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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 17, 2026

5.7M+

Vehicles analyzed

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.1M new·2.7M used·Processed daily

Cited in Wall Street sell-side equity research, April 2026

Or explore the market

33,151 listings found

No Photo

2027 Nissan Sentra S

Burnsville, MN

UnscoredInsufficient · 0
$25,045Mileage not verified

Burnsville, MN

No Photo

2027 Nissan Sentra SV

Hudson, WI

Great DealLimited · 10
$25,165Mileage not verified

Market: $25,558$26,605

Comparison: 10 similar vehicles

Competitively priced ~2% below the typical range compared to similar vehicles · 33 days listed (based on current market benchmarks)

Hudson, WI

No Photo

2027 Toyota Corolla LE

Burnsville, MN

Fair PriceRobust · 55
$25,279Mileage not verified

Market: $25,189$29,298

Comparison: 55 similar vehicles

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

Burnsville, MN

No Photo

2027 Mitsubishi Outlander Sport S

Burnsville, MN

UnscoredInsufficient · 4
$25,348Mileage not verified

Comparison: 4 similar vehicles

Burnsville, MN

No Photo

2027 Toyota Corolla LE

Inver Grove Heights, MN

UnscoredLimited · 6
$25,439Mileage not verified

Comparison: 6 similar vehicles

Inver Grove Heights, MN

No Photo

2027 Toyota Corolla LE

Inver Grove Heights, MN

UnscoredLimited · 6
$25,536Mileage not verified

Comparison: 6 similar vehicles

Inver Grove Heights, MN

No Photo

2027 Mitsubishi Outlander Sport S

Burnsville, MN

UnscoredInsufficient · 4
$25,546Mileage not verified

Comparison: 4 similar vehicles

Burnsville, MN

No Photo

2027 Nissan Sentra SV

Inver Grove Heights, MN

Fair PriceLimited · 10
$25,558Mileage not verified

Market: $25,165$25,958

Comparison: 10 similar vehicles

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

Inver Grove Heights, MN

No Photo

2027 Nissan Sentra SV

Inver Grove Heights, MN

Fair PriceLimited · 10
$25,558Mileage not verified

Market: $25,165$25,958

Comparison: 10 similar vehicles

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

Inver Grove Heights, MN

No Photo

2027 Nissan Sentra SV

Inver Grove Heights, MN

Fair PriceLimited · 10
$25,558Mileage not verified

Market: $25,165$25,958

Comparison: 10 similar vehicles

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

Inver Grove Heights, MN

No Photo

2027 Nissan Sentra SV

Hudson, WI

Fair PriceLimited · 10
$25,558Mileage not verified

Market: $25,165$26,605

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Hudson, WI

No Photo

2027 Nissan Sentra SV

Hudson, WI

Fair PriceLimited · 10
$25,558Mileage not verified

Market: $25,165$26,605

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Hudson, WI

No Photo

2027 Nissan Sentra SV

Inver Grove Heights, MN

Fair PriceLimited · 10
$25,558Mileage not verified

Market: $25,165$25,958

Comparison: 10 similar vehicles

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

Inver Grove Heights, MN

No Photo

2027 Nissan Sentra SV

Hudson, WI

Fair PriceLimited · 10
$25,646Mileage not verified

Market: $25,165$26,605

Comparison: 10 similar vehicles

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

Hudson, WI

No Photo

2027 Toyota Corolla LE

Inver Grove Heights, MN

UnscoredLimited · 6
$25,696Mileage not verified

Comparison: 6 similar vehicles

Inver Grove Heights, MN

No Photo

2027 Toyota Corolla LE

Rochester, MN

UnscoredInsufficient · 4
$25,712Mileage not verified

Comparison: 4 similar vehicles

Rochester, MN

No Photo

2027 Toyota Corolla LE

Rochester, MN

UnscoredInsufficient · 4
$25,747Mileage not verified

Comparison: 4 similar vehicles

Rochester, MN

No Photo

2027 Nissan Sentra SV

Hudson, WI

Fair PriceLimited · 10
$25,750Mileage not verified

Market: $25,165$26,605

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Hudson, WI

