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
5,876 listings found
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Porsche Panamera Base
Cincinnati, OH
Comparison: 5 similar vehicles
Cincinnati, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Porsche Panamera Base
Cincinnati, OH
Comparison: 5 similar vehicles
Cincinnati, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Kia K4 EX
Alliance, OH
Market: $25,835 – $26,678
Comparison: 17 similar vehicles
Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 7 days listed (based on current market benchmarks)
Alliance, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Pataskala, OH
Market: $26,506 – $30,466
Comparison: 10 similar vehicles
Competitively priced ~4% below the typical range compared to similar vehicles · 61 days listed (based on current market benchmarks)
Pataskala, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Harrison, OH
Comparison: 3 similar vehicles
Harrison, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Athens, OH
Market: $25,402 – $30,466
Comparison: 90 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)
Athens, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Columbus, OH
Market: $25,402 – $30,466
Comparison: 11 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)
Columbus, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Kent, OH
Comparison: 3 similar vehicles
Kent, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Bedford, OH
Market: $25,402 – $30,466
Comparison: 101 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)
Bedford, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Bedford, OH
Market: $25,402 – $30,466
Comparison: 101 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)
Bedford, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Columbus, OH
Market: $25,402 – $30,466
Comparison: 10 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)
Columbus, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Porsche Panamera Base
North Olmsted, OH
Comparison: 9 similar vehicles
North Olmsted, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Steubenville, OH
Market: $26,858 – $28,914
Comparison: 18 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)
Steubenville, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Columbus, OH
Market: $25,402 – $30,466
Comparison: 11 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)
Columbus, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Marion, OH
Market: $25,402 – $30,466
Comparison: 126 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)
Marion, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Portsmouth, OH
Market: $25,402 – $30,466
Comparison: 70 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)
Portsmouth, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Bedford, OH
Market: $25,402 – $30,466
Comparison: 101 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)
Bedford, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Springfield, OH
Comparison: 4 similar vehicles
Springfield, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Amherst, OH
Market: $25,402 – $30,466
Comparison: 106 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)
Amherst, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Sylvania, OH
Comparison: 4 similar vehicles
Sylvania, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Findlay, OH
Market: $25,390 – $30,466
Comparison: 125 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)
Findlay, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Mansfield, OH
Market: $25,402 – $30,466
Comparison: 115 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)
Mansfield, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Cleveland Heights, OH
Market: $25,402 – $30,466
Comparison: 101 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)
Cleveland Heights, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Washington Court House, OH
Comparison: 3 similar vehicles
Washington Court House, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Washington Court House, OH
Comparison: 3 similar vehicles
Washington Court House, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Columbus, OH
Market: $25,402 – $30,466
Comparison: 11 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)
Columbus, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
North Canton, OH
Market: $25,402 – $30,466
Comparison: 101 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)
North Canton, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Cincinnati, OH
Market: $25,402 – $30,466
Comparison: 75 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)
Cincinnati, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback SE
Columbus, OH
Market: $25,402 – $30,466
Comparison: 10 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)
Columbus, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback XSE
Harrison, OH
Market: $30,644 – $32,314
Comparison: 16 similar vehicles
Competitively priced ~4% below the typical range compared to similar vehicles · 48 days listed (based on current market benchmarks)
Harrison, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback XSE
Columbus, OH
Comparison: 7 similar vehicles
Columbus, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback XSE
Cincinnati, OH
Comparison: 7 similar vehicles
Cincinnati, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Prius LE
Marion, OH
Market: $30,404 – $40,096
Comparison: 118 similar vehicles
Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 63 days listed (based on current market benchmarks)
Marion, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback XSE
Brecksville, OH
Market: $29,877 – $31,682
Comparison: 13 similar vehicles
Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 20 days listed (based on current market benchmarks)
Brecksville, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback XSE
Cleveland Heights, OH
Market: $29,863 – $31,682
Comparison: 12 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)
Cleveland Heights, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback XSE
Cleveland Heights, OH
Market: $29,863 – $31,682
Comparison: 12 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)
Cleveland Heights, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback XSE
Heath, OH
Comparison: 7 similar vehicles
Heath, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback XSE
Sylvania, OH
Comparison: 3 similar vehicles
Sylvania, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback XSE
Warren, OH
Market: $28,945 – $31,328
Comparison: 11 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)
Warren, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback XSE
Bedford, OH
Comparison: 3 similar vehicles
Bedford, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback XSE
Dublin, OH
Comparison: 7 similar vehicles
Dublin, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback XSE
Cincinnati, OH
Comparison: 7 similar vehicles
Cincinnati, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback XSE
Mansfield, OH
Market: $28,945 – $32,675
Comparison: 139 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)
Mansfield, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback XSE
Columbus, OH
Comparison: 6 similar vehicles
Columbus, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback XSE
Brecksville, OH
Market: $29,863 – $31,682
Comparison: 12 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)
Brecksville, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback XSE
Findlay, OH
Market: $28,945 – $32,976
Comparison: 152 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)
Findlay, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback XSE
Zanesville, OH
Market: $28,945 – $32,640
Comparison: 105 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)
Zanesville, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback XSE
Lancaster, OH
Comparison: 9 similar vehicles
Lancaster, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback XSE
Brunswick, OH
Market: $28,945 – $32,314
Comparison: 122 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)
Brunswick, OH
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Toyota Corolla Hatchback XSE
New Philadelphia, OH
Market: $28,945 – $32,314
Comparison: 114 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)
New Philadelphia, OH
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
- Dallas trucks — Live truck market example
- Los Angeles EVs — Live EV market example
- Phoenix SUVs — Live SUV market example
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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