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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

18,585 listings found

No Photo

2027 Nissan Sentra SV

Brainerd, MN

Great DealLimited · 10
$24,646Mileage not verified

Market: $26,017$26,959

Comparison: 10 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 76 days listed (based on current market benchmarks)

Brainerd, MN

No Photo

2027 Nissan Sentra S

Minneapolis, MN

Fair PriceLimited · 14
$25,045Mileage not verified

Market: $24,499$25,145

Comparison: 14 similar vehicles

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

Minneapolis, MN

No Photo

2027 Toyota Corolla LE

Minneapolis, MN

Fair PriceRobust · 51
$25,279Mileage not verified

Market: $25,178$29,298

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Minneapolis, MN

No Photo

2027 Toyota Corolla LE

Waite Park, MN

Fair PriceRobust · 150
$25,279Mileage not verified

Market: $24,954$30,492

Comparison: 150 similar vehicles

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

Waite Park, MN

No Photo

2027 Toyota Corolla LE

Minneapolis, MN

Fair PriceRobust · 51
$25,528Mileage not verified

Market: $25,178$29,298

Comparison: 51 similar vehicles

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

Minneapolis, MN

No Photo

2027 Toyota Corolla LE

Minneapolis, MN

Fair PriceRobust · 51
$25,528Mileage not verified

Market: $25,178$29,298

Comparison: 51 similar vehicles

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

Minneapolis, MN

No Photo

2027 Toyota Corolla LE

Minneapolis, MN

Fair PriceRobust · 51
$25,696Mileage not verified

Market: $25,178$29,298

Comparison: 51 similar vehicles

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

Minneapolis, MN

No Photo

2027 Toyota Corolla LE

Waite Park, MN

Fair PriceRobust · 150
$25,696Mileage not verified

Market: $24,954$30,492

Comparison: 150 similar vehicles

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

Waite Park, MN

No Photo

2027 Nissan Sentra SV

Minneapolis, MN

Fair PriceRobust · 68
$25,865Mileage not verified

Market: $25,023$27,995

Comparison: 68 similar vehicles

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

Minneapolis, MN

No Photo

2027 Nissan Sentra SV

Minneapolis, MN

Fair PriceRobust · 68
$25,865Mileage not verified

Market: $25,023$27,995

Comparison: 68 similar vehicles

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

Minneapolis, MN

No Photo

2027 Nissan Sentra SV

Brainerd, MN

Fair PriceLimited · 10
$26,017Mileage not verified

Market: $24,646$26,959

Comparison: 10 similar vehicles

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

Brainerd, MN

No Photo

2027 Nissan Sentra SV

Brainerd, MN

Fair PriceLimited · 10
$26,017Mileage not verified

Market: $24,646$26,959

Comparison: 10 similar vehicles

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

Brainerd, MN

No Photo

2027 Nissan Sentra SV

Brainerd, MN

Fair PriceLimited · 10
$26,017Mileage not verified

Market: $24,646$26,959

Comparison: 10 similar vehicles

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

Brainerd, MN

No Photo

2027 Nissan Sentra SV

Brainerd, MN

Fair PriceLimited · 10
$26,017Mileage not verified

Market: $24,646$26,959

Comparison: 10 similar vehicles

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

Brainerd, MN

No Photo

2027 Nissan Sentra SV

Brainerd, MN

Fair PriceLimited · 10
$26,106Mileage not verified

Market: $24,646$26,959

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Brainerd, MN

No Photo

2027 Nissan Sentra SV

Brainerd, MN

Fair PriceLimited · 10
$26,423Mileage not verified

Market: $24,646$26,959

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Brainerd, MN

No Photo

2027 Mitsubishi Outlander Sport S

St. Cloud, MN

Fair PriceModerate · 27
$26,445Mileage not verified

Market: $25,348$26,445

Comparison: 27 similar vehicles

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

St. Cloud, MN

No Photo

2027 Nissan Sentra SV

Brainerd, MN

Fair PriceLimited · 10
$26,512Mileage not verified

Market: $24,646$26,959

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Brainerd, MN

No Photo

2027 Toyota Corolla LE

Minneapolis, MN

Fair PriceRobust · 51
$26,574Mileage not verified

Market: $25,178$29,298

Comparison: 51 similar vehicles

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

Minneapolis, MN

No Photo

2027 Toyota Corolla LE

Minneapolis, MN

Fair PriceRobust · 51
$26,749Mileage not verified

Market: $25,178$29,298

Comparison: 51 similar vehicles

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

Minneapolis, MN

No Photo

2027 Nissan Sentra SV

Brainerd, MN

OverpricedLimited · 10
$26,959Mileage not verified

Market: $24,646$26,512

Comparison: 10 similar vehicles

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

Brainerd, MN

No Photo

2027 Hyundai Kona SE

Minneapolis, MN

UnscoredInsufficient · 0
$27,000Mileage not verified

Minneapolis, MN

No Photo

2027 Toyota Corolla LE

Minneapolis, MN

Fair PriceRobust · 51
$27,129Mileage not verified

Market: $25,178$29,298

Comparison: 51 similar vehicles

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

Minneapolis, MN

No Photo

2027 Toyota Corolla Hatchback SE

Waite Park, MN

Fair PriceLimited · 16
$27,161Mileage not verified

Market: $26,544$28,324

Comparison: 16 similar vehicles

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

Waite Park, MN

No Photo

2027 Chevrolet Bolt LT

Rogers, MN

Fair PriceRobust · 52
$27,286Mileage not verified

Market: $26,735$31,995

Comparison: 52 similar vehicles

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

Rogers, MN

No Photo

