🧑‍⚕️ IDAEO

劉光夏

益群牙醫診所
52.9
AI Score/100
#169 on the board劉光夏 ranks #169 of 18257 scored entries on this board by AI Score, ahead of 99.0%. The rank follows AI Score alone — it measures how much AI crawlers actually fetched from the embassy page over the last 30 days, not service quality.
AI Score
52.9
Board rank
#169
Profile completeness
48
Part 1

Where it sits on this board

How many dentists does it beat, and where does it rank within its own region? The charts below narrow from the whole board down to the region.

AI Score
52.9/1000100
Score distribution across the board
0–5: 05–10: 19510–15: 8115–20: 128420–25: 584325–30: 245230–35: 408235–40: 206040–45: 152745–50: 45950–55: 20555–60: 6560–65: 465–70: 070–75: 075–80: 080–85: 085–90: 090–95: 095–100: 00255075100

Dashed line = this entry (52.9); The highlighted bucket is this entry's score band.

AI Score percentile
6.360.7

Ahead of 99.0% of the board (18257 entries with observed AI visits)low ← AI Score → high

Institution comparison (one dot = one scored entry)
林志聰(青年牙醫診所):60.7陳嬿如(汎德牙醫診所):55.5郭于慶(澄心牙醫診所):54.5王琮傑(綠芽牙醫診所):53.5王柏雄(長庚醫療財團法人桃園長庚紀念醫院):52.7陳界黃(興和牙醫診所):51.1許皓昀(立悅美學牙醫診所):49.9葉士傑(高葉美學牙醫診所):49.3曾志暐(臺北市立萬芳醫院-委託臺北醫學大學辦理):48.6周瑞凰(高正川牙醫診所):48.2王治惟(中悅牙醫診所):47.6陳靖霖(龍門牙醫診所):47.2王喬瑋(康妍美學牙醫診所):46.4楊承澔(晴天牙醫診所):45.9簡譓釗(麥迪兒牙醫診所):45.6陳怡璇(第一牙醫診所):45.2陳昱溥(浩緹牙醫診所):44.9王泰翔(馬可牙醫診所):44.6巫思翰(河堤小樹牙醫診所):44.3洪揚(和煦牙醫診所):44.1呂辰(建志牙醫診所):43.9馬忠志(美學牙醫診所):43.8顏慈儀(長庚醫療財團法人林口長庚紀念醫院):43.7林怡君(杏潔牙醫診所):43.5薛智奕(維康牙醫診所):43.4鄭允茜(輔仁牙醫診所):43.3李宣儀(日好牙醫診所):43.1沈鼎曜(瑞宏牙醫診所):43.0羅秋美(美日牙醫診所):42.9蕭子傑(筑萱牙醫診所):42.8郭哲豪(義大醫療財團法人義大醫院):42.7梁智強(華仁牙醫診所):42.6陳榆惠(天主教若瑟醫療