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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 6, 2026 · refresh delayed · 2 days ago

5.9M+

Unique vehicles analyzed

as of October 6, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

782 listings found

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Lincoln, NE

Fair PriceLimited · 16
$27,819Mileage not verified

Market: $26,384 – $30,730

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Lincoln, NE

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Lincoln, NE

Fair PriceLimited · 16
$28,495Mileage not verified

Market: $26,384 – $30,730

Comparison: 16 similar vehicles

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

Lincoln, NE

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Omaha, NE

Fair PriceLimited · 16
$28,619Mileage not verified

Market: $26,384 – $30,730

Comparison: 16 similar vehicles

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

Omaha, NE

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Omaha, NE

Fair PriceLimited · 16
$28,753Mileage not verified

Market: $26,384 – $30,730

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Omaha, NE

2027 Toyota Corolla Hatchback XSE

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

2027 Toyota Corolla Hatchback XSE

Bellevue, NE

Fair PriceModerate · 30
$29,814Mileage not verified

Market: $29,479 – $31,991

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Bellevue, NE

2027 Toyota Corolla Hatchback XSE

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

2027 Toyota Corolla Hatchback XSE

Omaha, NE

UnscoredInsufficient · 3
$30,310Mileage not verified

Comparison: 3 similar vehicles

Omaha, NE

2027 Toyota Corolla Hatchback XSE

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

2027 Toyota Corolla Hatchback XSE

Omaha, NE

UnscoredInsufficient · 3
$30,327Mileage not verified

Comparison: 3 similar vehicles

Omaha, NE

2027 Toyota Corolla Hatchback XSE

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

2027 Toyota Corolla Hatchback XSE

Grand Island, NE

UnscoredLimited · 7
$30,550Mileage not verified

Comparison: 7 similar vehicles

Grand Island, NE

2027 Toyota Corolla Hatchback XSE

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

2027 Toyota Corolla Hatchback XSE

Bellevue, NE

Fair PriceModerate · 30
$30,790Mileage not verified

Market: $29,479 – $31,991

Comparison: 30 similar vehicles

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

Bellevue, NE

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Bellevue, NE

UnscoredInsufficient · 3
$30,880Mileage not verified

Comparison: 3 similar vehicles

Bellevue, NE

2027 Toyota Corolla Hatchback XSE

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

2027 Toyota Corolla Hatchback XSE

La Vista, NE

UnscoredInsufficient · 3
$30,884Mileage not verified

Comparison: 3 similar vehicles

La Vista, NE

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Bellevue, NE

UnscoredInsufficient · 3
$31,083Mileage not verified

Comparison: 3 similar vehicles

Bellevue, NE

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Bellevue, NE

UnscoredInsufficient · 3
$31,804Mileage not verified

Comparison: 3 similar vehicles

Bellevue, NE

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Omaha, NE

Fair PriceModerate · 23
$31,873Mileage not verified

Market: $30,369 – $32,846

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Omaha, NE

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Omaha, NE

UnscoredInsufficient · 3
$32,103Mileage not verified

Comparison: 3 similar vehicles

Omaha, NE

2027 Toyota Prius XLE

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

2027 Toyota Prius XLE

North Platte, NE

UnscoredInsufficient · 0
$34,843Mileage not verified

North Platte, NE

No Photo

2027 Toyota Prius XLE

Omaha, NE

Fair PriceLimited · 16
$35,747Mileage not verified

Market: $35,716 – $37,998

Comparison: 16 similar vehicles

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

Omaha, NE

2027 Toyota Prius Nightshade

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

2027 Toyota Prius Nightshade

Scottsbluff, NE

UnscoredInsufficient · 0
$35,941Mileage not verified

Scottsbluff, NE

2027 Toyota Prius Nightshade

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

2027 Toyota Prius Nightshade

Grand Island, NE

UnscoredLimited · 5
$35,999Mileage not verified

Comparison: 5 similar vehicles

Grand Island, NE

2027 Toyota Prius XLE

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

2027 Toyota Prius XLE

Omaha, NE

UnscoredInsufficient · 3
$36,204Mileage not verified

Comparison: 3 similar vehicles

Omaha, NE

2027 Toyota Prius XLE

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

2027 Toyota Prius XLE

Omaha, NE

UnscoredInsufficient · 3
$36,523Mileage not verified

Comparison: 3 similar vehicles

Omaha, NE

2027 Toyota Prius XLE

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

2027 Toyota Prius XLE

Lincoln, NE

Fair PriceLimited · 14
$36,626Mileage not verified

Market: $35,716 – $37,998

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Lincoln, NE

2027 Toyota Prius Nightshade

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

2027 Toyota Prius Nightshade

Omaha, NE

Fair PriceLimited · 11
$36,658Mileage not verified

Market: $35,999 – $38,906

Comparison: 11 similar vehicles

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

Omaha, NE

2027 Toyota Prius XLE

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

2027 Toyota Prius XLE

Scottsbluff, NE

UnscoredInsufficient · 3
$36,703Mileage not verified

Comparison: 3 similar vehicles

Scottsbluff, NE

No Photo

2027 Toyota Prius XLE

Omaha, NE

Fair PriceLimited · 16
$37,007Mileage not verified

Market: $35,716 – $37,998

Comparison: 16 similar vehicles

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

Omaha, NE

2027 Toyota Prius XLE

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

2027 Toyota Prius XLE

Bellevue, NE

UnscoredInsufficient · 3
$37,361Mileage not verified

Comparison: 3 similar vehicles

Bellevue, NE

2027 Toyota Prius Limited

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

2027 Toyota Prius Limited

Lincoln, NE

Fair PriceModerate · 37
$38,293Mileage not verified

Market: $38,716 – $43,158

Comparison: 37 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 81 days listed (based on current market benchmarks)

