
æªåœ¹ä»€å¬¢ãçæAIæä»£ã«ãããŠSEOãåŠã¶ ãããããŒã°ã å ¬çµä»€å¬¢ããŒãã¿ã®éæ
ç©èªã®ã¯ããŸãïŒãšããå ¬çµä»€å¬¢ã®ãçããéæ
è±ããªç·ã«å²ãŸããEåœã®ãšããé å°ãããã«åºããã®ã¯ãæ°åããµããå
¬çµå®¶ã®èåãšããã®çé
ã«ã²ã£ãããšãããã確ããªååšæãæŸã€ãã£ãŒã«ãŒã ãããªãŒãºãïŒ*1ïŒã ã£ãã
ãã®ãããªãŒãºããçµå¶ããã®ã¯ãä»ãªãã¬å
¬çµä»€å¬¢ãæè²å
Œåãªâã°ã¬ã€ã¹å®¶ã®èèâãšèªé«ããããŒãã¿ã»ã°ã¬ã€ã¹ãã®äººã§ããã
ããŸã£ããããã®ç§ã«ãããã°ããã£ãŒã«ãŒã ã®çµå¶ãªã©æé£¯åã§ãããã
åªé
ã«ã«ãããåŸããªãããããŒãã¿ã¯èãç¬ã¿ãæµ®ãã¹ãã
èªãèæ¡ããçŒãèåã¯èã®è¥ãã貎æãã¡ãåžããããªãªãžãã«ãã¬ã³ãã®çŽ è¶ã¯ãã¡ãŸã¡è©å€ãåŒãã ããã£ãŒã«ãŒã ã¯æ¥ã è³ãããé å°ã®äººã ã¯ãã¡ãããé æ¹ãã蚪ããè ãåŸãçµ¶ããªããé 颚æºåžãšã¯ãŸãã«ãã®ããšã ããã
ãã£ãŒã«ãŒã ãããªãŒãºãããäžçãž ïœã嬢æ§ãECãµã€ãã§ã倢ããåºãããå£ã«ã¶ã€ããïœ
ããããæªåœ¹ä»€å¬¢ããããŒãã¿ã®éæã¯ã決ããŠå°ããåãŸããã®ã§ã¯ãªãã圌女ã®èŠç·ã¯ãæ¢ã«é å°ã®å€ããããŠãã®å
ã®åºå€§ãªäžçãžãšåããããŠããã
ããã®çŽ æŽããããããªãŒãºãã®ãã£ãŒã¿ã€ã ãããã£ãšå€ãã®ãäžçäžã®äººã
ã«å³ãã£ãŠããã ãã«ã¯âŠâŠã
ããŒãã¿ã¯èããå·¡ãããããããŠãéããã
ããããECãµã€ãã§ããïŒã
æäœãã®çŒãèåããè«ãé«ããªãªãžãã«ãã¬ã³ãã®çŽ
è¶ãããªã³ã©ã€ã³ã·ã§ãããéããŠè²©å£²ãããæ©éã圌女ã¯ECãµã€ããç«ã¡äžãããããããææ°æã
ãšè¹åºããã¯ãã®ECãµã€ãã¯ãæãããã«å£²ãäžãã䌞ã³ããã¢ã¯ã»ã¹æ°ãäœè¿·ãããŸãŸã ã£ãã
ããºãWebæŠç¥ããããšãâŠâŠïŒ ïœæ°ãããã®ã«é£ã³ã€ãããŒãã¿ã®çŠãïœ
æåŸ
ã«èžãèšããŸããŠããããŒãã¿ã¯ãWebãµã€ãã®çŸç¶ã«èç«ã¡ãšçŠããæããŠããã
ããµããã€ã³ã¹ã¿ã°ã©ã ã§ããºãã«ã¯ãæ ããåçãšåç»ãå¿
é ã§ãããããããããæè¿æµè¡ãã®ãçæAIãã䜿ãã°ãã³ã³ãã³ããäžç¬ã§å¢ãããã¯ãïŒåç»ã®æ®åœ±æ©æãã䜿ãããªããªããã°âŠâŠã