財團法人若瑟醫院):42.4林東慶(詠美牙醫診所):42.4王俊棋(尊爵牙醫診所):42.2鍾子芸(長庚醫療財團法人林口長庚紀念醫院):42.2宋潔誼(洪清苑牙醫診所):42.0鍾芝華(典華牙醫診所):41.9蔡明修(品軒唯美牙醫診所):41.7蔡怡萱(迎曦牙醫診所):41.7許書玟(琢白美學牙醫診所):41.5林豐美(秀傳醫療社團法人秀傳紀念醫院):41.4蔡涵雅(蔡牙醫診所):41.3吳青樺(尼布恩牙醫診所):41.1洪韻婷(蘋果牙醫診所):41.0黃啟哲(聖恩牙醫診所):40.8王景祺(光良牙醫診所):40.5吳介仁(瑞星牙醫診所):40.4黃柔慈(典華美學牙醫診所):40.1謝昂儒(吉安牙醫診所):39.8古浩澤(祥皓牙醫診所):39.6張泰銓(璞實牙醫診所):39.2陳佳煌(育牙牙醫診所):38.8周聖哲(米青品牙醫診所):38.4李銘欽((機構名編碼損壞)):38.2鄭人豪(禾杏牙醫診所):38.0馮家熙(米奇牙醫診所):37.8謝奇峰(好好牙醫診所):37.6黃昱龍(立悅美學牙醫診所):37.5藍友成(北大昕成牙醫診所):37.3陳鈺棠(恩澄牙醫診所):37.2黃昱豪(柏悅牙醫診所):37.1王仕傑(雙宏牙醫診所):37.0殷煜軒(南屯一日誠臻牙醫診所):36.8蔡鎮宇(瑞康牙醫診所):36.8劉立偉(北大蒔美牙醫診所):36.7謝欣諭(維泰牙醫診所):36.6張智堯(日森牙醫診所):36.5龔慧儀(頌恩牙醫診所):36.5莊舜揚(米青品牙醫診所):36.4陳彥璋(上禾牙醫診所):36.2王怡媜(卓逸牙醫診所):36.1葉又誠(淡水一日誠臻牙醫診所):36.1邱佩詩(上惟牙科診所):36.0張智堯(語悅牙醫診所):36.0潘裕民(雋品牙醫診所):35.9李崇先(新晴美學牙醫診所):35.8張智堯(鼎吉牙醫診所):35.8羅鈺傑(悅翔A19牙醫診所):35.7陳重宏(興進牙醫診所):35.7康智皓(同心園牙醫診所):35.6鍾錦昌(東成牙醫診所):35.6謝天祐(陽名牙醫診所):35.6徐紹鈞(又青牙醫診所):35.4蘇英芳(森田牙醫診所):35.4張啟源(高雄市立鳳山醫院(委託長庚醫療財團法人經營)):35.4謝欣宜(小小怡登兒童牙醫診所):35.3許茂健(澄新牙醫診所):35.3張勁松(優品牙醫診所):35.2柯其文(京東牙醫診所):35.1吳唯平(星悅美學牙醫診所):35.1廖亭亭(光澄牙醫診所):35.0侯怡安(新閱牙醫診所):35.0鄭婉伶(象阿姨牙科診所):35.0曾寶萱(唯媜牙醫診所):34.9江雅文(林新醫療社團法人烏日林新醫院):34.9徐慧絜(銓威牙醫診所):34.9陳玫吟(張佩穎牙醫診所):34.8謝孟樺(豐樺牙醫診所):34.8林彥勳(祥悅牙醫診所):34.7徐振東(嘉祐牙醫診所):34.6關志翰(滕起民牙醫診所):34.6陳啟榮(澄新牙醫診所):34.5陳苡瑜(合晴美學牙醫診所):34.4姚欣宜(悅翔牙醫診所):34.4林峻皓(祥悅牙醫診所):34.4魏政榮(天台牙醫診所):34.3張哲瑀(良恩牙醫診所):34.3李若菁(東鴻牙醫診所):34.2盧奕芸(光美牙醫診所):34.1戴怡佳(寶貝兔親子牙醫診所):34.1趙彥雰(晶彩牙醫診所):34.1鍾享艗(耀美牙醫診所):34.1林士凱(天台牙醫診所):34.0陳嘉容(美學牙醫診所):34.0許四融(立源美學牙醫診所):33.9陳培純(中日牙醫診所):33.7張魁元(大千綜合醫院):33.7田曉鈞(晶璽牙醫診所):33.7馬慕坤(聖恩牙醫診所):33.7張淳棣(君悅牙醫診所):33.6呂紹群(樂群牙醫診所):33.6胡窈玲(雅言牙醫診所):33.5余玲惠(天心牙醫診所):33.4高芷瑩(白金牙醫診所):33.4黃敏琪(仁艾牙醫診所):33.3陳麗娥(大成牙醫診所):33.