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Thunderbit 共同創業者兼CEO

Shuai
Guan.

今は創業者。その前はプロダクトマネージャー。そして空いた時間には写真家。

雑然としたオープンウェブを、AIエージェントが信頼できるクリーンで構造化されたデータに変えています。200,000+ のユーザーが毎月数千万ページを抽出しており、現在は API・MCP server・CLI を通じて開発者にも開放しています。

200K+

セールス・EC・リサーチ・オペレーションにわたるユーザー

数千万/mo

毎月抽出されるページ数

3つの方法

開発者向け：API · MCP server · CLI

▲#1 Product of the Week · Product Hunt

導入企業のチーム

HarvardMITAdidasBCGGrammarlyAccenturePuma

創業者 2024年〜

共同創業者兼CEO · AI ウェブデータプラットフォーム

Thunderbit は、雑然と絶えず変化するウェブサイトを、AIエージェントやパイプラインが信頼できるクリーンで構造化されたデータに変えます。ノーコードの AI ウェブスクレイパーとして始まり、現在は Web Data API・MCP server・CLI を通じて開発者にも開放されています。

Distill — HTML → Markdown Extract — schema'd JSON/CSV Web Data API MCP server CLI

4.2★ Chrome Web Store185 ratings · 200K users #1 Product HuntProduct of the Week 4.1★ G26 reviews 4.7★ GetApp7 reviews 4.7★ Capterra7 reviews

プロダクトマネージャーそれ以前

Jet.com → Walmart↗

プロダクトマネージャー

Marc Lore が創業した EC スタートアップ。カート単位の動的な価格設定を軸に構築され、2016 年に Walmart が約 33 億ドルで買収してオンライン事業を加速させた。

Horizon Robotics↗

プロダクトリード

スマートカー向けに省電力プロセッサを開発する中国の AI チップ企業。Journey シリーズが ADAS と自動運転を大規模に支えている。

Automation Anywhere↗

プロダクトマネージャー

ロボティック・プロセス・オートメーション（RPA）のリーダー。AI を活用したソフトウェアボットが、企業全体の反復的でルールベースの業務を自動化する。

学歴

University of Michigan Ann Arbor

産業・オペレーション工学 B.S.E.

2014

お気軽にどうぞ.

エージェントやデータワークフローを構築している方も、ウェブデータについて意見交換したいだけの方も、いつでもメッセージをお待ちしています。

お問い合わせ ↗

オフの時間に

ギャラリー.

