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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 that ranks live dealer inventory by price-to-market against comparable listings. Days-on-lot and sell-through from similar vehicles are shown separately as Demand-Verified evidence, not inputs to the price ranking.

Market snapshot · September 23, 2026

5.7M+

Unique vehicles analyzed

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

14,960 listings found

No Photo

2027 Nissan Sentra S

Stevens Point, WI

UnscoredLimited · 8
$24,499Mileage not verified

Comparison: 8 similar vehicles

Stevens Point, WI

No Photo

2027 Nissan Sentra S

Stevens Point, WI

UnscoredLimited · 8
$24,499Mileage not verified

Comparison: 8 similar vehicles

Stevens Point, WI

No Photo

2027 Nissan Sentra S

Stevens Point, WI

UnscoredLimited · 8
$24,499Mileage not verified

Comparison: 8 similar vehicles

Stevens Point, WI

No Photo

2027 Nissan Sentra SV

Appleton, WI

Great DealModerate · 35
$24,646Mileage not verified

Market: $24,708$28,104

Comparison: 35 similar vehicles

Appleton, WI

No Photo

2027 Nissan Sentra SR

Neenah, WI

Great DealRobust · 52
$24,856Mileage not verified

Market: $25,413$32,874

Comparison: 52 similar vehicles

Competitively priced ~2% below the typical range compared to similar vehicles · 21 days listed (based on current market benchmarks)

Neenah, WI

No Photo

2027 Nissan Sentra SV

Neenah, WI

Fair PriceModerate · 35
$24,860Mileage not verified

Market: $24,646$28,104

Comparison: 35 similar vehicles

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

Neenah, WI

No Photo

2027 Nissan Sentra SV

Appleton, WI

Fair PriceModerate · 35
$24,949Mileage not verified

Market: $24,646$28,104

Comparison: 35 similar vehicles

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

Appleton, WI

No Photo

2027 Nissan Sentra SV

Neenah, WI

Fair PriceModerate · 35
$25,050Mileage not verified

Market: $24,646$28,104

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Neenah, WI

No Photo

2027 Nissan Sentra SV

Neenah, WI

Fair PriceModerate · 35
$25,107Mileage not verified

Market: $24,646$28,104

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Neenah, WI

No Photo

2027 Volkswagen Jetta S

Neenah, WI

UnscoredLimited · 6
$25,195Mileage not verified

Comparison: 6 similar vehicles

Neenah, WI

No Photo

2027 Volkswagen Jetta S

Neenah, WI

UnscoredLimited · 6
$25,335Mileage not verified

Comparison: 6 similar vehicles

Neenah, WI

No Photo

2027 Volkswagen Jetta S

Neenah, WI

UnscoredLimited · 6
$25,335Mileage not verified

Comparison: 6 similar vehicles

Neenah, WI

No Photo

2027 Nissan Sentra SR

Appleton, WI

Fair PriceRobust · 52
$25,413Mileage not verified

Market: $24,856$32,874

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Appleton, WI

No Photo

2027 Nissan Sentra SR

Neenah, WI

Fair PriceRobust · 52
$25,440Mileage not verified

Market: $24,856$32,874

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Neenah, WI

No Photo

2027 Nissan Sentra SR

Appleton, WI

Fair PriceRobust · 52
$25,553Mileage not verified

Market: $24,856$32,874

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Appleton, WI

No Photo

2027 Nissan Sentra SV

Neenah, WI

Fair PriceModerate · 35
$25,584Mileage not verified

Market: $24,646$28,104

Comparison: 35 similar vehicles

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

Neenah, WI

No Photo

2027 Toyota Corolla LE

Appleton, WI

UnscoredLimited · 6
$25,687Mileage not verified

Comparison: 6 similar vehicles

Appleton, WI

No Photo

2027 Nissan Sentra SR

Appleton, WI

Fair PriceRobust · 52
$25,817Mileage not verified

Market: $24,856$32,874

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Appleton, WI

No Photo

2027 Nissan Sentra SR

Neenah, WI

Fair PriceRobust · 52
$25,940Mileage not verified

Market: $24,856$32,874

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Neenah, WI

No Photo

2027 Toyota Corolla LE

Appleton, WI

UnscoredLimited · 6
$25,944Mileage not verified

Comparison: 6 similar vehicles

Appleton, WI

No Photo

2027 Nissan Sentra SR

Neenah, WI

Fair PriceRobust · 52
$25,960Mileage not verified

Market: $24,856$32,874

Comparison: 52 similar vehicles

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

Neenah, WI

No Photo

2027 Toyota Corolla LE

Neenah, WI

Fair PriceRobust · 1104
$25,963Mileage not verified

Market: $23,002$249,292

Comparison: 1104 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Neenah, WI

No Photo

2027 Nissan Sentra SR

Oshkosh, WI

Fair PriceRobust · 52
$26,113Mileage not verified

Market: $24,856$32,874

Comparison: 52 similar vehicles

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

Oshkosh, WI

No Photo

2027 Nissan Sentra SV

Neenah, WI

Fair PriceModerate · 35
$26,174Mileage not verified

Market: $24,646$28,104

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Neenah, WI

No Photo

2027 Nissan Sentra SR

Appleton, WI

Fair PriceRobust · 52
$26,409Mileage not verified

Market: $24,856$32,874

Comparison: 52 similar vehicles

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

Appleton, WI

No Photo

2027 Nissan Sentra SR

Appleton, WI

Fair PriceRobust · 52
$26,544Mileage not verified

Market: $24,856$32,874

Comparison: 52 similar vehicles

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

Appleton, WI

No Photo

2027 Nissan KICKS SV

Appleton, WI

Great DealModerate · 35
$26,615Mileage not verified

Market: $26,866$29,964

Comparison: 35 similar vehicles

Competitively priced ~1% below the typical range compared to similar vehicles · 14 days listed (based on current market benchmarks)

