Understand Business Like AI

Training Example: Liberty Walk – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Industry Context — Common BS Fingerprints in Automotive Dealerships & Sales
Generic Claims: best deals in town, lowest prices guaranteed, unbeatable value, number one dealer…
Red Flags: no FCA registration for finance advertising, stock photos instead of real vehicle images, no physical address or virtual dealership only, prices hidden or available on request only…
Semantic Drift Patterns: homepage claims premium but inventory is budget vehicles, claims specialist but stocks every make and model, homepage shows luxury brand imagery but sells economy cars, claims transparent pricing but no prices visible on listings…
Proof Expectations: FCA registration number for finance offerings, physical dealership address with photos, current vehicle inventory with real images and pricing, third-party review platform presence (AutoTrader, Google)…

Liberty Walk

(https://libertywalk.co.jp) 📸 Data Snapshot: May 27, 2026

Analyze the raw signals below. How would a machine score this business’s credibility?

Here are the exact signals captured from up to six pages of the site — the same raw inputs the evaluation engine analyzed. They are grouped by signal type so you can weigh each the way the machine does.

🏗️ Semantic Structure — heading hierarchy & page identity (Info Density · Commodity Fingerprint)
HOMEPAGE Liberty Walk | リバティーウォーク (https://libertywalk.co.jp)
Title

Liberty Walk | リバティーウォーク

Meta

Liberty Walk brings a revolution for car lovers.With a free spirit, we create custom styles for supercars, JDM legends, and timeless classics.Through our lifestyle products, goods, and miniature models,we share the joy of living with cars around the world.

H2 OFFICIAL DEALER
H2 USA
H2 THANK YOU
H2 YOKOTA AIR BASE FRIENDSHIP FESTIVAL 2026
H2 EVENT GALLERY
H2 WORLD GALLERY
H2 BODY KIT
H2 STOCK CAR
H2 ONLINE STORE
H2 We ship worldwide.
H2 EVENT
H2 WHAT'S NEW?
H2 LEISURE MAP 2026
H2 LIBERTY WALK OFFICIAL STORE
H2 NAGOYA / HQ
H2 TOKYO
H2 SAPPORO
H2 OSAKA
H2 KYOTO
H2 LB DRIVE-IN
H2 TOKYO EXPERIENCE
H2 Official Partner
H2 LIBERTY WALK Headquarters
H2 OPEN HOURS
H2 You Tube
H2 lb★nation HONDA CIVIC type R (FL5)
H2 STOCK CAR
H2 Event schedule
H2 イベントスケジュール
H2 LIBERTY WALK SAPPORO 1st Anniv
H2 LIBERTY WALK HQ KIDS EVENT
H2 LB-WORKS GT NISSAN 35GT-R Final Edition
H2 LB-Super Silhouette NISSAN 180SX
H2 KAIDO★WORKS R32 SKYLINE
H2 YOUTUBE 「渉塾」
H2 Contact US
H3 MENU
H3 MENU
H3 1-178 Setogawa-cho, Owariasahi-shi, Aichi-ken, 488-0023
H3 10:00~19:00
H3 Closed on Mon & Tue.
H3 What's New!
H3 ONLINE STORE NEW RELEASE!!
H3 LB-WORKS Lamborghini AVENTADOR-S Limited Edition
H3 LB-WORKS Ferrari F430
H3 LB-Silhouette WORKS Ferrari 458
H3 LB-WORKS Mclaren 720S Full Complete
H3 LB-WORKS Ferrari 458
H3 LB-WORKS Ferrari 512TR
H3 LB-Silhouette WORKS Lamborghini MURCIELAGO GT Evo
H3 LB-WORKS Lamborghini Huracán
H3 LB-Silhouette WORKS GT Lamborghini Huracán
H3 LB-WORKS Lamborghini Huracán
H3 LB-WORKS Ferrari 348 TB
H3 LB-WORKS NISSAN R35 GT-R Type2
H3 北海道札幌市中央区南三条西3丁目11-1
H3 6/13 Sat – 14 Sun
H3 HQ 愛知県尾張旭市瀬戸川町1丁目178番地
H3 5/30 Sat. – 31 Sun
H3 求人募集
H3 SNSでの情報発信をさらに加速させるため、撮影・動画編集スタッフを募集しています。LIBERTY WALKの世界観を映像で表現し、多くのファンとつながるクリエイティブな仕事です。自分の手で発信した作品が、世界の多くの人々に影響を与えるやりがいのある仕事です。
H3 LIBERTY WALK EC GLOBAL is NOW LIVE!!
H3 現在 求人を募集しております。募集要項、エントリーはこちらから
H4 ✉️ For International Customers
H4 Sunday
H4 10AM- 7PM
H4 Monday
H4 CLOSE
H4 Tuesday
H4 CLOSE
H4 Wednesday
H4 10AM – 7PM
H4 Thursday
H4 10AM – 7PM
H4 Friday
H4 10AM – 7PM
H4 Saturday
H4 10AM – 7PM
H4 Copyright Liberty Walk ©
H4 2026
H4 NEW
H4 NEW
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER World Gallery – LIBERTY WALK | リバティーウォーク (https://libertywalk.co.jp/world-gallery/)
Title