Lincoln, NE

2027 Toyota Prius Limited

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

2027 Toyota Prius Limited

La Vista, NE

UnscoredLimited · 6
$38,716Mileage not verified

Comparison: 6 similar vehicles

La Vista, NE

2027 Toyota Prius Limited

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

2027 Toyota Prius Limited

La Vista, NE

UnscoredLimited · 5
$38,859Mileage not verified

Comparison: 5 similar vehicles

La Vista, NE

No Photo

2027 Toyota Prius Nightshade

Omaha, NE

OverpricedLimited · 12
$38,906Mileage not verified

Market: $35,999 – $38,803

Comparison: 12 similar vehicles

Omaha, NE

2027 Toyota Prius Limited

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

2027 Toyota Prius Limited

Bellevue, NE

Fair PriceModerate · 37
$39,352Mileage not verified

Market: $38,293 – $43,158

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Bellevue, NE

No Photo

2027 Toyota Prius Plug-in Hybrid XSE

Omaha, NE

UnscoredLimited · 8
$40,005Mileage not verified

Comparison: 8 similar vehicles

Omaha, NE

2027 Toyota Prius Limited

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

2027 Toyota Prius Limited

Omaha, NE

Fair PriceModerate · 37
$40,451Mileage not verified

Market: $38,293 – $43,158

Comparison: 37 similar vehicles

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

Omaha, NE

2027 Toyota Prius Limited

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

2027 Toyota Prius Limited

Lincoln, NE

Fair PriceModerate · 37
$40,894Mileage not verified

Market: $38,293 – $43,158

Comparison: 37 similar vehicles

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

Lincoln, NE

2027 Toyota Prius Limited

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

2027 Toyota Prius Limited

Bellevue, NE

Fair PriceModerate · 37
$41,029Mileage not verified

Market: $38,293 – $43,158

Comparison: 37 similar vehicles

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

Bellevue, NE

2027 Toyota Prius Limited

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

2027 Toyota Prius Limited

La Vista, NE

UnscoredLimited · 6
$41,504Mileage not verified

Comparison: 6 similar vehicles

La Vista, NE

2027 Toyota Prius Limited

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

2027 Toyota Prius Limited

La Vista, NE

UnscoredLimited · 6
$41,573Mileage not verified

Comparison: 6 similar vehicles

La Vista, NE

2027 Toyota Prius Limited

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

2027 Toyota Prius Limited

Columbus, NE

OverpricedModerate · 24
$42,087Mileage not verified

Market: $38,293 – $41,573

Comparison: 24 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Columbus, NE

2027 Toyota Prius Plug-in Hybrid XSE Premium

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

2027 Toyota Prius Plug-in Hybrid XSE Premium

La Vista, NE

UnscoredInsufficient · 3
$44,059Mileage not verified

Comparison: 3 similar vehicles

La Vista, NE

2027 MINI 3 Door John Cooper Works

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

2027 MINI 3 Door John Cooper Works

Omaha, NE

UnscoredLimited · 5
$50,280Mileage not verified

Comparison: 5 similar vehicles

Omaha, NE

2027 MINI 3 Door John Cooper Works

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

2027 MINI 3 Door John Cooper Works

Omaha, NE

UnscoredLimited · 5
$50,280Mileage not verified

Comparison: 5 similar vehicles

Omaha, NE

2027 BMW 4 Series 430i

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

2027 BMW 4 Series 430i

Omaha, NE

Fair PriceLimited · 16
$62,650Mileage not verified

Market: $59,745 – $77,216

Comparison: 16 similar vehicles

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

Omaha, NE

2027 Dodge Charger Scat Pack Plus

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

2027 Dodge Charger Scat Pack Plus

Kearney, NE

UnscoredInsufficient · 0
$64,872Mileage not verified

Kearney, NE

2027 Dodge Charger Scat Pack Plus

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

2027 Dodge Charger Scat Pack Plus

Holdrege, NE

UnscoredInsufficient · 0
$66,394Mileage not verified

Holdrege, NE

2027 Audi A6 Sportback e-tron Premium Plus

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

2027 Audi A6 Sportback e-tron Premium Plus

Omaha, NE

UnscoredInsufficient · 0
$77,820Mileage not verified

Omaha, NE

2026 Toyota Corolla Hatchback XSE

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

2026 Toyota Corolla Hatchback XSE

Omaha, NE

Salvage title
$22,6898,005 mi

Omaha, NE

2026 Honda Civic Hatchback Sport Touring

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

2026 Honda Civic Hatchback Sport Touring

Omaha, NE

Salvage title
$22,9507,000 mi

Omaha, NE

2026 Kia K4 EX

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

2026 Kia K4 EX

Grand Island, NE

UnscoredInsufficient · 4
$24,978Mileage not verified

Comparison: 4 similar vehicles

Grand Island, NE

2026 Kia K4 EX

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

2026 Kia K4 EX

La Vista, NE

UnscoredInsufficient · 4
$25,614Mileage not verified

Comparison: 4 similar vehicles

La Vista, NE

2026 Kia K4 EX

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

2026 Kia K4 EX

Grand Island, NE

Fair PriceLimited · 19
$25,630Mileage not verified

Market: $24,794 – $26,728

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Grand Island, NE

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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