Appleton, WI

No Photo

2027 Nissan Sentra SR

Appleton, WI

Fair PriceRobust · 52
$26,967Mileage not verified

Market: $24,856$32,874

Comparison: 52 similar vehicles

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

Appleton, WI

No Photo

2027 Volkswagen Jetta Sport

Neenah, WI

Fair PriceRobust · 116
$27,025Mileage not verified

Market: $25,960$28,999

Comparison: 116 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Neenah, WI

No Photo

2027 Kia Seltos LX

Appleton, WI

UnscoredLimited · 6
$27,039Mileage not verified

Comparison: 6 similar vehicles

Appleton, WI

No Photo

2027 Nissan KICKS SV

Appleton, WI

Fair PriceModerate · 35
$27,135Mileage not verified

Market: $26,615$29,964

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Appleton, WI

No Photo

2027 Chevrolet Bolt LT

Beaver Dam, WI

Great DealModerate · 24
$27,204Mileage not verified

Market: $27,963$35,313

Comparison: 24 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 108 days listed (based on current market benchmarks)

Beaver Dam, WI

No Photo

2027 Nissan KICKS SV

Neenah, WI

Fair PriceModerate · 35
$27,315Mileage not verified

Market: $26,615$29,964

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Neenah, WI

No Photo

2027 Nissan KICKS SV

Neenah, WI

Fair PriceModerate · 35
$27,419Mileage not verified

Market: $26,615$29,964

Comparison: 35 similar vehicles

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

Neenah, WI

No Photo

2027 Nissan KICKS SV

Neenah, WI

Fair PriceModerate · 35
$27,419Mileage not verified

Market: $26,615$29,964

Comparison: 35 similar vehicles

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

Neenah, WI

No Photo

2027 Nissan KICKS SV

Oshkosh, WI

Fair PriceModerate · 35
$27,567Mileage not verified

Market: $26,615$29,964

Comparison: 35 similar vehicles

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

Oshkosh, WI

No Photo

2027 Nissan Sentra SV

Stevens Point, WI

UnscoredLimited · 8
$27,605Mileage not verified

Comparison: 8 similar vehicles

Stevens Point, WI

No Photo

2027 Toyota Corolla Hatchback SE

Plover, WI

Fair PriceRobust · 70
$27,639Mileage not verified

Market: $25,794$31,500

Comparison: 70 similar vehicles

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

Plover, WI

No Photo

2027 Kia Seltos S

Appleton, WI

Fair PriceRobust · 106
$27,874Mileage not verified

Market: $27,826$33,334

Comparison: 106 similar vehicles

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

Appleton, WI

No Photo

2027 Nissan KICKS SV

Oshkosh, WI

Fair PriceModerate · 35
$27,897Mileage not verified

Market: $26,615$29,964

Comparison: 35 similar vehicles

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

Oshkosh, WI

No Photo

2027 Nissan KICKS SV

Neenah, WI

Fair PriceModerate · 35
$27,913Mileage not verified

Market: $26,615$29,964

Comparison: 35 similar vehicles

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

Neenah, WI

No Photo

2027 Chevrolet Bolt LT

Beaver Dam, WI

Fair PriceModerate · 24
$27,963Mileage not verified

Market: $27,204$35,313

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 126 days listed (based on current market benchmarks)

Beaver Dam, WI

No Photo

2027 Kia Seltos LX

Neenah, WI

UnscoredLimited · 6
$28,074Mileage not verified

Comparison: 6 similar vehicles

Neenah, WI

No Photo

2027 Toyota Corolla SE

Plover, WI

Fair PriceRobust · 470
$28,152Mileage not verified

Market: $16,827$82,084

Comparison: 470 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Plover, WI

No Photo

2027 Nissan KICKS SV

Oshkosh, WI

Fair PriceModerate · 35
$28,169Mileage not verified

Market: $26,615$29,964

Comparison: 35 similar vehicles

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

Oshkosh, WI

No Photo

2027 Kia Seltos LX

Appleton, WI

UnscoredLimited · 6
$28,294Mileage not verified

Comparison: 6 similar vehicles

Appleton, WI

No Photo

2027 Kia Seltos LX

Appleton, WI

UnscoredLimited · 6
$28,294Mileage not verified

Comparison: 6 similar vehicles

Appleton, WI

No Photo

2027 Toyota Corolla LE

Plover, WI

UnscoredInsufficient · 3
$28,303Mileage not verified

Comparison: 3 similar vehicles

Plover, WI

No Photo

2027 Nissan KICKS SV

Neenah, WI

Fair PriceModerate · 35
$28,318Mileage not verified

Market: $26,615$29,964

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Neenah, WI

No Photo

2027 Nissan Sentra SR

Neenah, WI

Fair PriceRobust · 52
$28,339Mileage not verified

Market: $24,856$32,874

Comparison: 52 similar vehicles

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

Neenah, WI

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?
OAV ranks vehicles by how far below their typical market range they are listed, using comparable listings; days-on-lot is shown as a separate demand signal, not a ranking input. 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. Every market page surfaces these first in its deal sections, with each listing's percentage gap below the comparable-range floor shown beside it.
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 evaluates every eligible listing 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. A listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal and surfaced first; 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 evaluates every eligible listing against similar vehicles currently available, positioning its asking price within the supported comparable range. 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. Every listing shows its current days on lot, and every market page shows the average days on lot for that metro or body type. It is a direct signal of local demand and pricing pressure.
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.

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