World Gallery – LIBERTY WALK | リバティーウォーク

H1 World Gallery
H2 OFFICIAL DEALER
H2 USA
H2 LIBERTY WALK Headquarters
H2 OPEN HOURS
H2 Contact US
H2 You Tube
H2 lb★nation HONDA CIVIC type R (FL5)
H2 STOCK CAR
H2 Event schedule
H2 イベントスケジュール
H2 LIBERTY WALK SAPPORO 1st Anniv
H2 LIBERTY WALK HQ KIDS EVENT
H2 LB-WORKS GT NISSAN 35GT-R Final Edition
H2 LB-Super Silhouette NISSAN 180SX
H2 KAIDO★WORKS R32 SKYLINE
H2 YOUTUBE 「渉塾」
H3 MENU
H3 MENU
H3 1-178 Setogawa-cho, Owariasahi-shi, Aichi-ken, 488-0023
H3 10:00~19:00
H3 Closed on Mon & Tue.
H3 What's New!
H3 ONLINE STORE NEW RELEASE!!
H3 LB-WORKS Lamborghini AVENTADOR-S Limited Edition
H3 LB-WORKS Ferrari F430
H3 LB-Silhouette WORKS Ferrari 458
H3 LB-WORKS Mclaren 720S Full Complete
H3 LB-WORKS Ferrari 458
H3 LB-WORKS Ferrari 512TR
H3 LB-Silhouette WORKS Lamborghini MURCIELAGO GT Evo
H3 LB-WORKS Lamborghini Huracán
H3 LB-Silhouette WORKS GT Lamborghini Huracán
H3 LB-WORKS Lamborghini Huracán
H3 LB-WORKS Ferrari 348 TB
H3 LB-WORKS NISSAN R35 GT-R Type2
H3 北海道札幌市中央区南三条西3丁目11-1
H3 6/13 Sat – 14 Sun
H3 HQ 愛知県尾張旭市瀬戸川町1丁目178番地
H3 5/30 Sat. – 31 Sun
H3 求人募集
H3 SNSでの情報発信をさらに加速させるため、撮影・動画編集スタッフを募集しています。LIBERTY WALKの世界観を映像で表現し、多くのファンとつながるクリエイティブな仕事です。自分の手で発信した作品が、世界の多くの人々に影響を与えるやりがいのある仕事です。
H3 LIBERTY WALK EC GLOBAL is NOW LIVE!!
H3 現在 求人を募集しております。募集要項、エントリーはこちらから
H4 Sunday
H4 10AM- 7PM
H4 Monday
H4 CLOSE
H4 Tuesday
H4 CLOSE
H4 Wednesday
H4 10AM – 7PM
H4 Thursday
H4 10AM – 7PM
H4 Friday
H4 10AM – 7PM
H4 Saturday
H4 10AM – 7PM
H4 Copyright Liberty Walk ©
H4 2026
H4 NEW
H4 NEW
NAV_HEADER_REPEATED_FOOTER World dealer – LIBERTY WALK | リバティーウォーク (https://libertywalk.co.jp/world-dealer/)
Title

World dealer – LIBERTY WALK | リバティーウォーク

H1 World dealer
H2 OFFICIAL DEALER
H2 USA
H2 ??
H2 ??
H2 The Performance Company（TPC）
H2 ??
H2 LTMotorwerks（LTMW）
H2 ??
H2 mastermind
H2 ??
H2 Bumper 2 Bumper
H2 ??
H2 Ayala Premium
H2 ??
H2 AGT SHOCK
H2 ??
H2 Infinite Motorsport
H2 ??
H2 ReinART.Design by SPS
H2 ??
H2 TAISEI SHOUKAI SDN BHD
H2 ??
H2 DZ Racing Performance Parts
H2 ??
H2 VOGUE industries
H2 ??
H2 Lager (BeiJing) Trading LTD
H2 ??
H2 RACE!
H2 ??
H2 JINPERFORMANCE-USA
H2 ??
H2 Awthentik
H2 ??
H2 TOP Secret
H2 LIBERTY WALK Headquarters
H2 OPEN HOURS
H2 Contact US
H2 You Tube
H2 lb★nation HONDA CIVIC type R (FL5)
H2 STOCK CAR
H2 Event schedule
H2 イベントスケジュール
H2 LIBERTY WALK SAPPORO 1st Anniv
H2 LIBERTY WALK HQ KIDS EVENT
H2 LB-WORKS GT NISSAN 35GT-R Final Edition
H2 LB-Super Silhouette NISSAN 180SX
H2 KAIDO★WORKS R32 SKYLINE
H2 YOUTUBE 「渉塾」
H3 MENU
H3 MENU
H3 1-178 Setogawa-cho, Owariasahi-shi, Aichi-ken, 488-0023
H3 10:00~19:00
H3 Closed on Mon & Tue.
H3 What's New!
H3 ONLINE STORE NEW RELEASE!!
H3 LB-WORKS Lamborghini AVENTADOR-S Limited Edition
H3 LB-WORKS Ferrari F430
H3 LB-Silhouette WORKS Ferrari 458
H3 LB-WORKS Mclaren 720S Full Complete
H3 LB-WORKS Ferrari 458
H3 LB-WORKS Ferrari 512TR
H3 LB-Silhouette WORKS Lamborghini MURCIELAGO GT Evo
H3 LB-WORKS Lamborghini Huracán
H3 LB-Silhouette WORKS GT Lamborghini Huracán
H3 LB-WORKS Lamborghini Huracán
H3 LB-WORKS Ferrari 348 TB
H3 LB-WORKS NISSAN R35 GT-R Type2
H3 北海道札幌市中央区南三条西3丁目11-1
H3 6/13 Sat – 14 Sun
H3 HQ 愛知県尾張旭市瀬戸川町1丁目178番地
H3 5/30 Sat. – 31 Sun
H3 求人募集
H3 SNSでの情報発信をさらに加速させるため、撮影・動画編集スタッフを募集しています。LIBERTY WALKの世界観を映像で表現し、多くのファンとつながるクリエイティブな仕事です。自分の手で発信した作品が、世界の多くの人々に影響を与えるやりがいのある仕事です。
H3 LIBERTY WALK EC GLOBAL is NOW LIVE!!
H3 現在 求人を募集しております。募集要項、エントリーはこちらから
H4 DEALER
H4 Exclusive Distributor
H4 tel:+44 1933 685840
H4 Distributor
H4 tel:+1 626 975 3350
H4 Distributor
H4 tel:+1 562 261 5971
H4 Distributor
H4 tel:+639178665000
H4 Distributor
H4 tel:+52 1 443 147 0177
H4 distributor
H4 tel:+886 3 369 1328
H4 distributor
H4 tel:+66 80 123 4878
H4 distributor
H4 tel:+852 3159 6800
H4 Distributor
H4 tel:+6017-6663221
H4 distributor
H4 tel: +632-8740-6863 tel: +632-7946-1665
H4 Distributor
H4 tel:+61 420 888 898
H4 Distributor
H4 tel:+86 158 1137 7722
H4 Distributor
H4 tel:+27 11 466 6666
H4 Dealer
H4 tel:+1 562 261 5971
H4 Dealer
H4 tel:+1 951 245 8729
H4 Dealer
H4 tel:+49 1777194746
H4 Sunday
H4 10AM- 7PM
H4 Monday
H4 CLOSE
H4 Tuesday
H4 CLOSE
H4 Wednesday
H4 10AM – 7PM
H4 Thursday
H4 10AM – 7PM
H4 Friday
H4 10AM – 7PM
H4 Saturday
H4 10AM – 7PM
H4 Copyright Liberty Walk ©
H4 2026
H4 NEW
H4 NEW
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER RECRUIT – LIBERTY WALK | リバティーウォーク (https://libertywalk.co.jp/recruit/)
Title

