MI

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

Lowell, MI

Fair PriceRobust · 110
$25,18830,036 mi

Market: $22,600 – $26,407

Comparison: 110 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Lowell, MI

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

Greenville, MI

UnscoredInsufficient · 3
$25,27530,241 mi

Comparison: 3 similar vehicles

Greenville, MI

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

Greenville, MI

UnscoredInsufficient · 3
$25,49535,792 mi

Comparison: 3 similar vehicles

Greenville, MI

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

Saginaw, MI

UnscoredLimited · 8
$25,70829,994 mi

Comparison: 8 similar vehicles

Saginaw, MI

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

Saginaw, MI

UnscoredLimited · 7
$25,74932,400 mi

Comparison: 7 similar vehicles

Saginaw, MI

2023 Nissan Ariya Evolve+

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

2023 Nissan Ariya Evolve+

Grand Rapids, MI

UnscoredLimited · 11
$25,80023,516 mi

Comparison: 11 similar vehicles

Grand Rapids, MI

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

Grand Rapids, MI

UnscoredLimited · 9
$25,80828,701 mi

Comparison: 9 similar vehicles

Grand Rapids, MI

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

DeWitt, MI

Fair PriceModerate · 35
$25,93827,141 mi

Market: $24,201 – $26,995

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

DeWitt, MI

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

Grand Rapids, MI

Fair PriceModerate · 44
$25,99116,984 mi

Market: $21,991 – $27,998

Comparison: 44 similar vehicles

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

Grand Rapids, MI

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

Greenville, MI

UnscoredLimited · 6
$25,99514,772 mi

Comparison: 6 similar vehicles

Greenville, MI

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

Greenville, MI

Fair PriceRobust · 93
$25,99532,784 mi

Market: $22,280 – $26,584

Comparison: 93 similar vehicles

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

Greenville, MI

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

Greenville, MI

UnscoredInsufficient · 4
$25,99524,936 mi

Comparison: 4 similar vehicles

Greenville, MI

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

Kentwood, MI

Fair PriceRobust · 331
$25,99819,510 mi

Market: $22,997 – $34,517

Comparison: 331 similar vehicles

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

Kentwood, MI

2025 Chevrolet Equinox EV 1LT

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

2025 Chevrolet Equinox EV 1LT

Lowell, MI

Fair PriceModerate · 22
$26,0007,771 mi

Market: $25,407 – $43,777

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Lowell, MI

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

Fremont, MI

Fair PriceModerate · 27
$26,50014,379 mi

Market: $24,911 – $27,582

Comparison: 27 similar vehicles

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

Fremont, MI

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

Fremont, MI

UnscoredLimited · 7
$26,50023,019 mi

Comparison: 7 similar vehicles

Fremont, MI

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

DeWitt, MI

Fair PriceModerate · 32
$26,91913,850 mi

Market: $25,103 – $29,314

Comparison: 32 similar vehicles

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

DeWitt, MI

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

Greenville, MI

UnscoredInsufficient · 4
$26,99522,423 mi

Comparison: 4 similar vehicles

Greenville, MI

2024 Polestar 2 Base

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

2024 Polestar 2 Base

Lowell, MI

Fair PriceModerate · 32
$26,99512,840 mi

Market: $25,555 – $29,309

Comparison: 32 similar vehicles

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

Lowell, MI

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

Kentwood, MI

UnscoredLimited · 7
$26,99816,549 mi

Comparison: 7 similar vehicles

Kentwood, MI

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

DeWitt, MI

Fair PriceLimited · 14
$26,99832,294 mi

Market: $26,173 – $27,305

Comparison: 14 similar vehicles

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

DeWitt, MI

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

Lowell, MI

Fair PriceModerate · 26
$27,00018,272 mi

Market: $23,388 – $28,590

Comparison: 26 similar vehicles

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

Lowell, MI

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

Saginaw, MI

UnscoredInsufficient · 4
$27,1334,753 mi

Comparison: 4 similar vehicles

Saginaw, MI

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

Mount Pleasant, MI

Fair PriceModerate · 35
$27,19036,825 mi

Market: $27,827 – $33,998

Comparison: 35 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 47 days listed (based on current market benchmarks)

Mount Pleasant, MI

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Saginaw, MI

Fair PriceModerate · 25
$27,283Mileage not verified

Market: $27,485 – $33,554

Comparison: 25 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 25 days listed (based on current market benchmarks)

Saginaw, MI

2025 Chevrolet Equinox EV LT

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

2025 Chevrolet Equinox EV LT

Lowell, MI

OverpricedRobust · 93
$27,42321,204 mi

Market: $23,985 – $27,265

Comparison: 93 similar vehicles

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

Lowell, MI

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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