版權(quán)說(shuō)明:本文檔由用戶(hù)提供并上傳,收益歸屬內(nèi)容提供方,若內(nèi)容存在侵權(quán),請(qǐng)進(jìn)行舉報(bào)或認(rèn)領(lǐng)
文檔簡(jiǎn)介
GEOGuide
HowtoWininAISearch
YourUltimateGuidetogainmoreVisibilityon
AISearchEnginesandLargeLanguageModels
1
TableofContents
Introduction
08Introduction:Whyarewehere?
08Disruption1:OrganictrafficfromGoogleisindecline
09Disruption2:Newsearchplatformsemerge
WhyGEOandLLMOMatter
10WhyshouldyoucareaboutGenerativeEngineOptimization(GEO)andLargeLanguageModelOptimization(LLMO)?
11TheWild-Westisback
TheFundamentalDifference
12TraditionalSearch,AISearchandLLMs
12WhatareLLMs?
14LLMs-givinganswersbasedontheirknowledgebase
15LLMswithwebsearchcapabilities
16Overview-AISearchvsLLMvsTraditionalSearch
2
GEOGuide|HowtoWininAISearch
TableofContents
TopAI-drivenSearchEngines
17GoogleAIOverviews
19DoGoogleAI-Overviewsappearforeverysearch?
20ChatGPTSearch-alsoknownasSearchGPT
20WhenisthesearchinChatGPTtriggered?
21PerplexityAI
21OtherAIsearchesandLLMS
UserBehaviourischanging
22SEOkeywordsvs.searchprompts
GenerativeEngineOptimization(GEO)
24WhatisGEO-GenerativeEnginesOptimization?
25WhyYouShouldStartInvestinginGEOandLLMO
26GenerativeEngineOptimization-GEO
3
GEOGuide|HowtoWininAISearch
TableofContents
27WhatisthedifferencebetweenGEOandSEO?
30TraditionalSEOtacticsandhowtheylooklikeinGEO
MeasuringSuccessinAISearch
32SEOandGEOMetrics101:HowtomeasuresuccessforAIsearchandLLMs?
32AreSEOmetricsstillrelevant?
32SearchVolume:akeymetric
35Referraltraffic:WhattrafficfromLLM-basedsearchesiscomingtoyoursite?
36Goal#1:Brandvisibility
37LinkCitationTrackinginAISearch
37ImpactonOrganicandPaidCTR
ToolsforMonitoringBrandVisibility
38ToolsformonitoringofbrandvisibilityforAISearchesandLLMs
4
GEOGuide|HowtoWininAISearch
TableofContents
GEOMethods&OptimizationStrategies
39HowtooptimizeforAISearchandLLM
39GEOmethod-Ownedcontent-Howtodotherightcontentmarketing
40TheChallenge:InvisiblePrompts
40Reverse-EngineeringVisibility
40OptimizingOwnedContentforAISearch
43GEOmethod-SEOisstillrelevant!
45GEOMethod:UseSonYourContentforAISearch
46HowSchemaActuallyWorkswithAI
46TheSchemaTypesThatActuallyMatter
47TheUncomfortableRealityCheck
47ShouldYouBother?(Yes,Obviously)
48GEOmethod-PublicRelations-Associateyourbrandwiththerighttopics
49GEOmethod-Quotesandstatisticsinyourcontent
51GEOmethod-Optimizeforimportantauto-completionprompts
5
GEOGuide|HowtoWininAISearch
TableofContents
52GEOmethod-TechnicalGEO-IndexedbyLLM-bots,Robots.txtforLLMs
53WhataboutJSON-LD?
54GEOmethod-BelistedonWikipedia
55GEOmethod-Leveragenews/mediapartnersofLLMs
56GEOmethod-Researchentitiesinsteadofkeywords
57GEOmethod-BeonRedditandprovideuser-generatedcontent
59GEOmethod-FeedbacktoLLMsmatters
59GEOmethod-BlackHatGEO
Checklist
60YourGEO/LLMOchecklist
Conclusion
61Conclusion
6
GEOGuide|HowtoWininAISearch
TableofContents
Appendices
62Appendix1:GEOstudy
65Appendix2:AISearchmonitoringstudy
FAQs
66IsGEOimpossiblewithever-changingAIresponses?
68Isn’teveryanswerofanLLMunique?(memory,temperature)
68ArethereanyGEOagencies,likethereareSEOagencies?