RECRUIT – LIBERTY WALK | リバティーウォーク

H2 OFFICIAL DEALER
H2 USA
H2 LIBERTY WALK RECRUIT
H2 LIBERTY WALK Headquarters
H2 OPEN HOURS
H2 Contact US
H2 You Tube
H2 lb★nation HONDA CIVIC type R (FL5)
H2 STOCK CAR
H2 Event schedule
H2 イベントスケジュール
H2 LIBERTY WALK SAPPORO 1st Anniv
H2 LIBERTY WALK HQ KIDS EVENT
H2 LB-WORKS GT NISSAN 35GT-R Final Edition
H2 LB-Super Silhouette NISSAN 180SX
H2 KAIDO★WORKS R32 SKYLINE
H2 YOUTUBE 「渉塾」
H3 MENU
H3 MENU
H3 We are hiring.
H3 求人募集
H3 応募資格
H3 勤務地・募集職種
H3 本社勤務（愛知県尾張旭市）
H3 LIBERTY WALK STORE 東京・原宿店
H3 LIBERTY WALK STORE 大阪
H3 LIBERTY WALK STORE 北海道・札幌
H3 LB Factory 静岡県 御殿場市
H3 車好き大歓迎！英語を話せる方を優遇します！
H3 Turn your bilingual skills into a global career. Join LIBERTY WALK.
H3 1-178 Setogawa-cho, Owariasahi-shi, Aichi-ken, 488-0023
H3 10:00~19:00
H3 Closed on Mon & Tue.
H3 What's New!
H3 ONLINE STORE NEW RELEASE!!
H3 LB-WORKS Lamborghini AVENTADOR-S Limited Edition
H3 LB-WORKS Ferrari F430
H3 LB-Silhouette WORKS Ferrari 458
H3 LB-WORKS Mclaren 720S Full Complete
H3 LB-WORKS Ferrari 458
H3 LB-WORKS Ferrari 512TR
H3 LB-Silhouette WORKS Lamborghini MURCIELAGO GT Evo
H3 LB-WORKS Lamborghini Huracán
H3 LB-Silhouette WORKS GT Lamborghini Huracán
H3 LB-WORKS Lamborghini Huracán
H3 LB-WORKS Ferrari 348 TB
H3 LB-WORKS NISSAN R35 GT-R Type2
H3 北海道札幌市中央区南三条西3丁目11-1
H3 6/13 Sat – 14 Sun
H3 HQ 愛知県尾張旭市瀬戸川町1丁目178番地
H3 5/30 Sat. – 31 Sun
H3 求人募集
H3 SNSでの情報発信をさらに加速させるため、撮影・動画編集スタッフを募集しています。LIBERTY WALKの世界観を映像で表現し、多くのファンとつながるクリエイティブな仕事です。自分の手で発信した作品が、世界の多くの人々に影響を与えるやりがいのある仕事です。
H3 LIBERTY WALK EC GLOBAL is NOW LIVE!!
H3 現在 求人を募集しております。募集要項、エントリーはこちらから
H4 〒488-0023 愛知県尾張旭市瀬戸川町1丁目178番地
H4 〒150-0001 東京都渋谷区神宮前四丁目26番3号
H4 大阪1号店： 〒550-0014 大阪市西区北堀江1-3-13 STAR HILLS 1F
H4 〒060-0063 北海道札幌市中央区南三条西3丁目11-1
H4 〒412-0047 静岡県御殿場市神場3丁目12
H4 Sunday
H4 10AM- 7PM
H4 Monday
H4 CLOSE
H4 Tuesday
H4 CLOSE
H4 Wednesday
H4 10AM – 7PM
H4 Thursday
H4 10AM – 7PM
H4 Friday
H4 10AM – 7PM
H4 Saturday
H4 10AM – 7PM
H4 Copyright Liberty Walk ©
H4 2026
H4 NEW
H4 NEW
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://libertywalk.co.jp) Liberty Walk | リバティーウォーク 
[H3] What's New!

