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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

7,243 listings found

No Photo

2027 Nissan Sentra S

Lake Charles, LA

UnscoredInsufficient · 4
$24,631Mileage not verified

Comparison: 4 similar vehicles

Lake Charles, LA

No Photo

2027 Nissan Sentra S

Lake Charles, LA

UnscoredInsufficient · 4
$24,631Mileage not verified

Comparison: 4 similar vehicles

Lake Charles, LA

No Photo

2027 Nissan Sentra S

Lake Charles, LA

UnscoredInsufficient · 4
$24,631Mileage not verified

Comparison: 4 similar vehicles

Lake Charles, LA

No Photo

2027 Nissan KICKS S

Lake Charles, LA

Fair PriceRobust · 304
$24,821Mileage not verified

Market: $23,570$26,315

Comparison: 304 similar vehicles

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

Lake Charles, LA

No Photo

2027 Nissan KICKS S

DeRidder, LA

UnscoredInsufficient · 3
$24,885Mileage not verified

Comparison: 3 similar vehicles

DeRidder, LA

No Photo

2027 Nissan KICKS S

DeRidder, LA

UnscoredInsufficient · 3
$24,885Mileage not verified

Comparison: 3 similar vehicles

DeRidder, LA

No Photo

2027 Toyota Corolla LE

Jennings, LA

Fair PriceRobust · 647
$24,994Mileage not verified

Market: $24,304$33,164

Comparison: 647 similar vehicles

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

Jennings, LA

No Photo

2027 Toyota Corolla LE

DeRidder, LA

Fair PriceRobust · 650
$25,716Mileage not verified

Market: $24,304$33,164

Comparison: 650 similar vehicles

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

DeRidder, LA

No Photo

2027 Toyota Corolla LE

DeRidder, LA

Fair PriceRobust · 650
$25,716Mileage not verified

Market: $24,304$33,164

Comparison: 650 similar vehicles

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

DeRidder, LA

No Photo

2027 Toyota Corolla LE

DeRidder, LA

Fair PriceRobust · 650
$25,716Mileage not verified

Market: $24,304$33,164

Comparison: 650 similar vehicles

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

DeRidder, LA

No Photo

2027 Nissan KICKS SV

Lake Charles, LA

Great DealModerate · 24
$25,721Mileage not verified

Market: $26,146$30,276

Comparison: 24 similar vehicles

Competitively priced ~2% below the typical range compared to similar vehicles · 20 days listed (based on current market benchmarks)

Lake Charles, LA

No Photo

2027 Volkswagen Jetta S

Lake Charles, LA

Fair PriceRobust · 50
$25,846Mileage not verified

Market: $25,007$26,545

Comparison: 50 similar vehicles

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

Lake Charles, LA

No Photo

2027 Volkswagen Jetta S

Lake Charles, LA

Fair PriceRobust · 50
$25,846Mileage not verified

Market: $25,007$26,545

Comparison: 50 similar vehicles

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

Lake Charles, LA

No Photo

2027 Volkswagen Jetta S

Lake Charles, LA

Fair PriceRobust · 50
$25,846Mileage not verified

Market: $25,007$26,545

Comparison: 50 similar vehicles

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

Lake Charles, LA

No Photo

2027 Nissan Sentra SV

Lake Charles, LA

UnscoredInsufficient · 4
$25,901Mileage not verified

Comparison: 4 similar vehicles

Lake Charles, LA

No Photo

2027 Nissan KICKS SV

Lake Charles, LA

Fair PriceModerate · 24
$26,146Mileage not verified

Market: $25,721$30,276

Comparison: 24 similar vehicles

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

Lake Charles, LA

No Photo

2027 Nissan KICKS SV

Lake Charles, LA

Fair PriceLimited · 16
$26,146Mileage not verified

Market: $25,721$30,276

Comparison: 16 similar vehicles

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

Lake Charles, LA

No Photo

2027 Nissan Sentra SV

Lake Charles, LA

UnscoredInsufficient · 4
$26,441Mileage not verified

Comparison: 4 similar vehicles

Lake Charles, LA

No Photo

2027 Toyota Corolla LE

Orange, TX

UnscoredLimited · 7
$26,618Mileage not verified

Comparison: 7 similar vehicles

Orange, TX

No Photo

2027 Toyota Corolla LE

Orange, TX

UnscoredLimited · 7
$26,618Mileage not verified

Comparison: 7 similar vehicles

Orange, TX

No Photo

2027 Nissan KICKS SV

Lake Charles, LA

Fair PriceModerate · 24
$26,721Mileage not verified

Market: $25,721$30,276

Comparison: 24 similar vehicles

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

Lake Charles, LA

No Photo

2027 Toyota Corolla LE

Orange, TX

UnscoredLimited · 7
$26,807Mileage not verified

Comparison: 7 similar vehicles

Orange, TX

No Photo

2027 Nissan KICKS SV

DeRidder, LA

Fair PriceLimited · 19
$26,910Mileage not verified

Market: $25,721$30,276

Comparison: 19 similar vehicles

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

DeRidder, LA

No Photo

2027 Nissan KICKS SV

DeRidder, LA

Fair PriceLimited · 19
$26,960Mileage not verified

Market: $25,721$30,276

Comparison: 19 similar vehicles

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

DeRidder, LA

No Photo

2027 Toyota Corolla LE

Orange, TX

UnscoredLimited · 7
$27,148Mileage not verified

Comparison: 7 similar vehicles

Orange, TX

No Photo

2027 Toyota Corolla LE

Orange, TX

UnscoredLimited · 7
$27,148Mileage not verified

Comparison: 7 similar vehicles

Orange, TX

No Photo

2027 Toyota Corolla Hatchback SE

Jennings, LA

Fair PriceRobust · 52
$27,204Mileage not verified

Market: $26,736$32,778

Comparison: 52 similar vehicles

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

Jennings, LA

No Photo

2027 Nissan Sentra SR

Lake Charles, LA

Great DealLimited · 10
$27,226Mileage not verified

Market: $27,551$31,801

Comparison: 10 similar vehicles

Competitively priced ~1% below the typical range compared to similar vehicles · 3 days listed (based on current market benchmarks)