ストリート・トラベル・フィルムを中心に撮りためた一連の作品。開発の合間に。

Tuchong で全アーカイブを見る ↗

Sunlit granite cliff above a snowy meadow — Winter Valley Light

空撮 08

A smoke-shrouded city skyline from above — Orange Sky Day

A lone swimmer on dark open water — Adrift In Darkness

A waterfront city skyline at dusk — City At Golden Hour

The Shanghai skyline and Oriental Pearl Tower in haze — Pearl In The Haze

Shanghai high-rises seen from above in fog — Towers In Fog

Lower Manhattan seen through observation-deck mesh — Grid Behind Glass

A high view over Chicago toward the lake — Chicago From Above

A smoking chimney amid a sprawling city from above — Smokestack City

風景 15

A couple under a tree at sunset — Evening By The Lake

A child running across a tidal flat — Small Against The Storm

A lone swing in a flooded lake — Swing On Water

A vulture perched on bare branches — Lone Sentinel

Three giraffes on the savanna — Savanna Trio

A fly fisher standing in a lake — The Lone Angler

A red rose on the beach beside a pier — Rose At Low Tide

Sunlit red sandstone cliffs against a deep blue sky — Sunlit Sandstone

Silky water rushing between boulders in a green river — Silk Over Stone

The Colorado River curving around Horseshoe Bend at sunrise — Horseshoe Bend

The sandstone buttes of Monument Valley under blue sky — Desert Monuments

A sweeping view across the Grand Canyon — Canyon Expanse

Dawn light over the Grand Canyon with a bare tree — Canyon Dawn

A surfer crossing a sunlit beach into the glare — Into The Light

A woman on a boardwalk bench watching the sea at dawn — Boardwalk Morning

ストリート 21

A lone walker in a snowstorm — Snowbound Skyline

A woman facing the Flatiron building — Flatiron Afternoon

Diners seen through a cafe window — Bar And Burger

A man walking along a pier ledge — Walking The Edge

A man at a tourism information booth — Grand Central Information

A costumed mannequin in a shop window — Liberty Winter Sale

An old man with a cane — Elder At Square

A vintage payphone in a booth — Push For Coin

An alley reflected in a shop window — Window Reflections

Workers loading brush onto a cart — Roadside Labor

A vintage theater marquee — A Taste Of Paradise

Autumn sunlight through trees — Backlit Autumn

Two budgies in a backlit birdcage — Caged Pair

A woman in a sun hat reading in a city park — Park Reader

A street clock blurred in motion — Time In Motion

A newspaper box on a sunny city street corner — Corner Headlines

Patrons at a warmly lit wood-paneled bar — Warm Light Bar

A Superman figure and street reflections in a shop window — Superman Window

An older man sitting alone in a cafe window — Table For One

A street sweeper standing at an empty crosswalk — The Sweeper

A toddler in overalls and a straw hat on a city street — Little Explorer

トラベル 16

A robed boy with a walking stick — The Herder

A pair of zebras nuzzling — Two Of A Kind

A boardwalk toward a skyline at sunset — Pier At Golden Hour

A seagull flying over a harbor — Harbor Takeoff

A colorful market stall vendor — Wool Tassel Market

A packed stadium crowd — Stadium Roar

Tropical blossoms beside a road sign — Private Road

A row of carved idol figurines at a market stall — Market Idols

Birds over a distant city skyline across the water — Skyline And Gulls

Route 66 memorabilia crowding a souvenir shop window — Route 66 Relics

The Golden Gate Bridge at sunset — Golden Gate Glow

The Lower Manhattan skyline under streaked clouds — Wide Sky Skyline

A sealed latch on a red Forbidden City door — Sealed Gate

A memorial statue before a misty skyline — Monument In Mist

A red paper lantern outside a Japanese restaurant — Tempura Lantern

A warmly lit traditional Japanese entryway — Warm Threshold

建築 11

A spiral staircase seen from above — Golden Spiral

A foggy skyline through a wet window — Skyline In Mist

A figure under a curved timber atrium — Under The Canopy

The Washington Monument beyond a curving stone wall — Obelisk Beyond

A church steeple before the Empire State Building — Steeple And Tower

A bronze statue beneath a skyscraper at Rockefeller Center — Atlas Below

A steel memorial corridor framing the Manhattan skyline — Empty Sky

The Cloud Gate sculpture reflecting the Chicago skyline — Cloud Gate

A soft-focus city skyline in black and white — Soft Skyline

A white colonial house on an autumn lawn — Autumn Estate

A figure silhouetted in a glass office lobby — Glass Lobby

ポートレート 14

A woman in a floral dress in soft light — Light Through The Gate

A smiling woman on a street — Laughing In Lane

A tabby cat by a sunlit doorway — Shop Cat

A couple silhouetted before a projection — Two In Shadow

A smiling woman in a plaza — Golden Hour Smile

A woman smiling between red banners in a hutong — Between The Banners

Shadow Profile

An orange and white cat sitting on a sidewalk — Sidewalk Cat

A smiling woman glancing back on a night-market street — Night Market Smile

A smiling woman on a train platform — Platform Smile

A young man on a stone bench among autumn trees — Autumn Reverie

A woman in a fur-collared coat in warm winter light — Fur Collar

A woman seated under a pine tree in a park — Under The Pine

A woman with a red umbrella resting against a red wall — Red Wall

夜景 11

Fireworks over a castle and crowd — Castle Finale

A blurred night crosswalk and skyline — City Lights Bokeh

Neon billboards and light trails in Times Square at night — Times Square Rush

Light trails streaking across a bridge at night — Bridge Trails

Streaking light lines inside a tunnel in motion — Tunnel Speed

A hand holding a phone up to Times Square at night — Screen In Screen

A lit walk signal against a night skyline — Walk Signal

Star trails wheeling over beach loungers at night — Star Trails

City lights blurred behind a rain-streaked window — Rain On Glass

A glowing fountain abstracted behind water-flecked glass — Blue Bloom

A dreamlike violet blur of a city street — Violet Drift

フィルム 03

A magnolia blossom resting on a bench — Spring On The Bench

Blossom shadows cast on a fence — Shadow Play

Cherry blossoms against a clear sky — Blossoms Against Blue