No Photo

2027 Toyota Corolla LE

Inver Grove Heights, MN

UnscoredLimited · 6
$25,752Mileage not verified

Comparison: 6 similar vehicles

Inver Grove Heights, MN

No Photo

2027 Mitsubishi Outlander Sport S

Burnsville, MN

UnscoredInsufficient · 4
$25,846Mileage not verified

Comparison: 4 similar vehicles

Burnsville, MN

No Photo

2027 Nissan Sentra SV

Burnsville, MN

Fair PriceLimited · 14
$25,865Mileage not verified

Market: $25,865$26,315

Comparison: 14 similar vehicles

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

Burnsville, MN

No Photo

2027 Nissan Sentra SV

Burnsville, MN

Fair PriceLimited · 14
$25,865Mileage not verified

Market: $25,865$26,315

Comparison: 14 similar vehicles

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

Burnsville, MN

No Photo

2027 Nissan Sentra SV

Inver Grove Heights, MN

OverpricedLimited · 10
$25,958Mileage not verified

Market: $25,165$25,558

Comparison: 10 similar vehicles

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

Inver Grove Heights, MN

No Photo

2027 Toyota Corolla Hatchback SE

Hudson, WI

UnscoredLimited · 6
$26,544Mileage not verified

Comparison: 6 similar vehicles

Hudson, WI

No Photo

2027 Nissan Sentra SR

Hudson, WI

UnscoredLimited · 8
$26,565Mileage not verified

Comparison: 8 similar vehicles

Hudson, WI

No Photo

2027 Nissan Sentra SR

Inver Grove Heights, MN

Fair PriceLimited · 10
$26,565Mileage not verified

Market: $26,565$29,040

Comparison: 10 similar vehicles

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

Inver Grove Heights, MN

No Photo

2027 Toyota Corolla LE

Inver Grove Heights, MN

UnscoredLimited · 6
$26,574Mileage not verified

Comparison: 6 similar vehicles

Inver Grove Heights, MN

No Photo

2027 Nissan Sentra SR

Hudson, WI

UnscoredLimited · 8
$26,592Mileage not verified

Comparison: 8 similar vehicles

Hudson, WI

No Photo

2027 Nissan Sentra SR

Hudson, WI

UnscoredLimited · 8
$26,592Mileage not verified

Comparison: 8 similar vehicles

Hudson, WI

No Photo

2027 Nissan Sentra SV

Hudson, WI

OverpricedLimited · 10
$26,605Mileage not verified

Market: $25,165$25,958

Comparison: 10 similar vehicles

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

Hudson, WI

No Photo

2027 Toyota Corolla LE

Inver Grove Heights, MN

UnscoredLimited · 6
$26,742Mileage not verified

Comparison: 6 similar vehicles

Inver Grove Heights, MN

No Photo

2027 Toyota Corolla Hatchback SE

Inver Grove Heights, MN

UnscoredLimited · 7
$26,759Mileage not verified

Comparison: 7 similar vehicles

Inver Grove Heights, MN

No Photo

2027 Mitsubishi Outlander Sport ES

Burnsville, MN

UnscoredInsufficient · 4
$26,847Mileage not verified

Comparison: 4 similar vehicles

Burnsville, MN

No Photo

2027 Toyota Corolla LE

Rochester, MN

UnscoredInsufficient · 4
$26,872Mileage not verified

Comparison: 4 similar vehicles

Rochester, MN

No Photo

2027 Toyota Corolla LE

Burnsville, MN

Fair PriceRobust · 55
$26,889Mileage not verified

Market: $25,189$29,298

Comparison: 55 similar vehicles

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

Burnsville, MN

No Photo

2027 Nissan Sentra SR

Inver Grove Heights, MN

Fair PriceLimited · 10
$26,992Mileage not verified

Market: $26,565$29,040

Comparison: 10 similar vehicles

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

Inver Grove Heights, MN

No Photo

2027 Nissan Sentra SR

Hudson, WI

UnscoredLimited · 8
$26,992Mileage not verified

Comparison: 8 similar vehicles

Hudson, WI

No Photo

2027 Nissan KICKS SV

Inver Grove Heights, MN

Fair PriceLimited · 10
$27,003Mileage not verified

Market: $27,003$28,040

Comparison: 10 similar vehicles

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

Inver Grove Heights, MN

No Photo

2027 Nissan KICKS SV

Inver Grove Heights, MN

Fair PriceLimited · 10