Lake Charles, LA

No Photo

2027 Volkswagen Jetta Sport

Lake Charles, LA

Fair PriceRobust · 90
$27,246Mileage not verified

Market: $25,381$28,371

Comparison: 90 similar vehicles

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

Lake Charles, LA

No Photo

2027 Nissan KICKS SV

Lake Charles, LA

Fair PriceModerate · 24
$27,396Mileage not verified

Market: $25,721$30,276

Comparison: 24 similar vehicles

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

Lake Charles, LA

No Photo

2027 Toyota Corolla LE

Orange, TX

UnscoredLimited · 7
$27,412Mileage not verified

Comparison: 7 similar vehicles

Orange, TX

No Photo

2027 Nissan Sentra SR

Lake Charles, LA

Fair PriceLimited · 12
$27,551Mileage not verified

Market: $27,226$31,801

Comparison: 12 similar vehicles

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

Lake Charles, LA

No Photo

2027 Nissan Sentra SR

Lake Charles, LA

Fair PriceLimited · 12
$27,551Mileage not verified

Market: $27,226$31,801

Comparison: 12 similar vehicles

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

Lake Charles, LA

No Photo

2027 Nissan Sentra SV

Lake Charles, LA

UnscoredInsufficient · 4
$27,586Mileage not verified

Comparison: 4 similar vehicles

Lake Charles, LA

No Photo

2027 Volkswagen Jetta Sport

Lake Charles, LA

Fair PriceRobust · 90
$27,771Mileage not verified

Market: $25,381$28,371

Comparison: 90 similar vehicles

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

Lake Charles, LA

No Photo

2027 Hyundai Kona SE

Lake Charles, LA

Great DealLimited · 16
$27,776Mileage not verified

Market: $27,826$28,561

Comparison: 16 similar vehicles

Lake Charles, LA

No Photo

2027 Hyundai Kona SE

Lake Charles, LA

Fair PriceLimited · 16
$27,826Mileage not verified

Market: $27,776$28,561

Comparison: 16 similar vehicles

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

Lake Charles, LA

No Photo

2027 Nissan KICKS SV

DeRidder, LA

Fair PriceLimited · 19
$27,835Mileage not verified

Market: $25,721$30,276

Comparison: 19 similar vehicles

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

DeRidder, LA

No Photo

2027 Hyundai Kona SE

Lake Charles, LA

Fair PriceLimited · 16
$27,836Mileage not verified

Market: $27,776$28,561

Comparison: 16 similar vehicles

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

Lake Charles, LA

No Photo

2027 Hyundai Kona SE

Lake Charles, LA

Fair PriceLimited · 16
$27,836Mileage not verified

Market: $27,776$28,561

Comparison: 16 similar vehicles

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

Lake Charles, LA

No Photo

2027 Toyota Corolla SE

Jennings, LA

Fair PriceRobust · 233
$27,878Mileage not verified

Market: $27,841$34,469

Comparison: 233 similar vehicles

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

Jennings, LA

No Photo

2027 Hyundai Kona SE

Lake Charles, LA

Fair PriceLimited · 16
$27,886Mileage not verified

Market: $27,776$28,561

Comparison: 16 similar vehicles

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

Lake Charles, LA

No Photo

2027 Hyundai Kona SE

Lake Charles, LA

Fair PriceLimited · 16
$27,886Mileage not verified

Market: $27,776$28,561

Comparison: 16 similar vehicles

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

Lake Charles, LA

No Photo

2027 Nissan KICKS SV

DeRidder, LA

Fair PriceLimited · 19
$27,910Mileage not verified

Market: $25,721$30,276

Comparison: 19 similar vehicles

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

DeRidder, LA

No Photo

2027 Hyundai Kona SE

Lake Charles, LA

Fair PriceLimited · 16
$28,061Mileage not verified

Market: $27,776$28,561

Comparison: 16 similar vehicles

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

Lake Charles, LA

No Photo

2027 Hyundai Kona SE

Lake Charles, LA

Fair PriceLimited · 16
$28,061Mileage not verified

Market: $27,776$28,561

Comparison: 16 similar vehicles

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

Lake Charles, LA

No Photo

2027 Kia Seltos LX

Lake Charles, LA

Fair PriceModerate · 23
$28,100Mileage not verified

Market: $25,995$28,774

Comparison: 23 similar vehicles

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

Lake Charles, LA

No Photo

2027 Nissan KICKS SV

DeRidder, LA

Fair PriceLimited · 19
$28,160Mileage not verified

Market: $25,721$30,276

Comparison: 19 similar vehicles

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

DeRidder, LA

No Photo

2027 Nissan KICKS SV

DeRidder, LA

Fair PriceLimited · 19
$28,160Mileage not verified

Market: $25,721$30,276

Comparison: 19 similar vehicles

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

DeRidder, LA

No Photo

2027 Nissan KICKS SV

DeRidder, LA

Fair PriceLimited · 19
$28,160Mileage not verified

Market: $25,721$30,276

Comparison: 19 similar vehicles

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

DeRidder, LA

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 adds a price below the comparable market range. 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.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Live examples

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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