[H3] ONLINE STORE NEW RELEASE!!

[IMG: 5-23-images00006]
[IMG: 5-23-images00007]

Days Hours Minutes Seconds

ONLINE STORE

[H2] You Tube

Thank you to everyone who joined us at America Fest 2026.
It turned out to be an incredible event, filled with amazing energy and so many wonderful smiles.

[H2] lb★nation HONDA CIVIC type R (FL5)

NEW BODY KIT

[H2] STOCK CAR

[H4] NEW

[H3] LB-WORKS Lamborghini AVENTADOR-S Limited Edition

[H3] LB-WORKS Ferrari F430

[H3] LB-Silhouette WORKS Ferrari 458

[IMG: LB-WORKS Mclaren 720S]

[H3] LB-WORKS Mclaren 720S Full Complete

[IMG: LB-WORKS Ferrari 458]

[H3] LB-WORKS Ferrari 458

[H4] NEW

[H3] LB-WORKS Ferrari 512TR

[H3] LB-Silhouette WORKS Lamborghini MURCIELAGO GT Evo

[H3] LB-WORKS Lamborghini Huracán

[IMG: LB-Silhouette WORKS GT Lamborghini Huracán]

[H3] LB-Silhouette WORKS GT Lamborghini Huracán

[H3] LB-WORKS Lamborghini Huracán

[H3] LB-WORKS Ferrari 348 TB

[H3] LB-WORKS NISSAN R35 GT-R Type2

New stock

[H2] Event schedule

[H2] イベントスケジュール

[IMG: 〒060-0063 北海道札幌市中央区南三条西3丁目11-1]

[H2] LIBERTY WALK SAPPORO 1st Anniv

[H3]
北海道札幌市中央区南三条西3丁目11-1

[H3]
6/13 Sat - 14 Sun

[IMG: LIBERTY WALK HQ KIDS EVENT]

[H2] LIBERTY WALK HQ KIDS EVENT

[H3]
HQ 愛知県尾張旭市瀬戸川町1丁目178番地

[H3]
5/30 Sat. - 31 Sun

[H2] LB-WORKS GT NISSAN 35GT-R Final Edition

NEW BODY KIT

[H2] LB-Super Silhouette NISSAN 180SX

[IMG: LB-Super-Silhouette-NISSAN-180SX]

NEW BODY KIT

[H3] 求人募集

メディア 撮影・動画編集

[H3] SNSでの情報発信をさらに加速させるため、撮影・動画編集スタッフを募集しています。LIBERTY WALKの世界観を映像で表現し、多くのファンとつながるクリエイティブな仕事です。自分の手で発信した作品が、世界の多くの人々に影響を与えるやりがいのある仕事です。

募集要項

エントリーフォームへ

[H3] LIBERTY WALK EC GLOBAL is NOW LIVE!!

EC STORE

[H2] KAIDO★WORKS R32 SKYLINE

BODY KIT

The new brand”KAIDO★WORKS” debut!【KAIDO★WORKS R32 SKYLINE】Big collaboration with @quadrant

[H2] YOUTUBE 「渉塾」

第27弾メンバーシップ動画?

Youtube メンバー登録はこちらから

We are hiring.

[H3] 現在 求人を募集しております。募集要項、エントリーはこちらから
2711 chars
SUB-PAGE · THIN (https://libertywalk.co.jp/world-gallery/) World Gallery – LIBERTY WALK | リバティーウォーク 
[H2] Contact US

Liberty Walkのカスタム、ボディーキット・公式グッズに関するご質問、購入のご相談などはお気軽にお問合せください。For questions about our body kit,custom car, installation for body kit, official goods etc,please feel free to contact us.
208 chars
SUB-PAGE · THIN (https://libertywalk.co.jp/world-dealer/) World dealer – LIBERTY WALK | リバティーウォーク 
[H2] Contact US

Liberty Walkのカスタム、ボディーキット・公式グッズに関するご質問、購入のご相談などはお気軽にお問合せください。For questions about our body kit,custom car, installation for body kit, official goods etc,please feel free to contact us.
208 chars
SUB-PAGE (https://libertywalk.co.jp/recruit/) RECRUIT – LIBERTY WALK | リバティーウォーク 
[H2] LIBERTY WALK RECRUIT

[H3] We are hiring.

[H3] 求人募集

LIBERTY WALKは楽しさとチームワークを大切にし、一緒に働く仲間を募集しています。あなたの才能と個性を発揮して、私たちと一緒にLIBERTY WALKを盛り上げましょう。Turn your bilingual skills into a global career. Join LIBERTY WALK.

