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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 25, 2026

6M+

Unique vehicles analyzed

as of October 25, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

247 listings found

2016 Toyota Corolla LE

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

2016 Toyota Corolla LE

Claremont, NH

UnscoredRobust · 96
$6,000189,000 mi

Comparison: 96 similar vehicles

Claremont, NH

1999 Toyota Tacoma Base

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

1999 Toyota Tacoma Base

Claremont, NH

UnscoredInsufficient · 0
$9,995141,948 mi

Claremont, NH

2015 Toyota Corolla LE

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

2015 Toyota Corolla LE

Claremont, NH

UnscoredInsufficient · 4
$12,963105,127 mi

Comparison: 4 similar vehicles

Claremont, NH

2017 Toyota Sienna LE

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

2017 Toyota Sienna LE

Claremont, NH

Fair PriceModerate · 38
$18,721114,261 mi

Market: $7,796 – $22,003

Comparison: 38 similar vehicles

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

Claremont, NH

2013 Toyota Tacoma Base

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

2013 Toyota Tacoma Base

Claremont, NH

UnscoredLimited · 8
$21,33944,872 mi

Comparison: 8 similar vehicles

Claremont, NH

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Claremont, NH

UnscoredInsufficient · 4
$21,92122,479 mi

Comparison: 4 similar vehicles

Claremont, NH

2017 Toyota RAV4 Limited

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

2017 Toyota RAV4 Limited

Claremont, NH

Fair PriceRobust · 63
$22,99765,384 mi

Market: $14,995 – $25,998

Comparison: 63 similar vehicles

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

Claremont, NH

2019 Toyota RAV4 XLE

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

2019 Toyota RAV4 XLE

Claremont, NH

UnscoredLimited · 6
$24,49776,140 mi

Comparison: 6 similar vehicles

Claremont, NH

2024 Toyota Camry LE

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

2024 Toyota Camry LE

Claremont, NH

Fair PriceModerate · 25
$24,60762,104 mi

Market: $16,885 – $30,294

Comparison: 25 similar vehicles

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

Claremont, NH

2020 Toyota RAV4 XLE

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

2020 Toyota RAV4 XLE

Claremont, NH

Fair PriceRobust · 152
$24,64379,267 mi

Market: $14,995 – $27,497

Comparison: 152 similar vehicles

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

Claremont, NH

2019 Toyota RAV4 XLE

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

2019 Toyota RAV4 XLE

Claremont, NH

UnscoredLimited · 6
$24,71575,526 mi

Comparison: 6 similar vehicles

Claremont, NH

2021 Toyota RAV4 LE

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

2021 Toyota RAV4 LE

Claremont, NH

Fair PriceLimited · 19
$25,00064,000 mi

Market: $24,733 – $26,008

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 451 days listed (based on current market benchmarks)