References
69References
7
GEOGuide|HowtoWininAISearch
Introduction:
Whyarewehere?
Marketingteamsinallindustriesarecurrentlyfacingtwomaindisruptions.
Disruption1:OrganictrafficfromGoogleisindecline
Gartner
,theanalystfirm,ispredictinga50%decreaseoforganictrafficuntil2028duetoAIgeneratedanswers.Buttherealityis:alreadytoday,someindustriesandbrandsareimpactedbytherolloutofGoogleAIOverviewswhichstartedinMay2024.
Googleischanging,andthenumberofzero-clicksearchesarealreadyat60%inboththeUSandEurope.
8
GEOGuide|HowtoWininAISearch
Disruption2:Newsearchplatformsemerge
NewAIsearchexperiences(suchasPerplexity.AI)andAIchatbots(suchasChatGPT)are
increasinglybecomingagreatalternativetoGoogleSearch.WhileChatGPTisnowpartofthetop10websitesworldwide,newAIsearchexperiencessuchasPerplexity.AIareseeing
impressiveusergrowth.
Howdomarketingteamsrespondtothis
newrealityandbuildsustainablemarketingstrategies?
Inthisguide,you’llfindout.
WehelpyouunderstandthenewSEOworld,andwhyGenerativeEngineOptimization
(GEO)andLargeLanguageModel
Optimization(LLMO)areheretostay.
Ifyouhaveanyfurtherquestionsorfeedbackforus.Visitusat
https://otterly.ai
orsendusanemailat
hello@otterly.ai
.
PS:WehaveanAISearchOptimizationPlatform-calledOtterlyAI-thathelpsmarketingteamsmonitorbrandvisibilityonAIsearchesandoptimizeforabetterranking.Giveisafreetry
here
.
9
GEOGuide|HowtoWininAISearch
WhyGEOandLLMOMatter
WhyshouldyoucareaboutGenerativeEngineOptimization(GEO)andLargeLanguageModelOptimization(LLMO)?
Asamarketer,brandmanager,SEO(SearchEnginesOptimization)expert,youareinterestedin
whethersearchengineoptimizationisrelevantornotinthemonthstocome.ManyofourbusinessesrelyheavilyonsearchenginesandnowthatweheardaboutLLMs,wearewondering,isourbusinessdoomed?
ThisguideforGEO(GenerativeEngineOptimization)andLLMO(LargeLanguageModel
Optimization)shouldhelpyouunderstandthenewAIfrontier,andgiveyouadviceonhowtoevolveyourcurrentSEOeffortstoupcomingGEOefforts.
CurrentmarketforecastsletuslookupfromourcurrentSEOcampaignsandwonderwhatarethethreatsandwhatopportunitiesareahead.
Gartner(oneofthebiggestanalystcompanies)predictsthatsearch
trafficwilldecreaseby50%by2028(
source
,Gartner).
“Trends”reportindicatesthatthegenerativeAImarketreached
US$67billionin2024(
source
,Semrush).
TheworldwideAI(Artificial
Intelligence)searchandLLMmarketisexpectedtogrowbetween24%to36%peryearfrom2024to2030
(
source
,GrandViewResearch).
AIagentsandchatbots’growthisexpectedtogrowupto23%by
2030(
source
,GrandViewResearch).
KelseyLibert(SearchEngineLand)emphasizestheevolvingnatureofSEOinthecontextofAI,
stating:"ThefutureofSEOisaboutmentions,
authority,andAIrelevance.Here’showtosecurebrandvisibilityinAI-generatedsearchresults."
ButIguesstheseforecastsarenotwhatbringsyouhere.Mostofthebrandsthatwearetalkingwith,seeitintheirnumbersandanalyticsdata.
Organictrafficisatanalltimelow,leadsarestillcominginbuteveryonewondershowourbrandsandproductswillbefoundbyourcustomersinthefuture.Andtheyshiverabit.
Businessesseeupto40%dropsinorganictraffic(
source
,SeerInteractive)andthatfeelsbusiness-threatening.That’swhywesuggestyoureadthisGEO-guideandstartworkingwithyourSEO-
(soontobenamedGEO-)agencyorwithyourteam,tobuildastrategicplantoberecognizedandfoundbyLLMsandAI-basedsearches.
Soundsgood?Butlet’sstartwithsomebasics.