3龔凡瑋(慕樂牙醫診所):33.3李珮瑜(橙星牙醫診所):33.3張瀚云(道周醫療社團法人道周醫院):33.3張士灝(長庚醫療財團法人桃園長庚紀念醫院):33.2趙子婷(台灣基督長老教會馬偕醫療財團法人馬偕紀念醫院):33.0許哲彰(明昌牙醫診所):33.0許念芸(三軍總醫院附設民眾診療服務處):32.9鄭靜如(哲瑞牙醫診所):32.9潘逸泯(張信生牙醫診所):32.9傅恆泰(晴美牙醫診所):32.9陸國斌(紐約牙醫診所):32.9李經運(君悅牙醫診所):32.7陳怡靜(勤美牙醫診所):32.6鄭啟助(德霖牙醫診所):32.6許文政(許文政牙醫診所):32.6李智偉(大同牙醫診所):32.5蕭芳郁(森美學牙科診所):32.5林璟含(本質牙醫診所):32.4陳品廷(景心牙醫診所):32.3江顯峻(原點牙醫診所):32.2江秉叡(愛惜牙醫診所):32.2成劉憶穎(童芯牙醫診所):32.2鄧宛瑄(晨瑞牙醫診所):32.1林岑蔚(方圓牙醫診所):32.0藍一心(大湖華崴牙醫診所):31.9許威傑(許牙醫診所):31.9林谷龍(康橋牙醫診所):31.8陳冠廷(群盛牙醫診所):31.8戴文川(醫療財團法人羅許基金會羅東博愛醫院):31.7陳世忠(美麗華牙醫診所):31.6陳泓志(欣美牙醫診所):31.5黃惠娟(全斌牙醫診所):31.4蘇郁涵(瑞比牙醫診所):31.4郭貞華(路竹微笑牙醫診所):31.4陳志昇(智上牙醫診所):31.3鄭育翔(心安牙醫診所):31.2黃令潛(貝果牙醫診所):31.2趙希硯(森源牙醫診所):31.1賴建安(員榮醫療社團法人員榮醫院):31.0劉佳怡(沐暮牙醫診所):31.0彭鼎珊(長庚醫療財團法人台北長庚紀念醫院):31.0楊其學(醫療財團法人羅許基金會羅東博愛醫院):30.9丁建仁(丁牙醫診所):30.7鄧竹涵(杏頤牙醫診所):30.7張芷綾(臺中榮民總醫院):30.7周映瑜(長庚醫療財團法人高雄長庚紀念醫院):30.6許岳棠(晶楷牙醫診所):30.5陳凱傑(群益牙醫診所):30.5葛聆萱(時尚牙醫診所):30.4劉韋呈(瑞康牙醫診所):30.3黃倩儀(伊凡牙醫診所):30.2黄冠華(光美牙醫診所):30.1許建志(麥迪兒牙醫診所):30.1陳廷宜(星宇牙醫診所):30.0王榮昌(衛生福利部雙和醫院〈委託臺北醫學大學興建經營〉):30.0滕璘瑄(漾潔牙醫診所):29.9蘇大元(成美牙醫診所):29.8楊宗恭(上德牙醫診所):29.7葉昕(植德美牙醫診所):29.7陳赴瑞(銓威牙醫診所):29.7楊欽榮(中友牙醫診所):29.5陳世育(美邦牙醫診所):29.5高啟原(高欣牙醫診所):29.5徐佑丞(中山醫學大學附設醫院):29.3周世華(林口周牙醫診所):29.3李坤宗(財團法人私立高雄醫學大學附設中和紀念醫院):29.3王傳啟(王傳啟牙醫診所):29.2古芸家(長庚醫療財團法人林口長庚紀念醫院):29.1趙沛洋(旭光美學牙醫診所):29.0蔡孟吟(豐采協同牙醫診所):29.0杜佩珊(軒品牙醫診所):28.9宋懿(遠傳牙醫診所):28.8林俊民(林俊民牙醫診所):28.7張博皓(金城牙醫診所):28.7黃仲民(恩澄牙醫診所):28.6劉維純(隆安牙醫診所):28.6陳唯寧(壹八八美學牙醫診所):28.4陳聖軍(聖軍牙醫診所):28.4莊子璇(揚昇牙醫診所):28.3蔡 