æ°ãããã®ã奜ããªããŒãã¿ã¯ãç¬ãéã«æ§ã
ãªæ
å ±ã«é£ã³ã€ãããããããšWebããŒã±ãã£ã³ã°ã«æãã€ããããšãããæµè¡ã«ä¹ãé
ããŠã¯ããã®é«è²ŽãªãããŒãã¿æ§ã®æ²œåžã«é¢ããããããªçŠããã圌女ã®è¡åãå éãããŠããã
å·äºã¹ãã£ãŒãã³ã¹ã®é²èš ïœãSEOã¯æ»ãã§ããŸãããïœ
ãããããããªããŒãã¿ã®æ
ãã ããæ§åããé·å¹ŽåœŒå¥³ã«ä»ããèå·äºã¹ãã£ãŒãã³ã¹ïŒ*2ïŒã¯éãã«èŠå®ã£ãŠãããããŒãã¿ããè¶ãäžå£é£²ãã ããã®çµ¶åŠãªã¿ã€ãã³ã°ã§ãã¹ãã£ãŒãã³ã¹ã¯å£ãéããã
ãã嬢æ§ãECãµã€ãã®ä»¶ã§ããããŸãã¯åºæ¬çãªSEO察çãããåãæããã«ãªã£ãŠã¿ãŠã¯ãããã§ããããïŒã
ã¹ãã£ãŒãã³ã¹ã®é²èšã«ãããŒãã¿ã¯çãã²ãããã
ããããã¹ãã£ãŒãã³ã¹ãäœãä»ããæä»£é
ãã®ããšããã£ãããã®ã§ããïŒ SEOã¯ããâæ»ãã âïŒ*3ïŒã次ã¯çæAI察å¿ãLLMOïŒå€§èŠæš¡èšèªã¢ãã«ïŒæé©åãšèšãããŠãããŸããããããªå€èããã®ããã£ãŠããã£ããäœã«ãªããŸãã®ïŒã
ããŒãã¿ã¯ãææ°ã®æµè¡ãããå
šãŠã§ãããã®ããã«ã岿
¢ã«èšãæŸã£ããã ããã¹ãã£ãŒãã³ã¹ã¯ãã€ãã®ããã«ãå
šãåããããšãªãéãã«çããã
è³¢è ã®æãïŒã¹ãã£ãŒãã³ã¹ãèªããæŽå²ã«åŠã¶ããšããããš
ãã嬢æ§ãããã¯éããŸãããæè¡é©æ°ãšãããã®ã¯ãå°ç¶ããªã®ã§ãã18äžçŽãç£æ¥é©åœãçµãŠéЬè»ã¯èžæ°æ©é¢è»ã«é²åããŸããããããŠä»ã§ã¯ãé«éåè»ã¯é»æ°ã§åããŠãããŸããããããé«éåè»ãèžæ°æ©é¢è»ã銬è»ã®æŽå²ãšç¡é¢ä¿ã§ã¯ãªãããšã¯ãã嬢æ§ããæ¿ç¥ã®ã¯ãã
ã¹ãã£ãŒãã³ã¹ã¯ãã£ãããšç¶ããã
ãæ€çŽ¢ãšããè¡åã¯ããã°ã°ãããšããåè©ã«ããªã£ãŠããéããæåéãGoogleæ€çŽ¢ãæãã®ããã¯ãäžè¬çãšãªããŸããããã®å°äœã確ç«ãããšãããžãçæAIãç»å Žããäžéšã§ã¯ã第4æ¬¡ç£æ¥é©åœïŒ*4ïŒããªã©ãšãèšãããŠãããŸãã
èå·äºã®èšèã¯ãããŒãã¿ã«ãšã£ãŠåžžã«è³ãåŸããã«å€ãããã®ã ã£ãããä»åã¯ãšãããäœã倧äºãªããšãäŒããããšããŠããããã«æããããã