2027 Chevrolet Bolt LT

Cold Spring, MN

Fair PriceLimited · 10
$27,340Mileage not verified

Market: $27,340$30,340

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Cold Spring, MN

No Photo

2027 Chevrolet Bolt LT

Cold Spring, MN

Fair PriceLimited · 10
$27,340Mileage not verified

Market: $27,340$30,340

Comparison: 10 similar vehicles

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

Cold Spring, MN

No Photo

2027 Chevrolet Bolt LT

Cold Spring, MN

Fair PriceLimited · 10
$27,340Mileage not verified

Market: $27,340$30,340

Comparison: 10 similar vehicles

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

Cold Spring, MN

No Photo

2027 Chevrolet Bolt LT

Cold Spring, MN

Fair PriceLimited · 10
$27,340Mileage not verified

Market: $27,340$30,340

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Cold Spring, MN

No Photo

2027 Chevrolet Bolt LT

Cold Spring, MN

Fair PriceLimited · 10
$27,340Mileage not verified

Market: $27,340$30,340

Comparison: 10 similar vehicles

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

Cold Spring, MN

No Photo

2027 Chevrolet Bolt LT

Cold Spring, MN

Fair PriceLimited · 10
$27,340Mileage not verified

Market: $27,340$30,340

Comparison: 10 similar vehicles

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

Cold Spring, MN

No Photo

2027 Toyota Corolla LE

Waite Park, MN

Fair PriceRobust · 150
$27,451Mileage not verified

Market: $24,954$30,492

Comparison: 150 similar vehicles

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

Waite Park, MN

No Photo

2027 Nissan KICKS SV

Minneapolis, MN

Fair PriceRobust · 185
$27,490Mileage not verified

Market: $26,953$29,890

Comparison: 185 similar vehicles

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

Minneapolis, MN

No Photo

2027 Toyota Corolla Hatchback SE

Minneapolis, MN

UnscoredLimited · 7
$27,534Mileage not verified

Comparison: 7 similar vehicles

Minneapolis, MN

No Photo

2027 Kia Seltos S

Waite Park, MN

Great DealModerate · 47
$27,558Mileage not verified

Market: $27,745$34,075

Comparison: 47 similar vehicles

Competitively priced ~1% below the typical range compared to similar vehicles · 70 days listed (based on current market benchmarks)

Waite Park, MN

No Photo

2027 Nissan KICKS SV

Brooklyn Park, MN

Fair PriceRobust · 187
$27,590Mileage not verified

Market: $26,953$29,890

Comparison: 187 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Brooklyn Park, MN

No Photo

2027 Nissan KICKS SV

Minneapolis, MN

Fair PriceRobust · 185
$27,615Mileage not verified

Market: $26,953$29,890

Comparison: 185 similar vehicles

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

Minneapolis, MN

No Photo

2027 Nissan KICKS SV

Brainerd, MN

Fair PriceRobust · 205
$27,618Mileage not verified

Market: $26,953$29,890

Comparison: 205 similar vehicles

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

Brainerd, MN

No Photo

2027 Toyota Corolla Hatchback SE

Minneapolis, MN

UnscoredLimited · 7
$27,618Mileage not verified

Comparison: 7 similar vehicles

Minneapolis, MN

No Photo

2027 Kia Seltos S

Waite Park, MN

Fair PriceModerate · 47
$27,745Mileage not verified

Market: $27,558$34,075

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Waite Park, MN

No Photo

2027 Kia Seltos S

Waite Park, MN

Fair PriceModerate · 47
$27,745Mileage not verified

Market: $27,558$34,075

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 60 days listed (based on current market benchmarks)

Waite Park, MN

No Photo

2027 Chevrolet Equinox LT

Rogers, MN

Great DealRobust · 488
$27,795Mileage not verified

Market: $27,999$39,770

Comparison: 488 similar vehicles

Competitively priced ~1% below the typical range compared to similar vehicles · 27 days listed (based on current market benchmarks)

Rogers, MN

No Photo

2027 Kia Seltos LX

Brooklyn Park, MN

Fair PriceModerate · 20
$27,921Mileage not verified

Market: $27,172$28,708

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Brooklyn Park, MN

No Photo

2027 Kia Seltos LX

Elk River, MN

Fair PriceLimited · 12
$27,980Mileage not verified

Market: $27,444$28,708

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Elk River, MN

No Photo

2027 Nissan KICKS SV

Minneapolis, MN

Fair PriceRobust · 185
$27,990Mileage not verified

Market: $26,953$29,890

Comparison: 185 similar vehicles

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

Minneapolis, MN

No Photo

2027 Nissan KICKS SV

Minneapolis, MN

Fair PriceRobust · 185
$27,990Mileage not verified

Market: $26,953$29,890

Comparison: 185 similar vehicles

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

Minneapolis, MN

No Photo

2027 Nissan KICKS SV

Minneapolis, MN

Fair PriceRobust · 185
$27,990Mileage not verified

Market: $26,953$29,890

Comparison: 185 similar vehicles

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

Minneapolis, MN

No Photo

2027 Nissan KICKS SV

Minneapolis, MN

Fair PriceRobust · 185
$27,990Mileage not verified

Market: $26,953$29,890

Comparison: 185 similar vehicles

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

Minneapolis, MN

No Photo

2027 Chevrolet Equinox LT

Rogers, MN

Fair PriceRobust · 488
$27,999Mileage not verified

Market: $27,795$39,770

Comparison: 488 similar vehicles

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

Rogers, MN

No Photo

2027 Chevrolet Bolt LT

Rogers, MN

Fair PriceRobust · 52
$27,999Mileage not verified

Market: $26,735$31,995

Comparison: 52 similar vehicles

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

Rogers, MN

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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