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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 12, 2026

6M+

Unique vehicles analyzed

as of October 11, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.8M used·Listings processed daily

Or explore the market

22,175 listings found

2027 Ford Maverick XL

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

2027 Ford Maverick XL

Lynnwood, WA

Great DealLimited · 16
$31,730Mileage not verified

Market: $33,385 – $35,375

Comparison: 16 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 14 days listed (based on current market benchmarks)

Lynnwood, WA

2027 Nissan Frontier S

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

2027 Nissan Frontier S

Edmonds, WA

Fair PriceLimited · 11
$32,470Mileage not verified

Market: $32,470 – $38,520

Comparison: 11 similar vehicles

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

Edmonds, WA

2027 Nissan Frontier S

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

2027 Nissan Frontier S

Edmonds, WA

Fair PriceLimited · 11
$32,470Mileage not verified

Market: $32,470 – $38,520

Comparison: 11 similar vehicles

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

Edmonds, WA

2027 Nissan Frontier S

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

2027 Nissan Frontier S

Edmonds, WA

Fair PriceLimited · 11
$32,470Mileage not verified

Market: $32,470 – $38,520

Comparison: 11 similar vehicles

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

Edmonds, WA

2027 Nissan Frontier S

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

2027 Nissan Frontier S

Bremerton, WA

Fair PriceLimited · 10
$32,569Mileage not verified

Market: $32,470 – $37,819

Comparison: 10 similar vehicles

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

Bremerton, WA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Liberty Lake, WA

Fair PriceLimited · 10
$32,789Mileage not verified

Market: $32,812 – $34,499

Comparison: 10 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 16 days listed (based on current market benchmarks)

Liberty Lake, WA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Renton, WA

Fair PriceModerate · 28
$32,850Mileage not verified

Market: $33,039 – $34,689

Comparison: 28 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 61 days listed (based on current market benchmarks)

Renton, WA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Tacoma, WA

UnscoredInsufficient · 0
$32,950Mileage not verified

Tacoma, WA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Tacoma, WA

UnscoredInsufficient · 0
$32,950Mileage not verified

Tacoma, WA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Liberty Lake, WA

Fair PriceLimited · 10
$32,954Mileage not verified

Market: $32,789 – $34,499

Comparison: 10 similar vehicles

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

Liberty Lake, WA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Tacoma, WA

Fair PriceModerate · 27
$33,039Mileage not verified

Market: $32,850 – $34,689

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Tacoma, WA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Renton, WA

Fair PriceModerate · 28
$33,350Mileage not verified

Market: $32,850 – $34,689

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Renton, WA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Renton, WA

Fair PriceModerate · 28
$33,350Mileage not verified

Market: $32,850 – $34,689

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Renton, WA

2027 Ford Maverick XL

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

2027 Ford Maverick XL

Seattle, WA

Fair PriceLimited · 16
$33,385Mileage not verified

Market: $31,730 – $35,375

Comparison: 16 similar vehicles

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

Seattle, WA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Spokane Valley, WA

Fair PriceLimited · 10
$33,699Mileage not verified

Market: $32,789 – $34,499

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Spokane Valley, WA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Liberty Lake, WA

Fair PriceLimited · 10
$33,822Mileage not verified

Market: $32,789 – $34,499

Comparison: 10 similar vehicles

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

Liberty Lake, WA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Spokane Valley, WA

Fair PriceLimited · 10
$33,886Mileage not verified

Market: $32,789 – $34,499

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Spokane Valley, WA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Prosser, WA

Fair PriceRobust · 55
$33,890Mileage not verified

Market: $32,190 – $34,689

Comparison: 55 similar vehicles

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

Prosser, WA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Bremerton, WA

Fair PriceModerate · 26
$33,890Mileage not verified

Market: $32,850 – $34,689

Comparison: 26 similar vehicles

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

Bremerton, WA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Bremerton, WA

Fair PriceModerate · 26
$33,890Mileage not verified

Market: $32,850 – $34,689

Comparison: 26 similar vehicles

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

Bremerton, WA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Bremerton, WA

Fair PriceModerate · 26
$33,890Mileage not verified

Market: $32,850 – $34,689

Comparison: 26 similar vehicles

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

Bremerton, WA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Bremerton, WA

Fair PriceModerate · 26
$34,189Mileage not verified

Market: $32,850 – $34,689

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Bremerton, WA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Bremerton, WA

Fair PriceModerate · 26
$34,189Mileage not verified

Market: $32,850 – $34,689

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Bremerton, WA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Bremerton, WA

Fair PriceModerate · 26
$34,189Mileage not verified

Market: $32,850 – $34,689

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Bremerton, WA

2027 Ford Maverick XL

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

2027 Ford Maverick XL

Lynnwood, WA

Fair PriceLimited · 16
$34,380Mileage not verified

Market: $31,730 – $35,375

Comparison: 16 similar vehicles

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

Lynnwood, WA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Yakima, WA

Fair PriceRobust · 56
$34,390Mileage not verified

Market: $32,190 – $34,689

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Yakima, WA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Liberty Lake, WA

OverpricedLimited · 10
$34,499Mileage not verified

Market: $32,789 – $33,886

Comparison: 10 similar vehicles

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

Liberty Lake, WA

2027 Nissan Frontier S

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

2027 Nissan Frontier S

Puyallup, WA

Fair PriceLimited · 10
$34,570Mileage not verified

Market: $32,470 – $37,819

Comparison: 10 similar vehicles

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

Puyallup, WA

2027 Hyundai Santa Cruz SEL Activity

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

2027 Hyundai Santa Cruz SEL Activity

Kirkland, WA

Great DealLimited · 17
$34,657Mileage not verified

Market: $38,091 – $39,470

Comparison: 17 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 45 days listed (based on current market benchmarks)