ãäžçãåžå·»ããŠããäœãããæ°ããªæè¡ã«ãã£ãŠåã£ãŠä»£ããããããšããæããããã®æŽå²ã®æµãããã¡ããšçè§£ããããšãããã®å
ã®äºèŠã§ããªãäžçãåã¡æãããã«æ¬ ãããŸãã¬ããã®éè¡å®°çžãã¹ãã«ã¯ã«ããã°ããæè
ã¯çµéšã«åŠã³ãè³¢è
ã¯æŽå²ã«åŠã¶ãïŒ*5ïŒããšç³ããŸããã
ãªãã¯ã¹ãã©ãŒããèªãããGoogleãã®åïœããŒãã¿ã®æ±ºæïœ
ã¹ãã£ãŒãã³ã¹ã®èšèã¯ãããŒãã¿ã®å¿ã«ã¹ãã³ãšèœã¡ããæ°ãããã®ã«é£ã³ã€ããæ¬è³ªãèŠå€±ãããã«ãªã£ãŠããèªåèªèº«ã«ã圌女ã¯å°ã
èç«ã¡ãæããã
ãããããã¹ãã£ãŒãã³ã¹ãæ°ãããã®ã«ã°ããé£ã³ã€ããªããŠããã®ç§ãšããããšãã確ãã«ããã®æš©åšãããªãã¯ã¹ãã©ãŒãè±èªèŸå
žã«ããåè©ãšããŠã®ãgoogleãã远å ãããŠããïŒ*6ïŒãããã§ããã®ããŸãã¯ããã®ãGoogleããšãã巚倧ãªååšããã£ãããšã¢ãã«ããŸãããšãã
ããŒãã¿ã®ç³ã«ãæ°ããªæ±ºæã®å
ã宿ã£ãã
ãããŠãç©èªã¯å§ãŸãïœæªåœ¹ä»€å¬¢ãSEOã®æãå©ãïœ
ããããŠãå
¬çµä»€å¬¢ããŒãã¿ã¯ãæµè¡ã®å
端ãè¡ãçæAIãå°é ããæä»£ã ããããããããŠWebã®ãåºæ¬ãã§ãããæ¬è³ªãã§ããSEOãæ·±ãåŠã¶ããšã決æããã®ã ã£ãã
ãã®ç©èªã¯ã岿
¢ãªæªåœ¹ä»€å¬¢ããŒãã¿ããå·äºã¹ãã£ãŒãã³ã¹ã®å°ãã®ããšãSEOãšããåã®ãè³¢è
ã®æãããç¿åŸããèªèº«ã®éæãéæããŠãã壮倧ãªèšé²ã§ããã
ãããæ¬¡ç« ããã¯ãããŒãã¿ãšå ±ã«SEOã®å¥¥æ·±ãäžçãžãšè¶³ãèžã¿å ¥ããŸãããã
ðæ¬¡åãã¹ãã£ãŒãã³ã¹ãããŒãã¿ã®å ãžãšé£ããŠããã®ã¯ãé»é«ªã§å°æãªã¢ãžã¢äººå¥³æ§ãããªã»ããããšåä¹ã圌女ãããããŒãã¿ã«SEOã®çé«ãæåããåž«ãšãªãã®ã§ãã£ãã
泚éã»è§£èª¬ã»å°ãã¿ïŒ
ãã®ç©èªã¯ãã£ã¯ã·ã§ã³ã§ãïŒç¬ïŒã
ã©ããŸã§ãè±åœé¢šã®Eåœã¯æ¶ç©ºã®åœã§ãããæ®å¿µãªããããŒãã¿ã嬢æ§ã®çµå¶ãããããªãŒãºãã§çŽ è¶ã飲ãããšãã§ããŸããã
SEOã®è©±ã¯èå³ã®ãã人ãå€ãã®ã§ãããé£ããã®ã§ãªããªãæãåºãã«ããã倧äœã¯ç人åãã§ãã¯ããã¯ãææ°ååãšãã£ãããŒãã«åããã¡ã«æãããããŠãSEOãšã¯ãªã«ãããšãããã£ãšå€§ããªæ çµã¿ãçè§£ãããæ¹ã«åããŠãç©èªé¢šã«æ¥œããã§ããã ããããã«ããŠããŸãã