$27,003Mileage not verified

Market: $27,003$28,040

Comparison: 10 similar vehicles

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

Inver Grove Heights, MN

No Photo

2027 Kia Seltos S

Inver Grove Heights, MN

Fair PriceModerate · 24
$27,031Mileage not verified

Market: $27,031$31,843

Comparison: 24 similar vehicles

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

Inver Grove Heights, MN

No Photo

2027 Kia Seltos S

Inver Grove Heights, MN

Fair PriceModerate · 24
$27,031Mileage not verified

Market: $27,031$31,843

Comparison: 24 similar vehicles

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

Inver Grove Heights, MN

No Photo

2027 Chevrolet Bolt LT

Faribault, MN

Great DealLimited · 19
$27,080Mileage not verified

Market: $27,730$31,848

Comparison: 19 similar vehicles

Competitively priced ~2% below the typical range compared to similar vehicles · 154 days listed (based on current market benchmarks)

Faribault, MN

No Photo

2027 Kia Seltos LX

Lakeville, MN

Great DealLimited · 19
$27,172Mileage not verified

Market: $27,564$28,708

Comparison: 19 similar vehicles

Competitively priced ~1% below the typical range compared to similar vehicles · 6 days listed (based on current market benchmarks)

Lakeville, MN

No Photo

2027 Toyota Corolla SE

Rochester, MN

UnscoredLimited · 5
$27,199Mileage not verified

Comparison: 5 similar vehicles

Rochester, MN

No Photo

2027 Toyota Corolla LE

Hudson, WI

Fair PriceRobust · 54
$27,254Mileage not verified

Market: $25,189$29,298

Comparison: 54 similar vehicles

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

Hudson, WI

No Photo

2027 Toyota Corolla LE

Inver Grove Heights, MN

UnscoredLimited · 6
$27,306Mileage not verified

Comparison: 6 similar vehicles

Inver Grove Heights, MN

No Photo

2027 Chevrolet Bolt LT

Rochester, MN

UnscoredInsufficient · 4
$27,345Mileage not verified

Comparison: 4 similar vehicles

Rochester, MN

No Photo

2027 Nissan KICKS SV

Hudson, WI

UnscoredLimited · 6
$27,403Mileage not verified

Comparison: 6 similar vehicles

Hudson, WI

No Photo

2027 Nissan Sentra SR

Hudson, WI

UnscoredLimited · 8
$27,420Mileage not verified

Comparison: 8 similar vehicles

Hudson, WI

No Photo

2027 Kia Seltos S

Hudson, WI

Fair PriceModerate · 44
$27,454Mileage not verified

Market: $27,031$33,480

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Hudson, 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 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 a meaningful margin (OAV's minimum-gap rule); a listing below the floor by less than that margin — or within the range — is Fair Price.
Which vehicles are priced below market?
Vehicles flagged as undervalued are priced below the typical range for comparable cars. The "Top Deals" section on every market page surfaces these first, with the percentage gap from the typical range shown per listing.
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 undervalued compared with 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. Undervalued listings price below the typical comparable range and are surfaced as Great Deals.

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. Each listing is rated a Great Deal (priced below comparable listings), Fair Price (priced within the typical range), or Overpriced (priced above comparable listings). Vehicles without sufficient comparable evidence remain 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?
OAV's inventory standardization technology is protected by U.S. Patent No. 12,236,477, and its Price-to-Market analysis is Patent Pending. 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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Independent, evidence-backed pricing intelligence for every major US metro

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