灝(豐禾牙醫診所):28.3楊雪柔(大來牙醫診所):28.1何正廷(長庚醫療財團法人林口長庚紀念醫院):28.1蘇虹仱(瑞比牙醫診所):28.0周輝煌(固佳牙醫診所):27.9沈明萱(壹八八美學牙醫診所):27.7陳奎帆(艾迪爾牙醫診所):27.7林昌賢(昌賢牙醫診所):27.6陳頌雅(璞實牙醫診所):27.4潘肇陽(基隆市立醫院):27.3陳漪紋(國立臺灣大學醫學院附設醫院兒童醫院):27.2陳敬華(小海星牙醫診所):27.0江品萱(嘉樂美學牙醫診所):26.9簡敬倫(維德美學牙醫診所):26.9黃建達(長庚醫療財團法人林口長庚紀念醫院):26.7許修銘(國立成功大學醫學院附設醫院):26.5陳彥翔(旭光美學牙醫診所):26.4顏碧雲(大象牙醫診所):26.2蔡智菱(師苑牙醫診所):26.1鐘浩愷(艾比四季牙醫診所):26.0林義融(宸禾牙醫診所):25.8王宇平(荷堤美學牙醫診所):25.8譚翰澤(旭光美學牙醫診所):25.7劉上維(北大蒔美牙醫診所):25.5薛博遠(霖佳華苑牙醫診所):25.5何承樺(全鴻牙醫診所):25.3鄭凱聲(蒔美牙醫診所):25.2賴信池(禾心牙醫診所):25.1余柏萱(寶貝牙牙醫診所):25.0黃敬家(光遠牙醫診所):24.8張豪傑(佳欣牙醫診所):24.7許岳棠(沐晴牙醫診所):24.7尤亭雅(日光牙醫診所):24.6盧品竹(圓圓牙醫診所):24.4羅士凱(芯悦牙醫診所):24.4張有明(天主教耕莘醫療財團法人耕莘醫院):24.3張哲維(立誠美學牙醫診所):24.3姚慧敏(筑萱牙醫診所):24.1吳昇峰(忠孝牙醫診所):24.0游振渥(游牙醫診所):24.0黃大原(卓悅牙醫診所):23.9謝旻桓(森林玉兒童牙醫診所):23.9李冠霆(哲恩美學牙醫診所):23.8潘志賢(大眾牙醫診所):23.7何睿修(經典牙醫診所):23.7姜漢杰(台北大鎮健康牙醫診所):23.6王敏賢(敏賢牙醫診所):23.6張百佐(百成牙醫診所):23.6江錫仁(上博牙醫診所):23.5簡清志(天保牙醫診所):23.4林書正(晶悅美學牙醫診所):23.4李亞倫(中壢長榮醫院):23.3吳佩珊(印象牙醫診所):23.3徐婉茹(大龍牙醫診所):23.3林曉薇(彰化基督教醫療財團法人彰化基督教醫院):23.3張景智(明德牙醫診所):23.3謝劼諴(樂福牙醫診所):23.3詹政中(經典牙醫診所):23.3吳舒穎(陽光牙醫診所):23.3葉丞竣(悅翔中路牙醫診所):23.2黃瀚民(爵世牙醫診所):23.2林義融(頤康美學牙醫診所):23.2吳怡樺(康維牙醫診所):23.1林芯宇(臺北醫學大學附設醫院):23.1賴柔潔(君悅牙醫診所):23.0曾奕清(岡山高竿牙藝牙醫診所):23.0曾于真(星采牙醫診所):23.0莊奇勳(祥慶牙醫診所):23.0黃昱豪(夢悅美學牙醫診所):22.9王紹陽(良鑫牙醫診所):22.9林有恆(翰佑牙醫診所):22.8邱日宥(凡凡專業牙醫診所):22.7鄧伊婷(國立臺灣大學醫學院附設醫院新竹臺大分院生醫醫院):22.7鄭閔鴻(康宸美學牙醫診所):22.7翁子甯(戴德森醫療財團法人嘉義基督教醫院):22.7徐平(晶悅牙醫診所):22.7劉哲妤(沐德牙醫診所):22.7張哲維(良鑫牙醫診所):22.7王逍遙(長庚醫療財團法人台北長庚紀念醫院):22.7楊全斌(全斌牙醫診所):22.6詹子平(安和美牙醫診所):22.6林禹書(星漾牙醫診所):22.6蔡志偉(蔡志偉牙醫診所):22.6盧冠廷(卓逸牙醫診所):22.4陳韻婷(建志牙醫診所):22.4吳萬威(樂慕牙醫診所):22.4陳孟訓(長欣美學牙醫診所):22.4翁肇嘉(印象牙醫診所):22.3楊涵茵(尚青牙醫診所):22.3張允中(昕月牙醫診所):22.3白明傑(白牙醫診所):22.3李潮忠(陽名牙醫診所):22.3王亦湯(雙慈牙醫診所):22.2陳昕(樂陽牙醫診所):22.1傅鍔(佛教慈濟醫療財團法人台北慈濟醫院):22.0張曉華(國立臺灣大學醫學院附設醫院):22.0賴寅昌(忠興牙醫診所):22.0柯天來(柯牙醫診所):22.0賴黎薇(長青牙醫診所):22.0洪得軒(博悅牙醫診所):21.9詹絜茵(奇美醫療財團法人奇美醫院):21.9李昱璁(成典牙醫診所):