ç©èªã®æµããé®ããªãããã«ãSEOãWebã«é¢ãã詳ãã解説ãæ
å ±æäŸãå°ãã¿ãªã©ã¯ãæ¬ç·šã®åŸã«ããããŠãŸãšããŠèšèŒãã圢ããšããŸããã
*1ïŒãã£ãŒã«ãŒã ãããªãŒãºã
ç©èªã«ç»å Žãããã£ãŒã«ãŒã ãã¹ãªãŒãºãã¯ãã€ã®ãªã¹ã®ããã²ãŒãã«æ¬åºããããBettys Café Tea RoomsãããããŠããŸããããŒãã¿ã®ãã£ãŒã«ãŒã ããããªãŒãºã»ãªã³ã©ã€ã³ãã®ã€ã¡ãŒãžã®è£å®ã«ã©ããâïžïŒ
ãã²å··ã§ã¯ããã³æŽ»ïŒã¢ãã¿ããŒã³ãã£ã楜ããæŽ»åïŒããæµè¡ã£ãŠããããã§ããããŸãã«æ¬å Žè±åœã®çŽ æµãªãã£ãŒã«ãŒã ã§ããå
ã ã£ãŠããïŒãã£ã¯ã·ã§ã³ãªã®ã§ïŒããªãŒãºã§çŽ
è¶ã飲ããªããŠæ®å¿µïŒããšæãããæ¹ã¯ããã²BettysïŒã¹ãã£ãŒãºïŒãžïŒ
*2ïŒèå·äºã¹ãã£ãŒãã³ã¹
ãå·äºãšããã°ã»ãã¹ãã£ã³ãããšããåãããããããšæããŸãããããŸãã«ãã»ãã¹ãã£ã³ãå€ããããšïŒå人çã«ïŒæããå·äºã«ã¯å¥ã®ååãåœãŠãããšã«ããŸããã
ãã¹ãã£ãŒãã³ã¹ãã¯ãã«ãºãªã»ã€ã·ã°ãã«ãããæ¥ã®åæ®ãïŒThe Remains of the Dayã1989ïŒããšããå°èª¬ã®äž»äººå
¬ã«ã¡ãªãã§åä»ããŸãããåäœã®èªé«ããå幎ã®ããã«ãŒè³ãåè³ããŠããŸããäžäººã®èå·äºãéå»ãåæ³ããªããæ
ãããç©èªã§ãã¢ã³ãœããŒã»ãããã³ã¹äž»æŒã§æ ç»åããããŠããŸãã
èšäºãžã®ãã¹ãâ€ïžããã¢ã«ãŠã³ãã®ãïŒãã©ããŒããããŠããã ããšã¹ãã£ãŒãã³ã¹ïŒæã ããŒãã¿ïŒã埡瀌ããããŸãð±ââïžïŒã®ã§ãã€ã±ããð±ââïžã«äŒãããæ¹ã¯ãã²ïŒïŒããŒãžã§ã³å¢ãããŠããäºå®ã§ãïŒ
*3ïŒãSEO is DEADãïŒSEOã¯æ»ãã ïŒ
Chat-GPTãã¯ãããšããçæAIãLLMOã®ç»å Žã§ãŸããŸãèŠãããããã«ãªã£ããSEOã¯æ»ãã ïŒðšããšããäžèŠè¡æçãªæå¥ã§ãããSEOã®ä»äºã«é·ãæºãã£ãŠãã人ãã¡ã«ãšã£ãŠã¯ãããã§äœåºŠç®ããªãïŒèŠç¬ïŒããšããæãã§ãããã
ããããã¯ãSNSããŒã±ãã£ã³ã°ã ãšããã«ã¹ã¿ããŒãžã£ãŒããŒãšã³ã²ãŒãžã¡ã³ãæé©åã ãšããã°ããŒã¹ããã¯ã ãšãã