Kirkland, WA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Bremerton, WA

Fair PriceModerate · 26
$34,689Mileage not verified

Market: $32,850 – $34,689

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Bremerton, WA

2027 Hyundai Santa Cruz SE

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

2027 Hyundai Santa Cruz SE

Bremerton, WA

Fair PriceModerate · 26
$34,689Mileage not verified

Market: $32,850 – $34,689

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Bremerton, WA

2027 Ford Maverick Lobo Standard

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

2027 Ford Maverick Lobo Standard

Seattle, WA

UnscoredInsufficient · 0
$34,745Mileage not verified

Seattle, WA

2027 Ford Maverick XL

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

2027 Ford Maverick XL

Seattle, WA

Fair PriceLimited · 16
$35,375Mileage not verified

Market: $31,730 – $35,375

Comparison: 16 similar vehicles

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

Seattle, WA

2027 Ford Maverick XL

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

2027 Ford Maverick XL

Lynnwood, WA

Fair PriceLimited · 16
$35,375Mileage not verified

Market: $31,730 – $35,375

Comparison: 16 similar vehicles

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

Lynnwood, WA

2027 Nissan Frontier S

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

2027 Nissan Frontier S

Spokane, WA

UnscoredInsufficient · 4
$35,440Mileage not verified

Comparison: 4 similar vehicles

Spokane, WA

2027 Nissan Frontier S

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

2027 Nissan Frontier S

Spokane, WA

UnscoredInsufficient · 4
$35,470Mileage not verified

Comparison: 4 similar vehicles

Spokane, WA

2027 Nissan Frontier S

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

2027 Nissan Frontier S

Bremerton, WA

Fair PriceLimited · 10
$36,020Mileage not verified

Market: $32,470 – $37,819

Comparison: 10 similar vehicles

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

Bremerton, WA

2027 Nissan Frontier S

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

2027 Nissan Frontier S

Vancouver, WA

Fair PriceLimited · 11
$36,170Mileage not verified

Market: $35,490 – $36,690

Comparison: 11 similar vehicles

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

Vancouver, WA

2027 Nissan Frontier S

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

2027 Nissan Frontier S

Vancouver, WA

Fair PriceLimited · 11
$36,170Mileage not verified

Market: $35,490 – $36,690

Comparison: 11 similar vehicles

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

Vancouver, WA

2027 Ford Maverick XLT

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

2027 Ford Maverick XLT

Lynnwood, WA

UnscoredLimited · 8
$36,475Mileage not verified

Comparison: 8 similar vehicles

Lynnwood, WA

2027 Nissan Frontier S

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

2027 Nissan Frontier S

Vancouver, WA

Fair PriceLimited · 10
$36,640Mileage not verified

Market: $35,490 – $36,690

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Vancouver, WA

2027 Nissan Frontier S

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

2027 Nissan Frontier S

Vancouver, WA

OverpricedLimited · 11
$36,690Mileage not verified

Market: $35,490 – $36,670

Comparison: 11 similar vehicles

Vancouver, WA

2027 Nissan Frontier PRO-4X

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

2027 Nissan Frontier PRO-4X

Sunnyside, WA

Fair PriceLimited · 12
$36,990Mileage not verified

Market: $36,990 – $51,025

Comparison: 12 similar vehicles

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

Sunnyside, WA

2027 Nissan Frontier PRO-4X

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

2027 Nissan Frontier PRO-4X

Sunnyside, WA

Fair PriceLimited · 12
$36,990Mileage not verified

Market: $36,990 – $51,025

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Sunnyside, WA

2027 Hyundai Santa Cruz SEL Activity

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

2027 Hyundai Santa Cruz SEL Activity

Yakima, WA

Fair PriceModerate · 36
$37,630Mileage not verified

Market: $34,657 – $40,299

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Yakima, WA

2027 Hyundai Santa Cruz SEL Activity

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

2027 Hyundai Santa Cruz SEL Activity

Tacoma, WA

UnscoredInsufficient · 4
$37,685Mileage not verified

Comparison: 4 similar vehicles

Tacoma, WA

2027 Hyundai Santa Cruz SEL Activity

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

2027 Hyundai Santa Cruz SEL Activity

Tacoma, WA

UnscoredInsufficient · 4
$37,685Mileage not verified

Comparison: 4 similar vehicles

Tacoma, WA

2027 Hyundai Santa Cruz SEL Activity

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

2027 Hyundai Santa Cruz SEL Activity

Tacoma, WA

UnscoredInsufficient · 4
$37,735Mileage not verified

Comparison: 4 similar vehicles

Tacoma, WA

2027 Nissan Frontier S

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

2027 Nissan Frontier S

Tacoma, WA

Fair PriceLimited · 10
$37,819Mileage not verified

Market: $32,470 – $37,819

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Tacoma, WA

2027 Nissan Frontier S

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

2027 Nissan Frontier S

Tacoma, WA

UnscoredLimited · 9
$37,819Mileage not verified

Comparison: 9 similar vehicles

Tacoma, WA

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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 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 manage their profile, 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, exports, and enhanced merchandising.
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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