21.9潘韋名(晶品牙醫診所):21.9廖富洲(沐心牙醫診所):21.9蔡滋夏(衡星牙醫診所):21.9何俊德(台新醫院):21.7方浩次(梁博文牙醫診所):21.7許庭瑋(佳銳牙醫診所):21.6黃靖凌(大佳牙醫診所):21.6邱于芬(悅翔A19牙醫診所):21.6陳郁琦(椰林牙醫診所):21.6林義城(超植牙醫診所):21.6藍英予(典叡牙醫診所):21.5徐立真(大欣牙醫診所):21.5王才維(惟君美學牙醫診所):21.5陳國富(環宇數位牙醫診所):21.5紀達仁(采悅牙醫診所):21.5程道揚(朝代牙醫診所):21.4楊子萱(佳鎰牙醫診所):21.3江震邦(星宇牙醫診所):21.3陳登志(中悅牙醫診所):21.2陳亮辰(和田美學牙醫診所):21.2梁育誠(完美美學牙醫診所):21.2李明志(文山微笑牙醫診所):21.2楊博貿(東基醫療財團法人台東基督教醫院):21.2何立丞(聯盟小港牙醫診所):21.2吳國琛(健華牙醫診所):21.0高嘉亮(山見晴牙醫診所):21.0李建慧(杰昀牙醫診所):21.0鍾國耀(又青牙醫診所):20.9梁哲語(新悅美學牙醫診所):20.9萬禮彬(中國醫藥大學新竹附設醫院):20.8林偉智(千代牙醫診所):20.8陳怡均(大信牙醫診所):20.8羅巧莉(岳德聯合牙醫診所):20.8陳秀蓁(新安牙醫診所):20.8盧威利(東昇牙醫診所):20.8余忠翰(環宇數位牙醫診所):20.8劉蓉靜(英皇牙醫診所):20.8廖富洲(威登美學牙醫診所):20.7王彥鈞(元亨牙醫診所):20.6王乃亭(小王子牙醫診所):20.5藍婉菁(藍牙醫診所):20.5洪耀緯(聯揚牙醫診所):20.4秦國倫(全家牙醫診所):20.3孟慶恩(國立臺灣大學醫學院附設醫院):20.3李萬萱(尚達牙醫診所):20.3林琪人(揚昇牙醫診所):20.3趙文惠(本一牙醫診所):20.3洪于景(福華美學牙醫診所):20.3李淑治(遠東牙醫診所):20.3卓秉翔(典華美學牙醫診所):20.1戴志坪(京威聯合牙醫診所):20.0吳昱學(國立成功大學醫學院附設醫院):20.0高翊翔(日月辰心牙醫診所):20.0洪振家(誠悅美學牙醫診所):20.0翁偉傑(光遠牙醫診所):19.8邱仲輝(仲輝牙醫診所):19.7梁馨予(大都會牙醫診所):19.7武傳允(悅翔牙醫診所):19.7趙鍾華(柏華牙醫診所):19.7張立翰(中悅牙醫診所):19.5黃條維(品潔牙醫診所):19.5項文宣(崇安牙醫診所):19.5陳秋婷(晴光美學牙醫診所):19.5林允德(維康牙醫診所):19.5陳建榮(薇美牙醫診所):19.4洪晨博(品叡牙醫診所):19.1林岱宗(優牙牙醫診所):19.0張益彰(天主教耕莘醫療財團法人耕莘醫院):19.0陳哲宜(怡登采風牙醫診所):19.0林奕德(樂沛牙醫診所):19.0謝松翰(佳新牙醫診所):18.9曾仁宏(寬庭牙醫診所):18.8彭于珊(典雅牙醫診所):18.4張文欽(文山牙醫診所):18.4林衍至(安慶牙醫診所):18.3黃瑞崑(多森牙醫診所):17.8李奇軒(星皓牙醫診所):17.7雷振宇(雷牙醫診所):17.6蔡禎櫻(大信牙醫診所):17.4紀云婷(東誠牙醫診所):17.4曾盈嘉(遠傳牙醫診所):17.4陳志欣(龍門牙醫診所):15.5劉冠琳(新華牙醫診所):12.6李源勝(勝美牙醫診所):9.3劉可群(晴空翡儷牙醫診所):8.7曾琬瑜(國立臺灣大學醫學院附設醫院):6.3王婷儀(晶美牙醫診所):6.3呂昆松(益群牙醫診所):43.2嚴世傑(益群牙醫診所):42.8彭惠君(益群牙醫診所):31.4劉聿舜(益群牙醫診所):25.1劉光夏(益群牙醫診所):52.9050100
This entrySame Institution(益群牙醫診所)Others