[H3] 応募資格

※原則として、日本在住の方に限ります。※日本国内での就労が可能な方。※This position is open only to applicants currently residing in Japan.※Applicants must have legal authorization to work in Japan.

[H3] 勤務地・募集職種

下記の職種をクリックして、仕事内容や募集要項の確認、エントリーを行ってください。

[H3] 本社勤務（愛知県尾張旭市）

メディア 撮影・動画編集

事務処理社員

アパレル店員

自動車整備士

板金塗装（経験者優遇）

営業 (ボディキット・車両販売)

グラフィック・アパレルデザイナー

3Dモデリング製作者

[H4] 〒488-0023 愛知県尾張旭市瀬戸川町1丁目178番地

[H3] LIBERTY WALK STORE 東京・原宿店

アパレル店員 東京ストア

[H4] 〒150-0001 東京都渋谷区神宮前四丁目26番3号

[H3] LIBERTY WALK STORE 大阪

アパレル店員 大阪1号店 ストア

[H4] 大阪1号店： 〒550-0014 大阪市西区北堀江1-3-13 STAR HILLS 1F

[H3] LIBERTY WALK STORE 北海道・札幌

アパレル店員 札幌ストア

[H4]
〒060-0063 北海道札幌市中央区南三条西3丁目11-1

[H3] LB Factory 静岡県 御殿場市

エアロ製造スタッフ募集

[H4] 〒412-0047 静岡県御殿場市神場3丁目12

[H3] 車好き大歓迎！英語を話せる方を優遇します！

[H3] Turn your bilingual skills into a global career. Join LIBERTY WALK.
1302 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
12Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 3 0
/world-gallery/ 3 0
/world-dealer/ 3 0
/recruit/ 3 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema 
{
    "@context": "https://schema.org",
    "@graph": [
        {
            "@type": "WebPage",
            "@id": "https://libertywalk.co.jp/",
            "url": "https://libertywalk.co.jp/",
            "name": "Liberty Walk | リバティーウォーク",
            "isPartOf": {
                "@id": "https://libertywalk.co.jp/#website"
            },
            "about": {
                "@id": "https://libertywalk.co.jp/#organization"
            },
            "primaryImageOfPage": {
                "@id": "https://libertywalk.co.jp/#primaryimage"
            },
            "image": {
                "@id": "https://libertywalk.co.jp/#primaryimage"
            },
            "thumbnailUrl": "https://libertywalk.co.jp/wp-content/uploads/2023/06/cropped-2023-NEW-LOGO-LB-Liberty-walk-1.png",
            "datePublished": "2022-08-08T04:18:54+00:00",
            "dateModified": "2026-05-20T05:00:32+00:00",
            "description": "Liberty Walk brings a revolution for car lovers.With a free spirit, we create custom styles for supercars, JDM legends, and timeless classics.Through our lifestyle products, goods, and miniature models,we share the joy of living with cars around the world.",
            "breadcrumb": {
                "@id": "https://libertywalk.co.jp/#breadcrumb"
            },
            "inLanguage": "ja",
            "potentialAction": [
                {
                    "@type": "ReadAction",
                    "target": [
                        "https://libertywalk.co.jp/"
                    ]
                }
            ]
        },
        {
            "@type": "ImageObject",
            "inLanguage": "ja",
            "@id": "https://libertywalk.co.jp/#primaryimage",
            "url": "https://libertywalk.co.jp/wp-content/uploads/2023/06/cropped-2023-NEW-LOGO-LB-Liberty-walk-1.png",
            "contentUrl": "https://libertywalk.co.jp/wp-content/uploads/2023/06/cropped-2023-NEW-LOGO-LB-Liberty-walk-1.png",
            "width": 512,
            "height": 512,
            "caption": "NEW LOGO"
        },
        {
            "@type": "BreadcrumbList",
            "@id": "https://libertywalk.co.jp/#breadcrumb",
            "itemListElement": [
                {
                    "@type": "ListItem",
                    "position": 1,
                    "name": "Top"
                }
            ]
        },
        {
            "@type": "WebSite",
            "@id": "https://libertywalk.co.jp/#website",
            "url": "https://libertywalk.co.jp/",
            "name": "LIBERTY WALK | リバティーウォーク",
            "description": "Liberty Walk brings a revolution for car lovers.With a free spirit, we create custom styles for supercars, JDM legends, and timeless classics.Through our lifestyle products, goods, and miniature models,we share the joy of living with cars around the world.",
            "publisher": {
                "@id": "https://libertywalk.co.jp/#organization"
            },
            "alternateName": "LIBERTY WALK | リバティーウォーク",
            "potentialAction": [
                {
                    "@type": "SearchAction",
                    "target": {
                        "@type": "EntryPoint",
                        "urlTemplate": "https://libertywalk.co.jp/?s={search_term_string}"
                    },
                    "query-input": {
                        "@type": "PropertyValueSpecification",
                        "valueRequired": true,
                        "valueName": "search_term_string"
                    }
                }
            ],
            "inLanguage": "ja"
        },
        {
            "@type": "Organization",
            "@id": "https://libertywalk.co.jp/#organization",
            "name": "Liberty Walk",
            "url": "https://libertywalk.co.jp/",
            "logo": {
                "@type": "ImageObject",
                "inLanguage": "ja",
                "@id": "https://libertywalk.co.jp/#/schema/logo/image/",
                "url": "https://libertywalk.co.jp/wp-content/uploads/2023/06/cropped-2023-NEW-LOGO-LB-Liberty-walk-1.png",
                "contentUrl": "https://libertywalk.co.jp/wp-content/uploads/2023/06/cropped-2023-NEW-LOGO-LB-Liberty-walk-1.png",
                "width": 512,
                "height": 512,
                "caption": "Liberty Walk"
            },
            "image": {
                "@id": "https://libertywalk.co.jp/#/schema/logo/image/"
            },
            "sameAs": [
                "https://www.instagram.com/libertywalkkato/"
            ]
        }
    ]
}
/world-gallery/ 
{
    "@context": "https://schema.org",
    "@graph": [
        {
            "@type": "WebPage",
            "@id": "https://libertywalk.co.jp/world-gallery/",
