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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 8, 2026

5.9M+

Unique vehicles analyzed

as of October 8, 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

5,619 listings found

2027 Porsche Panamera Base

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

2027 Porsche Panamera Base

Sewickley, PA

UnscoredLimited · 5
$22,580Mileage not verified

Comparison: 5 similar vehicles

Sewickley, PA

2027 Porsche Panamera Base

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

2027 Porsche Panamera Base

Conshohocken, PA

UnscoredInsufficient · 4
$23,990Mileage not verified

Comparison: 4 similar vehicles

Conshohocken, PA

2027 Porsche Panamera Base

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

2027 Porsche Panamera Base

Pittsburgh, PA

UnscoredLimited · 7
$25,170Mileage not verified

Comparison: 7 similar vehicles

Pittsburgh, PA

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

Wynnewood, PA

Fair PriceModerate · 26
$25,571Mileage not verified

Market: $25,777 – $28,455

Comparison: 26 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 41 days listed (based on current market benchmarks)

Wynnewood, PA

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

Hatfield, PA

Fair PriceModerate · 28
$25,777Mileage not verified

Market: $25,571 – $29,242

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Hatfield, PA

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

Butler, PA

UnscoredLimited · 5
$26,016Mileage not verified

Comparison: 5 similar vehicles

Butler, PA

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

Wynnewood, PA

Fair PriceModerate · 26
$26,074Mileage not verified

Market: $25,571 – $28,455

Comparison: 26 similar vehicles

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

Wynnewood, PA

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

Wynnewood, PA

Fair PriceModerate · 26
$26,074Mileage not verified

Market: $25,571 – $28,455

Comparison: 26 similar vehicles

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

Wynnewood, PA

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

Wynnewood, PA

Fair PriceModerate · 26
$26,074Mileage not verified

Market: $25,571 – $28,455

Comparison: 26 similar vehicles

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

Wynnewood, PA

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

Hatfield, PA

Fair PriceModerate · 28
$26,191Mileage not verified

Market: $25,571 – $29,242

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Hatfield, PA

No Photo

2027 Toyota Corolla Hatchback SE

Easton, PA

UnscoredLimited · 7
$26,384Mileage not verified

Comparison: 7 similar vehicles

Easton, PA

No Photo

2027 Toyota Corolla Hatchback SE

Easton, PA

UnscoredLimited · 7
$26,384Mileage not verified

Comparison: 7 similar vehicles

Easton, PA

No Photo

2027 Toyota Corolla Hatchback SE

Easton, PA

UnscoredLimited · 7
$26,384Mileage not verified

Comparison: 7 similar vehicles

Easton, PA

No Photo

2027 Toyota Corolla Hatchback SE

Easton, PA

UnscoredLimited · 7
$26,544Mileage not verified

Comparison: 7 similar vehicles

Easton, PA

2027 Porsche Panamera Base

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

2027 Porsche Panamera Base

Warrington, PA

UnscoredInsufficient · 3
$26,590Mileage not verified

Comparison: 3 similar vehicles

Warrington, PA

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

East Petersburg, PA

Fair PriceLimited · 11
$26,606Mileage not verified

Market: $26,633 – $27,437

Comparison: 11 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 58 days listed (based on current market benchmarks)

East Petersburg, PA

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

Allentown, PA

Fair PriceLimited · 14
$26,768Mileage not verified

Market: $26,384 – $28,155

Comparison: 14 similar vehicles

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

Allentown, PA

No Photo

2027 Toyota Corolla Hatchback SE

Easton, PA

UnscoredLimited · 7
$26,811Mileage not verified

Comparison: 7 similar vehicles

Easton, PA

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

Pittsburgh, PA

Fair PriceModerate · 22
$26,858Mileage not verified

Market: $27,064 – $28,914

Comparison: 22 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 24 days listed (based on current market benchmarks)