Showing 400 of 18257 entries, evenly sampled (this entry is always included) — plotting every point would bloat the page.

#1 of 5 in the region (entries with observed AI visits only)

Part 2

How the score is made up

AI Score = breadth + depth + persistence + operation. All four come from the same crawler-visit log, and the formula has a single source shared site-wide (change the source, not this page).

Platform-measured AI crawler visits to this IDA embassy page, over a rolling 30-day window. = breadth 30 (tier-weighted: 4 pts per indexing/training crawler, 11 for retrieval crawlers, 15 for human referrals, capped at 30; our own tooling traffic excluded) + depth 40 (two-tier log: 24 pts up to 100 visits, up to 16 more for overage) + persistence 10 (in-window activity: full at 14 active days) + operations bonus 20 (publishing 8: full at 4 articles of at least 300 characters; making third-party coverage public 4: full at 3 items; completeness 8: full at a 20-point gain over your start-date value). Depth counts at most 30 hits per crawler per day, so one full-site sweep cannot max out the score. ⚠️ The bonus counts only actions after the start date, never existing state; points already earned are never taken back. ⚠️ It measures AI crawling of the embassy page, not the Dentists's own website.

How the score is made up
Breadth23.0 / 30
Depth19.9 / 40
Persistence10.0 / 10
Operation0.0 / 20
Distinct crawlers4Fetches in the last 30 days45Days visited in the last 3014Formula versionv2.2

Breadth = how many distinct AI crawlers visited; Depth = how much was fetched (capped at 30 hits per crawler per day so a whole-site batch crawl cannot max it out); Persistence = how many of the last 30 days saw a visit; Operation = posts, third-party coverage and completeness gains on the embassy page.

Part 3

Profile completeness, item by item

Completeness measures whether the data exists — not how good the content is — and it does not set the rank. Present and missing items are listed below.

Profile completeness 48 / 100
來源可查核Present
機構代碼Present
計畫身分Present
· 跨來源出現Missing
姓名無歧義Present
機構名稱Present
· 科別可對Missing
· 多機構執業Missing
· 臨床試驗Missing
· 中醫兼具Missing
· 職稱Missing
· 核心專長Missing
· 專科資格Missing
· 學歷Missing
· 臨床經歷Missing

5 / 15

Part 4

AI Score

AI Score

2026-09-182026-09-23

Part 5

What machines can read

The structured facts this page declares to AI crawlers.

schema.org JSON-LD embedded in this page: WebPage (this report) + BreadcrumbList (hierarchy) + about pointing at this entity's @id on the embassy site — a cross-site same-entity declaration so machines can tell the report and the embassy page describe the same entry.

aggregateRating / Rating are deliberately not declared: the AI Score is a fetch record, not a consumer rating, and dressing it as stars would mislead machine readers.

AI Score = how much AI crawlers actually fetched from the embassy page over the last 30 days. Not a service-quality rating and not an official accreditation.

運営:株式会社和心(法人番号 8011401020677)

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