Claremont, NH

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Claremont, NH

Fair PriceModerate · 47
$25,361Mileage not verified

Market: $24,656 – $33,748

Comparison: 47 similar vehicles

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

Claremont, NH

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Claremont, NH

Fair PriceModerate · 47
$25,506Mileage not verified

Market: $24,656 – $33,748

Comparison: 47 similar vehicles

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

Claremont, NH

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Claremont, NH

Fair PriceModerate · 47
$25,506Mileage not verified

Market: $24,656 – $33,748

Comparison: 47 similar vehicles

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

Claremont, NH

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Claremont, NH

Fair PriceModerate · 47
$25,506Mileage not verified

Market: $24,656 – $33,748

Comparison: 47 similar vehicles

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

Claremont, NH

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Claremont, NH

Fair PriceModerate · 47
$25,506Mileage not verified

Market: $24,656 – $33,748

Comparison: 47 similar vehicles

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

Claremont, NH

2019 Toyota Highlander XLE

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

2019 Toyota Highlander XLE

Claremont, NH

UnscoredLimited · 9
$26,30574,445 mi

Comparison: 9 similar vehicles

Claremont, NH

2021 Toyota RAV4 XLE

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

2021 Toyota RAV4 XLE

Claremont, NH

UnscoredInsufficient · 3
$26,42392,408 mi

Comparison: 3 similar vehicles

Claremont, NH

2027 Toyota Corolla SE

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

2027 Toyota Corolla SE

Claremont, NH

Fair PriceLimited · 13
$27,801Mileage not verified

Market: $27,022 – $29,768

Comparison: 13 similar vehicles

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

Claremont, NH

2024 Toyota Corolla Hatchback XSE

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

2024 Toyota Corolla Hatchback XSE

Claremont, NH

UnscoredLimited · 5
$28,27110,488 mi

Comparison: 5 similar vehicles

Claremont, NH

2027 Toyota Corolla

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

2027 Toyota Corolla

Claremont, NH

UnscoredInsufficient · 0
$28,844Mileage not verified

Claremont, NH

2022 Toyota Tacoma TRD Sport

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

2022 Toyota Tacoma TRD Sport

Claremont, NH

UnscoredRobust · 52
$29,500134,439 mi

Comparison: 52 similar vehicles

Claremont, NH

2024 Toyota Camry SE

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

2024 Toyota Camry SE

Claremont, NH

Fair PriceRobust · 94
$29,79225,333 mi

Market: $26,579 – $34,757

Comparison: 94 similar vehicles

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

Claremont, NH

2023 Toyota Camry XSE

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

2023 Toyota Camry XSE

Claremont, NH

UnscoredLimited · 7
$29,82848,495 mi

Comparison: 7 similar vehicles

Claremont, NH

2026 Toyota Tacoma SR

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

2026 Toyota Tacoma SR

Claremont, NH

Great DealLimited · 10
$30,654397 mi

Market: $33,997 – $36,920

Comparison: 10 similar vehicles

Competitively priced ~10% below the typical range compared to similar vehicles · 37 days listed (based on current market benchmarks)

Claremont, NH

2023 Toyota RAV4 XLE

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

2023 Toyota RAV4 XLE

Claremont, NH

Fair PriceRobust · 67
$30,83058,796 mi

Market: $24,572 – $32,973

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Claremont, NH

2019 Toyota 4Runner SR5

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

2019 Toyota 4Runner SR5

Claremont, NH

Fair PriceModerate · 37
$30,93594,242 mi

Market: $22,995 – $34,495

Comparison: 37 similar vehicles

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

Claremont, NH

2023 Toyota RAV4 XLE

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

2023 Toyota RAV4 XLE

Claremont, NH

UnscoredInsufficient · 4
$31,71866,688 mi

Comparison: 4 similar vehicles

Claremont, NH

2024 Toyota RAV4 XLE

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

2024 Toyota RAV4 XLE

Claremont, NH

UnscoredLimited · 6
$31,98548,514 mi

Comparison: 6 similar vehicles

Claremont, NH

2017 Toyota Tacoma TRD Off Road

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

2017 Toyota Tacoma TRD Off Road

Claremont, NH

UnscoredModerate · 40
$32,000185,002 mi

Comparison: 40 similar vehicles

Claremont, NH

2026 Toyota Camry LE

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

2026 Toyota Camry LE

Claremont, NH

OverpricedModerate · 21
$32,08225,661 mi

Market: $26,908 – $31,977

Comparison: 21 similar vehicles

Claremont, NH

2027 Toyota Corolla XSE

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

2027 Toyota Corolla XSE

Claremont, NH

Fair PriceRobust · 65
$32,091Mileage not verified

Market: $29,497 – $39,044

Comparison: 65 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Claremont, NH