WTFSEOã«ããããã®åããSEO Is Deadããšããèšäºã«ããã°ã
ãSEOã¯æ»ãã ãæ¬¡ã¯ããããšããè ã¯ãããããå¥ã®æ°ããååãã€ããŠããã ãã ããã®èšŒæ ã«ã圌ãã¯èªåã®èšäºã« noindex ã¿ã°ïŒâ»æ€çŽ¢ãšã³ãžã³ãæåŠããæç€ºæã®ãããªãã®ïŒã絶察ã«å ¥ããªã
ãšã®ããšã
ïŒç§èªèº«ã¯ãSEOã¹ãã·ã£ãªã¹ãã粟éããã°ãªããªãåéãå¢ããŠãã£ãŠããã®ã§ããŸããŸãä»äºã¯å¢ãããšæããŠããŸãð
ïŒ
æ¬ç·šãèªã¿é²ããŠãããšæããã«ãªããŸãããSEOèªäœã¯äººéãæ å ±ãæ¢ãéã«é Œãæããããè·æ¥ïŒãã®æ©èœã»åœ¹å²ïŒãèžè¥²ãããã®ã§ãããWebäžã§æ å ±ãæ¢ãããšããè¡åããšãç¶ããéãã圢ã¯å€ãã£ãŠããªããªããªããšæãããŸãã
ãã£ãšè©³ããç¥ãããæ¹ã«ã¯ããSEOã¯ãªããªãïŒAIæä»£ã«èããããããã®SEO察çãããèªã¿ããããšæããŸãã
*4ïŒã第4æ¬¡ç£æ¥é©åœã
第4æ¬¡ç£æ¥é©åœãšã¯ãAIïŒäººå·¥ç¥èœïŒãIoTïŒã¢ãã®ã€ã³ã¿ãŒãããïŒãããããæè¡ãããã°ããŒã¿ãªã©ã®å 端æè¡ãèåãã瀟äŒãç£æ¥ã®æ§é ã倧ããå€é©ããæä»£ãæããŸããä»ïŒ2025幎6ææç¹ïŒããŸãã«ãããšèšããããã§ãããã€ãããã€ãŸã§ããšå³å¯ã«å®çŸ©ã§ããã®ã¯ãããå°ãå ã®æªæ¥ã«ãªãããã§ãã
1次ã3次ã®ç£æ¥é©åœðãæ°ã«ãªãæ¹ã«ã¯ã18äžçŽã€ã®ãªã¹ã§èµ·ãã第1æ¬¡ç£æ¥é©åœããçŸä»£ã«è³ãæµãããã£ãããŸãšããŠãããã¡ãã®èšäºãããããã§ããåèã«ãªããŸãã
*5ïŒãæè ã¯çµéšã«åŠã³ãè³¢è ã¯æŽå²ã«åŠã¶ã
ãæè
ã¯çµéšã«åŠã³ãè³¢è
ã¯æŽå²ã«åŠã¶ããšããåèšðã¯ã
ãæããªè
ã¯èªåã®å€±æããããåŠã°ãªãããè³¢ãè
ã¯ä»äººã®å€±æãéå»ã®åºæ¥äºïŒïŒæŽå²ïŒããåŠã¶ããšãã§ããã
ãšããæå³ãæã€ãæèšçãªèšèã§ãã
äžè¬çã« ãã¹ãã«ã¯ïŒãã€ãåžåœã®å代宰çžïŒ ã®åèšãšããŠç¥ãããŠããŸãã
åæãšãããã®ã¯ïŒ
"Nur ein Idiot glaubt, aus den eigenen Erfahrungen zu lernen.
Ich ziehe es vor, aus den Erfahrungen anderer zu lernen, um von vorneherein eigene Fehler zu vermeiden."
