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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

71 listings found

2012 Nissan LEAF SV

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

2012 Nissan LEAF SV

Hiawatha, IA

UnscoredInsufficient · 0
$6,05530,935 mi

Hiawatha, IA

2023 Tesla Model 3 Base

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

2023 Tesla Model 3 Base

Manchester, IA

Fair PriceLimited · 19
$18,85087,796 mi

Market: $15,495 – $26,794

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 237 days listed (based on current market benchmarks)

Manchester, IA

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

Cedar Rapids, IA

UnscoredInsufficient · 0
$19,93758,552 mi

Cedar Rapids, IA

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

Vinton, IA

UnscoredModerate · 22
$19,990179,323 mi

Comparison: 22 similar vehicles

Vinton, IA

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

Waterloo, IA

UnscoredInsufficient · 3
$20,500102,983 mi

Comparison: 3 similar vehicles

Waterloo, IA

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

Cedar Falls, IA

UnscoredInsufficient · 0
$20,8178,368 mi

Cedar Falls, IA

2024 Volkswagen ID.4 STANDARD

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

2024 Volkswagen ID.4 STANDARD

Cedar Rapids, IA

UnscoredInsufficient · 3
$20,99031,288 mi

Comparison: 3 similar vehicles

Cedar Rapids, IA

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

Vinton, IA

UnscoredModerate · 30
$20,990134,872 mi

Comparison: 30 similar vehicles

Vinton, IA

2025 Nissan Leaf SV PLUS

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

2025 Nissan Leaf SV PLUS

Manchester, IA

UnscoredLimited · 6
$21,50016,596 mi

Comparison: 6 similar vehicles

Manchester, IA

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

Vinton, IA

UnscoredModerate · 22
$21,990123,037 mi

Comparison: 22 similar vehicles

Vinton, IA

2021 Tesla Model Y Performance

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

2021 Tesla Model Y Performance

Vinton, IA

UnscoredLimited · 7
$21,990130,989 mi

Comparison: 7 similar vehicles

Vinton, IA

2024 Subaru Solterra Limited

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

2024 Subaru Solterra Limited

Cedar Falls, IA

UnscoredInsufficient · 0
$23,61142,675 mi

Cedar Falls, IA

2023 Toyota bZ4X XLE

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

2023 Toyota bZ4X XLE

Cedar Falls, IA

UnscoredInsufficient · 0
$23,8829,125 mi

Cedar Falls, IA

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

Manchester, IA

UnscoredInsufficient · 0
$24,69220,529 mi

Manchester, IA

2021 Tesla Model Y Performance

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

2021 Tesla Model Y Performance

Vinton, IA

UnscoredLimited · 7
$24,990106,695 mi

Comparison: 7 similar vehicles

Vinton, IA

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

Waterloo, IA

UnscoredInsufficient · 4
$24,99134,329 mi

Comparison: 4 similar vehicles

Waterloo, IA

2020 Tesla Model Y Performance

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

2020 Tesla Model Y Performance

Waterloo, IA

UnscoredInsufficient · 0
$25,50097,088 mi

Waterloo, IA

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

Waterloo, IA

Fair PriceModerate · 36
$26,49417,906 mi

Market: $25,249 – $28,372

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Waterloo, IA

2022 Ford Mustang Mach-E Premium AWD

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

2022 Ford Mustang Mach-E Premium AWD

Cedar Falls, IA

UnscoredInsufficient · 0
$26,78746,836 mi

Cedar Falls, IA

2025 Subaru Solterra Premium

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

2025 Subaru Solterra Premium

Hiawatha, IA

UnscoredInsufficient · 0
$28,08211,570 mi

Hiawatha, IA

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

Marshalltown, IA

Fair PriceModerate · 23
$28,16714,453 mi

Market: $23,899 – $28,372

Comparison: 23 similar vehicles

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

Marshalltown, IA

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

Waterloo, IA

Fair PriceModerate · 29
$29,00023,043 mi

Market: $24,997 – $30,465

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Waterloo, IA

2024 Tesla Model 3 Long Range

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

2024 Tesla Model 3 Long Range

Waterloo, IA

UnscoredInsufficient · 0
$29,300117,234 mi

Waterloo, IA

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

Waterloo, IA

Fair PriceRobust · 59
$29,99120,009 mi

Market: $22,555 – $32,000

Comparison: 59 similar vehicles

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

Waterloo, IA

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

Waterloo, IA

UnscoredInsufficient · 0
$30,23039,405 mi

Waterloo, IA

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Waterloo, IA

Fair PriceRobust · 191
$30,599Mileage not verified

Market: $26,727 – $35,220

Comparison: 191 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Waterloo, IA

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

Cedar Rapids, IA

UnscoredInsufficient · 4
$30,99716,630 mi

Comparison: 4 similar vehicles

Cedar Rapids, IA

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Waterloo, IA

Fair PriceRobust · 137
$36,496Mileage not verified

Market: $30,176 – $42,613

Comparison: 137 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Waterloo, IA