            "url": "https://libertywalk.co.jp/world-gallery/",
            "name": "World Gallery - LIBERTY WALK | リバティーウォーク",
            "isPartOf": {
                "@id": "https://libertywalk.co.jp/#website"
            },
            "datePublished": "2022-09-30T06:32:19+00:00",
            "dateModified": "2026-04-01T02:17:43+00:00",
            "breadcrumb": {
                "@id": "https://libertywalk.co.jp/world-gallery/#breadcrumb"
            },
            "inLanguage": "ja",
            "potentialAction": [
                {
                    "@type": "ReadAction",
                    "target": [
                        "https://libertywalk.co.jp/world-gallery/"
                    ]
                }
            ]
        },
        {
            "@type": "BreadcrumbList",
            "@id": "https://libertywalk.co.jp/world-gallery/#breadcrumb",
            "itemListElement": [
                {
                    "@type": "ListItem",
                    "position": 1,
                    "name": "Top",
                    "item": "https://libertywalk.co.jp/"
                },
                {
                    "@type": "ListItem",
                    "position": 2,
                    "name": "World Gallery"
                }
            ]
        },
        {
            "@type": "WebSite",
            "@id": "https://libertywalk.co.jp/#website",
            "url": "https://libertywalk.co.jp/",
            "name": "LIBERTY WALK | リバティーウォーク",
            "description": "Liberty Walk brings a revolution for car lovers.With a free spirit, we create custom styles for supercars, JDM legends, and timeless classics.Through our lifestyle products, goods, and miniature models,we share the joy of living with cars around the world.",
            "publisher": {
                "@id": "https://libertywalk.co.jp/#organization"
            },
            "alternateName": "LIBERTY WALK | リバティーウォーク",
            "potentialAction": [
                {
                    "@type": "SearchAction",
                    "target": {
                        "@type": "EntryPoint",
                        "urlTemplate": "https://libertywalk.co.jp/?s={search_term_string}"
                    },
                    "query-input": {
                        "@type": "PropertyValueSpecification",
                        "valueRequired": true,
                        "valueName": "search_term_string"
                    }
                }
            ],
            "inLanguage": "ja"
        },
        {
            "@type": "Organization",
            "@id": "https://libertywalk.co.jp/#organization",
            "name": "Liberty Walk",
            "url": "https://libertywalk.co.jp/",
            "logo": {
                "@type": "ImageObject",
                "inLanguage": "ja",
                "@id": "https://libertywalk.co.jp/#/schema/logo/image/",
                "url": "https://libertywalk.co.jp/wp-content/uploads/2023/06/cropped-2023-NEW-LOGO-LB-Liberty-walk-1.png",
                "contentUrl": "https://libertywalk.co.jp/wp-content/uploads/2023/06/cropped-2023-NEW-LOGO-LB-Liberty-walk-1.png",
                "width": 512,
                "height": 512,
                "caption": "Liberty Walk"
            },
            "image": {
                "@id": "https://libertywalk.co.jp/#/schema/logo/image/"
            },
            "sameAs": [
                "https://www.instagram.com/libertywalkkato/"
            ]
        }
    ]
}
/world-dealer/ 
{
    "@context": "https://schema.org",
    "@graph": [
        {
            "@type": "WebPage",
            "@id": "https://libertywalk.co.jp/world-dealer/",
            "url": "https://libertywalk.co.jp/world-dealer/",
            "name": "World dealer - LIBERTY WALK | リバティーウォーク",
            "isPartOf": {
                "@id": "https://libertywalk.co.jp/#website"
            },
            "primaryImageOfPage": {
                "@id": "https://libertywalk.co.jp/world-dealer/#primaryimage"
            },
            "image": {
                "@id": "https://libertywalk.co.jp/world-dealer/#primaryimage"
            },
            "thumbnailUrl": "https://libertywalk.co.jp/wp-content/uploads/2023/03/lbeuro.png",
            "datePublished": "2022-10-04T07:05:13+00:00",
            "dateModified": "2026-05-20T00:51:49+00:00",
            "breadcrumb": {
                "@id": "https://libertywalk.co.jp/world-dealer/#breadcrumb"
            },
            "inLanguage": "ja",
            "potentialAction": [
                {
                    "@type": "ReadAction",
                    "target": [
                        "https://libertywalk.co.jp/world-dealer/"
                    ]
                }
            ]
        },
        {
            "@type": "ImageObject",
            "inLanguage": "ja",
            "@id": "https://libertywalk.co.jp/world-dealer/#primaryimage",
            "url": "https://libertywalk.co.jp/wp-content/uploads/2023/03/lbeuro.png",
            "contentUrl": "https://libertywalk.co.jp/wp-content/uploads/2023/03/lbeuro.png",
            "width": 647,
            "height": 102,
            "caption": "Liberty walk EUROPE"
        },
        {
            "@type": "BreadcrumbList",
            "@id": "https://libertywalk.co.jp/world-dealer/#breadcrumb",
            "itemListElement": [
                {
                    "@type": "ListItem",
                    "position": 1,
                    "name": "Top",
                    "item": "https://libertywalk.co.jp/"
                },
                {
                    "@type": "ListItem",
                    "position": 2,
                    "name": "World dealer"
                }
            ]
        },
        {
            "@type": "WebSite",