ïŒæè ã ããèªåã®çµéšããåŠã¶ãšä¿¡ããŠãããç§ã¯ããããæåããèªåã®èª€ããé¿ãããããä»äººã®çµéšããåŠã¶ã®ã奜ã[çŽèš³])
ããã¯ãæŽå²ããåŠã¶ããšããåºãæå³ã§ãè§£éãããåŸã«ãæŽå²ã«åŠã¹ããšãã衚çŸã«ãªã£ããšèããããŸãã
*6ïŒãªãã¯ã¹ãã©ãŒãè±èªèŸå žã«ããåè©ãšããŠã®ãgoogleãã远å ãããŠãã
ãªãã¯ã¹ãã©ãŒãè±èªèŸå žïŒOEDïŒã«åè©ãšããŠã® âgoogleâïŒå°æåïŒã åããŠåé²ãããã®ã¯ 2006幎6æ15æ¥ ã®ããšã§ã ðã
è±èªåã§ã®åããŠã®äœ¿çšã1998幎ãšèšããŸããããããã8幎ã§ãGoogleæ€çŽ¢ããããšããèšèãšè¡åãæ¥éã«åºãŸã£ãŠãã£ãããšããããããŸãã
äžæ¹ãæ¥æ¬èªã§ãã°ã°ãããšããèšèïŒïŒGoogleã§æ€çŽ¢ãããšããæå³ã®åè©ïŒã䜿ããå§ããã®ã¯ã2002幎é ãšãããŠããŸããè±èªåã ãã§ãªããè·é¢çã«ãèšèªåŠçã«ãé ããæ¥æ¬ãã®èšèã«ãŸã§æ³¢åããŠãããšããããæ¹ããŠé©ããããç¹ã§ããåœåã¯ãããã¹ã©ã³ã°ã§ããã2006å¹Žã«æµè¡èªå€§è³ã«éžåºãããã®ããã£ãããäžè¬ã«ãåºãŸã£ãããã§ãã
æ¬äœã®å¶äœã«å©çšãããŠããçæAIã«ã€ããŠ
æ¬äœã§ã¯è€æ°ã®çæAIãå©çšããŠå¶äœã«ããã£ãŠããŸãã
äž»ãªçšéãšçæAIã®çš®é¡ã¯ã以äžã®ãšããã§ããçæAI掻çšã®ãåèãŸã§ã
Googleã®ãGeminiã
Googleã®ãã«ãã¢ãŒãã«çæAIã§ãã
ãããããšæç« ã®æšæ²ã»å·çè£å©ðïžãäž»ã«ã€ã³ã¿ãŒããããGoogleã®æŽå²ã«ã€ããŠã®èª¿æ»ã«äœ¿çšðã
Microsoftã®ãMicrosoft Designerã
MicrosoftãæäŸããAIæèŒã®ã°ã©ãã£ãã¯ãã¶ã€ã³ããŒã«ã§ããããã³ããããç»åçæãã§ããŸãã
ããŒãã¿ãã¹ãã£ãŒãã³ã¹ãªã©ãã£ã©ã¯ã¿ãŒã€ã©ã¹ãã®çæã«äœ¿çšããŸããðšã
OpenAIã®ãChat-GPTã
ã€ã³ã¿ãŒããããGoogleã®æŽå²ããã®ä»ãããŸããŸãªç©äºã«ã€ããŠã®èª¿æ»ã
Designerã§çæããã€ã©ã¹ãã®è¡šæ ãã¿ãŒã³ã®äœæïŒäŸãã°ãããŒãã¿ã®ã€ã©ã¹ããæªåœ¹ä»€å¬¢é¢šã«äžæµãªç¬ã¿ãæµ®ãã¹ãŠâºïžâðãã®ãããªïŒãããŸããã
Microsoftã®ãCopilotã
ã€ã³ã¿ãŒããããGoogleã®æŽå²ããã®ä»ãããŸããŸãªç©äºã«ã€ããŠã®èª¿æ»ãè£å©çã«äœ¿çšããŠããŸããããã£ã©ã¯ã¿ãŒã®ãããã³ã®ãšãªã³ðâð«ãã坿ãã®ã§ãçãããŒã«ãšããŠã䜿ã£ãŠããŸãã
ïŒã話ã®ç¶ãã¯ãã¡ãïŒ