2027 Chevrolet Bolt RS

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

2027 Chevrolet Bolt RS

Waterloo, IA

Fair PriceRobust · 137
$39,518Mileage not verified

Market: $30,176 – $42,613

Comparison: 137 similar vehicles

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

Waterloo, IA

2026 Kia EV6 Light L/R

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

2026 Kia EV6 Light L/R

Cedar Rapids, IA

Fair PriceModerate · 40
$41,178Mileage not verified

Market: $36,862 – $47,892

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 156 days listed (based on current market benchmarks)

Cedar Rapids, IA

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Hiawatha, IA

UnscoredInsufficient · 4
$42,259Mileage not verified

Comparison: 4 similar vehicles

Hiawatha, IA

2027 Toyota bZ XLE

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

2027 Toyota bZ XLE

Cedar Falls, IA

Fair PriceLimited · 12
$42,298Mileage not verified

Market: $42,199 – $43,684

Comparison: 12 similar vehicles

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

Cedar Falls, IA

2026 Kia EV6 Wind

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

2026 Kia EV6 Wind

Cedar Rapids, IA

Fair PriceLimited · 12
$42,385Mileage not verified

Market: $40,376 – $50,997

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Cedar Rapids, IA

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

Cedar Rapids, IA

Fair PriceModerate · 33
$42,635Mileage not verified

Market: $38,026 – $52,615

Comparison: 33 similar vehicles

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

Cedar Rapids, IA

2022 Tesla Model S Base

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

2022 Tesla Model S Base

Cedar Rapids, IA

UnscoredInsufficient · 0
$42,95473,385 mi

Cedar Rapids, IA

2025 Ford Mustang Mach-E GT AWD

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

2025 Ford Mustang Mach-E GT AWD

Shell Rock, IA

Fair PriceLimited · 10
$44,918Mileage not verified

Market: $46,080 – $57,695

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 482 days listed (based on current market benchmarks)

Shell Rock, IA

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

Cedar Falls, IA

Fair PriceModerate · 25
$47,442Mileage not verified

Market: $46,086 – $55,014

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 317 days listed (based on current market benchmarks)

Cedar Falls, IA

2026 Toyota bZ Woodland Premium

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

2026 Toyota bZ Woodland Premium

Cedar Falls, IA

Fair PriceModerate · 22
$48,024Mileage not verified

Market: $47,619 – $51,319

Comparison: 22 similar vehicles

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

Cedar Falls, IA

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

Cedar Rapids, IA

Fair PriceModerate · 23
$48,893Mileage not verified

Market: $45,106 – $56,586

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 368 days listed (based on current market benchmarks)

Cedar Rapids, IA

2026 Cadillac OPTIQ Luxury

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

2026 Cadillac OPTIQ Luxury

Cedar Falls, IA

UnscoredLimited · 5
$49,603Mileage not verified

Comparison: 5 similar vehicles

Cedar Falls, IA

2026 Toyota bZ Woodland Premium

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

2026 Toyota bZ Woodland Premium

Cedar Falls, IA

Fair PriceModerate · 22
$49,924785 mi

Market: $47,619 – $51,319

Comparison: 22 similar vehicles

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

Cedar Falls, IA

2027 Toyota bZ Woodland Premium

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

2027 Toyota bZ Woodland Premium

Cedar Falls, IA

Fair PriceLimited · 14
$49,925Mileage not verified

Market: $46,280 – $51,589

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Cedar Falls, IA

2027 Toyota bZ Woodland Premium

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

2027 Toyota bZ Woodland Premium

Cedar Falls, IA

UnscoredInsufficient · 3
$50,530Mileage not verified

Comparison: 3 similar vehicles

Cedar Falls, IA

2027 Toyota bZ Woodland Premium

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

2027 Toyota bZ Woodland Premium

Hiawatha, IA

Fair PriceLimited · 16
$50,683Mileage not verified

Market: $48,259 – $51,749

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Hiawatha, IA

2026 Toyota bZ Woodland Premium

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

2026 Toyota bZ Woodland Premium

Hiawatha, IA

OverpricedLimited · 18
$50,983Mileage not verified

Market: $48,037 – $50,333

Comparison: 18 similar vehicles

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

Hiawatha, IA

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

Hudson, IA

Fair PriceLimited · 19
$51,081Mileage not verified

Market: $49,083 – $61,365

Comparison: 19 similar vehicles

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

Hudson, IA

2027 Cadillac OPTIQ Sport

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

2027 Cadillac OPTIQ Sport

Cedar Falls, IA

UnscoredInsufficient · 0
$51,290Mileage not verified

Cedar Falls, IA

2026 Volkswagen ID.4 PRO S PLUS

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

2026 Volkswagen ID.4 PRO S PLUS

Marion, IA

UnscoredLimited · 5
$53,701Mileage not verified

Comparison: 5 similar vehicles

Marion, IA

2026 Cadillac OPTIQ Sport

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

2026 Cadillac OPTIQ Sport

Cedar Falls, IA

UnscoredLimited · 9
$53,793Mileage not verified

Comparison: 9 similar vehicles

Cedar Falls, IA

2026 Kia EV9 Wind

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

2026 Kia EV9 Wind

Cedar Rapids, IA

Fair PriceLimited · 12
$54,178102 mi

Market: $49,619 – $66,892

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 193 days listed (based on current market benchmarks)

Cedar Rapids, IA

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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