            "@id": "https://libertywalk.co.jp/#website",
            "url": "https://libertywalk.co.jp/",
            "name": "LIBERTY WALK | リバティーウォーク",
            "description": "Liberty Walk brings a revolution for car lovers.With a free spirit, we create custom styles for supercars, JDM legends, and timeless classics.Through our lifestyle products, goods, and miniature models,we share the joy of living with cars around the world.",
            "publisher": {
                "@id": "https://libertywalk.co.jp/#organization"
            },
            "alternateName": "LIBERTY WALK | リバティーウォーク",
            "potentialAction": [
                {
                    "@type": "SearchAction",
                    "target": {
                        "@type": "EntryPoint",
                        "urlTemplate": "https://libertywalk.co.jp/?s={search_term_string}"
                    },
                    "query-input": {
                        "@type": "PropertyValueSpecification",
                        "valueRequired": true,
                        "valueName": "search_term_string"
                    }
                }
            ],
            "inLanguage": "ja"
        },
        {
            "@type": "Organization",
            "@id": "https://libertywalk.co.jp/#organization",
            "name": "Liberty Walk",
            "url": "https://libertywalk.co.jp/",
            "logo": {
                "@type": "ImageObject",
                "inLanguage": "ja",
                "@id": "https://libertywalk.co.jp/#/schema/logo/image/",
                "url": "https://libertywalk.co.jp/wp-content/uploads/2023/06/cropped-2023-NEW-LOGO-LB-Liberty-walk-1.png",
                "contentUrl": "https://libertywalk.co.jp/wp-content/uploads/2023/06/cropped-2023-NEW-LOGO-LB-Liberty-walk-1.png",
                "width": 512,
                "height": 512,
                "caption": "Liberty Walk"
            },
            "image": {
                "@id": "https://libertywalk.co.jp/#/schema/logo/image/"
            },
            "sameAs": [
                "https://www.instagram.com/libertywalkkato/"
            ]
        }
    ]
}
/recruit/ 
{
    "@context": "https://schema.org",
    "@graph": [
        {
            "@type": "WebPage",
            "@id": "https://libertywalk.co.jp/recruit/",
            "url": "https://libertywalk.co.jp/recruit/",
            "name": "RECRUIT - LIBERTY WALK | リバティーウォーク",
            "isPartOf": {
                "@id": "https://libertywalk.co.jp/#website"
            },
            "datePublished": "2023-09-16T06:47:11+00:00",
            "dateModified": "2026-04-21T07:15:09+00:00",
            "breadcrumb": {
                "@id": "https://libertywalk.co.jp/recruit/#breadcrumb"
            },
            "inLanguage": "ja",
            "potentialAction": [
                {
                    "@type": "ReadAction",
                    "target": [
                        "https://libertywalk.co.jp/recruit/"
                    ]
                }
            ]
        },
        {
            "@type": "BreadcrumbList",
            "@id": "https://libertywalk.co.jp/recruit/#breadcrumb",
            "itemListElement": [
                {
                    "@type": "ListItem",
                    "position": 1,
                    "name": "Top",
                    "item": "https://libertywalk.co.jp/"
                },
                {
                    "@type": "ListItem",
                    "position": 2,
                    "name": "RECRUIT"
                }
            ]
        },
        {
            "@type": "WebSite",
            "@id": "https://libertywalk.co.jp/#website",
            "url": "https://libertywalk.co.jp/",
            "name": "LIBERTY WALK | リバティーウォーク",
            "description": "Liberty Walk brings a revolution for car lovers.With a free spirit, we create custom styles for supercars, JDM legends, and timeless classics.Through our lifestyle products, goods, and miniature models,we share the joy of living with cars around the world.",
            "publisher": {
                "@id": "https://libertywalk.co.jp/#organization"
            },
            "alternateName": "LIBERTY WALK | リバティーウォーク",
            "potentialAction": [
                {
                    "@type": "SearchAction",
                    "target": {
                        "@type": "EntryPoint",
                        "urlTemplate": "https://libertywalk.co.jp/?s={search_term_string}"
                    },
                    "query-input": {
                        "@type": "PropertyValueSpecification",
                        "valueRequired": true,
                        "valueName": "search_term_string"
                    }
                }
            ],
            "inLanguage": "ja"
        },
        {
            "@type": "Organization",
            "@id": "https://libertywalk.co.jp/#organization",
            "name": "Liberty Walk",
            "url": "https://libertywalk.co.jp/",
            "logo": {
                "@type": "ImageObject",
                "inLanguage": "ja",
                "@id": "https://libertywalk.co.jp/#/schema/logo/image/",
                "url": "https://libertywalk.co.jp/wp-content/uploads/2023/06/cropped-2023-NEW-LOGO-LB-Liberty-walk-1.png",
                "contentUrl": "https://libertywalk.co.jp/wp-content/uploads/2023/06/cropped-2023-NEW-LOGO-LB-Liberty-walk-1.png",
                "width": 512,
                "height": 512,
                "caption": "Liberty Walk"
            },
            "image": {
                "@id": "https://libertywalk.co.jp/#/schema/logo/image/"
            },
            "sameAs": [
                "https://www.instagram.com/libertywalkkato/"
            ]
        }
    ]
}