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Claremont, NH

Fair PriceModerate · 41
$32,149Mileage not verified

Market: $30,742 – $36,115

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Claremont, NH

2016 Toyota Tundra SR5

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

2016 Toyota Tundra SR5

Claremont, NH

UnscoredLimited · 5
$32,45768,797 mi

Comparison: 5 similar vehicles

Claremont, NH

2022 Toyota 4Runner SR5

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

2022 Toyota 4Runner SR5

Claremont, NH

Fair PriceModerate · 24
$32,79678,076 mi

Market: $28,555 – $36,086

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 87 days listed (based on current market benchmarks)

Claremont, NH

2026 Toyota Corolla Cross LE

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

2026 Toyota Corolla Cross LE

Claremont, NH

OverpricedLimited · 12
$33,278Mileage not verified

Market: $30,703 – $33,187

Comparison: 12 similar vehicles

Claremont, NH

2023 Toyota RAV4 XLE Premium

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

2023 Toyota RAV4 XLE Premium

Claremont, NH

Fair PriceModerate · 32
$34,11648,815 mi

Market: $32,254 – $37,995

Comparison: 32 similar vehicles

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

Claremont, NH

2024 Toyota Tacoma SR5

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

2024 Toyota Tacoma SR5

Claremont, NH

UnscoredInsufficient · 3
$34,93367,150 mi

Comparison: 3 similar vehicles

Claremont, NH

2026 Toyota Corolla Cross XLE

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

2026 Toyota Corolla Cross XLE

Claremont, NH

Fair PriceLimited · 13
$35,218Mileage not verified

Market: $34,619 – $37,108

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Claremont, NH

2026 Toyota Corolla Cross XLE

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

2026 Toyota Corolla Cross XLE

Claremont, NH

Fair PriceLimited · 13
$35,468Mileage not verified

Market: $34,619 – $37,108

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Claremont, NH

2026 Toyota Prius Plug-in Hybrid SE

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

2026 Toyota Prius Plug-in Hybrid SE

Claremont, NH

UnscoredInsufficient · 0
$35,476Mileage not verified

Claremont, NH

2027 Toyota Camry SE

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

2027 Toyota Camry SE

Claremont, NH

UnscoredLimited · 8
$35,554Mileage not verified

Comparison: 8 similar vehicles

Claremont, NH

2026 Toyota Corolla Cross XLE

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

2026 Toyota Corolla Cross XLE

Claremont, NH

Fair PriceLimited · 13
$35,557Mileage not verified

Market: $34,619 – $37,108

Comparison: 13 similar vehicles

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

Claremont, NH

2026 Toyota RAV4 LE

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

2026 Toyota RAV4 LE

Claremont, NH

Fair PriceModerate · 28
$35,652Mileage not verified

Market: $34,163 – $36,523

Comparison: 28 similar vehicles

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

Claremont, NH

2026 Toyota RAV4 LE

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

2026 Toyota RAV4 LE

Claremont, NH

Fair PriceModerate · 28
$35,652Mileage not verified

Market: $34,163 – $36,523

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Claremont, NH

2026 Toyota RAV4 LE

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

2026 Toyota RAV4 LE

Claremont, NH

Fair PriceModerate · 28
$35,652Mileage not verified

Market: $34,163 – $36,523

Comparison: 28 similar vehicles

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

Claremont, NH

2026 Toyota Corolla Cross XLE

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

2026 Toyota Corolla Cross XLE

Claremont, NH

Fair PriceLimited · 13
$36,123Mileage not verified

Market: $34,619 – $37,108

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Claremont, NH

2026 Toyota RAV4 LE

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

2026 Toyota RAV4 LE

Claremont, NH

Fair PriceModerate · 28
$36,127Mileage not verified

Market: $34,163 – $36,523

Comparison: 28 similar vehicles

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

Claremont, NH

2026 Toyota Corolla Cross XLE

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

2026 Toyota Corolla Cross XLE

Claremont, NH

Fair PriceLimited · 13
$36,373Mileage not verified

Market: $34,619 – $37,108

Comparison: 13 similar vehicles

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

Claremont, NH

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. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. 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.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

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 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, and exports.
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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