Pittsburgh, PA

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

Conshohocken, PA

Fair PriceLimited · 11
$26,874Mileage not verified

Market: $26,768 – $29,141

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Conshohocken, PA

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

Conshohocken, PA

Fair PriceLimited · 11
$26,874Mileage not verified

Market: $26,768 – $29,141

Comparison: 11 similar vehicles

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

Conshohocken, PA

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

Conshohocken, PA

Fair PriceLimited · 11
$26,874Mileage not verified

Market: $26,768 – $29,141

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Conshohocken, PA

No Photo

2027 Toyota Corolla Hatchback SE

Easton, PA

UnscoredLimited · 7
$26,990Mileage not verified

Comparison: 7 similar vehicles

Easton, PA

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

Meadville, PA

Fair PriceRobust · 95
$27,013Mileage not verified

Market: $25,402 – $30,466

Comparison: 95 similar vehicles

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

Meadville, PA

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

Glenside, PA

Fair PriceModerate · 25
$27,034Mileage not verified

Market: $25,571 – $28,455

Comparison: 25 similar vehicles

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

Glenside, PA

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

East Petersburg, PA

Fair PriceLimited · 11
$27,034Mileage not verified

Market: $26,606 – $27,437

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

East Petersburg, PA

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

Greensburg, PA

Fair PriceLimited · 18
$27,064Mileage not verified

Market: $26,858 – $28,914

Comparison: 18 similar vehicles

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

Greensburg, PA

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

Lebanon, PA

UnscoredLimited · 5
$27,109Mileage not verified

Comparison: 5 similar vehicles

Lebanon, PA

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

Breinigsville, PA

Fair PriceLimited · 11
$27,123Mileage not verified

Market: $25,777 – $28,447

Comparison: 11 similar vehicles

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

Breinigsville, PA

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

Glenside, PA

Fair PriceModerate · 25
$27,124Mileage not verified

Market: $25,571 – $28,455

Comparison: 25 similar vehicles

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

Glenside, PA

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

Mars, PA

Fair PriceModerate · 21
$27,163Mileage not verified

Market: $26,016 – $28,914

Comparison: 21 similar vehicles

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

Mars, PA

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

Pittsburgh, PA

Fair PriceModerate · 21
$27,254Mileage not verified

Market: $26,858 – $28,914

Comparison: 21 similar vehicles

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

Pittsburgh, PA

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

DuBois, PA

Fair PriceRobust · 220
$27,258Mileage not verified

Market: $25,618 – $29,739

Comparison: 220 similar vehicles

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

DuBois, PA

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

Langhorne, PA

Fair PriceModerate · 26
$27,273Mileage not verified

Market: $25,571 – $28,455

Comparison: 26 similar vehicles

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

Langhorne, PA

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

Mechanicsburg, PA

Fair PriceLimited · 10
$27,364Mileage not verified

Market: $26,606 – $27,437

Comparison: 10 similar vehicles

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

Mechanicsburg, PA

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

Mechanicsburg, PA

Fair PriceLimited · 10
$27,364Mileage not verified

Market: $26,606 – $27,437

Comparison: 10 similar vehicles

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

Mechanicsburg, PA

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

Pittsburgh, PA

Fair PriceModerate · 24
$27,389Mileage not verified

Market: $26,016 – $28,914

Comparison: 24 similar vehicles

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

Pittsburgh, PA

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

Glenside, PA

Fair PriceModerate · 25
$27,423Mileage not verified

Market: $25,571 – $28,455

Comparison: 25 similar vehicles

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

Glenside, PA

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

Malvern, PA

Fair PriceModerate · 27
$27,423Mileage not verified

Market: $25,571 – $28,455

Comparison: 27 similar vehicles

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

Malvern, PA

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

Wilkes-Barre, PA

UnscoredInsufficient · 3
$27,437Mileage not verified

Comparison: 3 similar vehicles

Wilkes-Barre, PA

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

Hanover, PA

UnscoredLimited · 9
$27,437Mileage not verified

Comparison: 9 similar vehicles

Hanover, PA

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

Canonsburg, PA

Fair PriceModerate · 21
$27,480Mileage not verified

Market: $26,858 – $28,914

Comparison: 21 similar vehicles

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

Canonsburg, PA

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

Irwin, PA

Fair PriceModerate · 21
$27,554Mileage not verified

Market: $26,858 – $28,914

Comparison: 21 similar vehicles

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

Irwin, PA

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

Meadville, PA

Fair PriceRobust · 95
$27,592120 mi

Market: $25,402 – $30,466

Comparison: 95 similar vehicles

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

Meadville, PA

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

Carnot-Moon, PA

Fair PriceModerate · 21
$27,594Mileage not verified

Market: $26,016 – $28,914

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Carnot-Moon, PA

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

Johnstown, PA

Fair PriceRobust · 230
$27,640Mileage not verified

Market: $25,402 – $29,739

Comparison: 230 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Johnstown, PA

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

Pittsburgh, PA

Fair PriceModerate · 21
$27,687Mileage not verified

Market: $26,858 – $28,914

Comparison: 21 similar vehicles

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

Pittsburgh, PA

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

Philadelphia, PA

Fair PriceModerate · 25
$27,689Mileage not verified

Market: $25,571 – $28,455

Comparison: 25 similar vehicles

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

Philadelphia, PA

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

Greensburg, PA

Fair PriceLimited · 18
$27,859Mileage not verified

Market: $26,858 – $28,914

Comparison: 18 similar vehicles

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

Greensburg, PA

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

Glen Mills, PA

Fair PriceModerate · 24
$27,980Mileage not verified

Market: $25,571 – $28,455

Comparison: 24 similar vehicles

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

Glen Mills, PA

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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