Your Diagnosis

Before revealing the machine’s verdict, predict the BS score for each signal. Higher = more BS (more fluff, less verifiable substance). Drag each slider, then submit to compare your judgment against the engine.

Information Density 0 / 30
Read the Narrative & headings: do hard facts (prices, dates, numbers) outweigh fluff power-words?
Semantic Coherence 0 / 20
Compare the homepage promise against the sub-page reality. Do they hold the same line?
Trust & Proof 0 / 20
Weigh review mentions against actual external proof links. Claims without verification = theatre.
Commodity Fingerprint 0 / 15
Check headings & narrative against the industry clichés in the setup above.
Identity & Authority 0 / 15
Inspect the schema: is there real Organization/Person identity with sameAs links, or gaps?
Your predicted BS score 0 / 100
💡 Stuck? Reveal the heuristic lens — how the deterministic page-auditor reads each signal (no AI, pure pattern rules)

These are the structural rules a local, deterministic auditor applies — the same lens you can use to judge each signal. They describe what to look for, not this company’s result.

Information Density

Classify each sentence as substantive or hollow. Grounding markers — numbers, currencies, dates, technical units, named entities — outweigh marketing adjectives. When fluff sits right next to hard evidence, the fluff is forgiven.

Semantic Alignment

Pull the main entities out of the H1, then check whether they actually recur through the body. A page that announces one thing and then talks about another drifts. Headings with no real sentences underneath read as pseudo-substance.

Trust & Proof

Count trust words (review, testimonial, rating, verified) against real outbound proof links (Google, Trustpilot, Clutch, G2, Yelp). Lots of trust language with zero verification links is trust theatre. Unlinked logo galleries count against it.

Commodity Fingerprint

Look at how much sentence length varies. Natural writing varies its rhythm; templated or mass-produced copy is statistically uniform. Very low variation reads as commodity content — unless unique named entities break the pattern.

Identity & Authority

Inspect the JSON-LD. Is there an Organization or Person schema, and does it carry sameAs links to real external profiles (LinkedIn, socials)? Missing schema or no identity declaration signals an anonymous entity.

Want to apply this lens yourself? The free BS Indicator Chrome extension runs these heuristic checks live on any page. Bear in mind it is a single-page, deterministic tool — it relies only on pattern rules for the page in front of it and does not perform the cross-page semantic correlation this audit uses, so its readout is a starting lens, not the full verdict.

B
BS Level
Automotive Dealerships & Sales
42.5 Avg BS

Based on 316 businesses audited.

BS Detector

Automotive Dealerships & Sales BS: Liberty Walk (libertywalk.co.jp)

https://libertywalk.co.jp 📍 Industry: Automotive Dealerships & Sales
25 BS / 100

Liberty Walk is a rare example of a site that leads with substance, leveraging a massive global dealer network as its primary proof point. The bullshit score is kept low by high specificity in product listings and a clear, non-generic brand identity. It avoids almost all common automotive dealer traps by focusing on brand-specific nomenclature.

Info Density Power-words vs. Substance ratio.
6
20% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
3
15% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
9
45% BS
Commodity Fingerprint Detection of industry clichés/templates.
2
13% BS
Identity & Authority Expert verifiability & Schema depth.
5
33% BS

Implement Person schema for the founder to link his public footprint to the brand identity in the structured data. Integrate third-party review widgets from Google or specialized automotive forums to validate the current review count with proof links. Consolidate repetitive H2 headings on the World Gallery page to improve semantic structure. Add a dedicated media section that links to external automotive features or magazine coverage to further bolster external validation.

The website aligns perfectly with the automotive customization and high-end sales sector. The primary signal identifies specific supercar brands and JDM legends, which are backed by physical stock lists and a global dealer network.

“The BS score of 25 is driven primarily by the Trust Theatre pillar due to the trust_theatre_flag being active without external proof links. Minor points were also added for the minimal Schema.org implementation and repetitive concept headings across sub-pages. Overall, the site is highly substantive, geographically verified, and technically transparent.”

Verified Analysis Date: May 27, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Analysis Disclosure & Source Attribution

This training module utilizes a snapshot of public data from Liberty Walk, captured on May 27, 2026, to demonstrate how machine logic evaluates different types of business narratives.

Purpose: This data is presented under “Fair Use” / “Educational Exception” for the purpose of forensic semantic analysis, allowing users to compare human intuition against machine-generated evaluations.

Notice to Liberty Walk: This analysis is part of a non-adversarial audit conducted by 1 Euro SEO. The results provided by 1EuroSEO are intended as professional feedback to help improve any website’s machine-readability and authority signals. The 1EuroSEO BS Detection Tool is a free tool, and anyone can test any company to see how their content is interpreted by AI models.

Any company can use the insights for free and improve its voice by comparing it to industry clichés or competitors. When a company has updated its content, it can always submit a new audit request, which will be reflected in a new current score.

To all users: You are encouraged to visit the live site at https://libertywalk.co.jp to view the most current version of its content and learn from the source what this company is about and what it offers.

Brand AI Reputation