10
GEOGuide|HowtoWininAISearch
TheWild-Westisback
LookingatthenewAIsearchmarket,itfeelsliketheearlyWild-WestdaysofSEO,where
everyonewastryingeverythingtohaveskininthegame.That’swhatwewanttohelpyouwithinamorestructuredway.
Credit:ChatGPT
Still,someactivitieswillfeelliketheearlydaysofsearchandgettingyourwaytothetopofsearchresults.However,westronglyrecommendbuildingaGEOplanforthelongrun.
OptimizationforLLMsandAI-drivensearchfocusesonaligningyourbrandwithitspositioningwhileensuringyourproducts,team,andallrelevantinformationareeffectivelyintegratedintothe
responsesgeneratedbythesemodels.
Traditionalsearchresults,characterizedbybluelinks,arebecomingobsolete.Tostayrelevant,yourbrandmustbeprominentlyfeaturedinAIresponsesthroughtext,links,brandedcontent,quotes,
statistics,videos,andmore.
Let’sstartwithalittlebitofdefinitions(andhistory).
11
GEOGuide|HowtoWininAISearch
TheFundamentalDifference:
TraditionalSearch,AISearchandLLMs
Let'sexplorethekeydistinctionsbetweenTraditionalSearch,AISearch,andLargeLanguageModels(LLMs).Thejourneybeganin2022withtheemergenceofLLMs).
WhatareLLMs?
In2022,LLMs(LargeLanguageModels)appearedforthefirsttimeonstage.Ofcourse,the
technologyofAI(ArtificialIntelligence)andML(MachineLearning)havebeenthereforalongtime,butLLMsimpressedtheusersinawaythateveryonebecameawarethatthiswillhaveahuge
impactinthefuture(
source
,Dataversity).
Today,wehavealotofdifferentmodels(LLMs),alsocalledGenerativeAIengines,andtheyfollowdifferentapproaches.
HereisalistofthecurrentmostpopularLLMs(asofbeginningof2025):
OpenAIo1
OpenAIGPT-4o
DeepSeekR1
Llama3.1
Gemini2.0
PerplexitySonar
MistralAI'sMistral8x22B
Claude3.5Sonnet
Grok3
Attheend,allLLMswilluseasimilarapproachandkeepuptoeachother.
Now,let’sexplorethedifferences.TherearetwotypesofGenerativeAIexperienceswhenitcomestosearch/answerexperiences.
12
GEOGuide|HowtoWininAISearch
1.LLM(LargeLanguageModels)withinternalknowledgebase=Claude,Llama,andGrokrelyontheirinternalknowledge,whichisderivedfromextensivetrainingonvastdatasets.However,theirknowledgeislimitedtoinformationavailableuptotheirmostrecenttrainingperiod(referredtoastheknowledgecutoff)anddoesnotextendbeyondthatpoint.
2.AISearch=GooglewithAIOverviews,PerplexityandChatGPT.Thesearesearchenginesthat
useamixofLLM+websearchcapabilitiestogatherup-to-dateinformationfromtheinternet.Theyprobablyoptimizeshortsearchkeywordsintopromptstogiveusersabetterresponse.This
techniqueiscalledRAGor“Retrieval-AugmentedGeneration”.
YoucancallthoseAISearchexperiencesalsohybridsystemsastheycombineinternalknowledgewithaddingwebsearchcapabilities(calledRAG-RetrievalAugmentedGeneration).
WhyAISearchismorerelevantthanLLMs
PureandhybridLLMs
Outdated
LLMAnswersfrompuretrainingdata
Claude
LLAMA
Gemini
GPT-x
BasedonLLM
Knowledge
ChatGPT
AIOverviews
PerplexityAI
WebSearch
+
LLMKnowledge
AISearchEngines
Up-to-date
AISearchAnswerswithwebsearchcontent
Advantages:1.Realuserbehavior2.Basedonlocation3.Fastoptimization
AISearchplatformsstartedtogivecitationsofthesources(searchresults)usedwhichnotonlysendsreferraltraffictoyoursitebutalsohelpsyoutofindactionitemsforyourGEO(GenerativeEnginesOptimization).
ButwhatareAI-drivensearchenginesandhowaretheydifferentfromLLMs?WhatareGoogleAIoverviewsandhowdotheyplayinthisfield?
ItisalsocrucialtounderstandhowtheseLLMsandAISearchesareprocessingandpresentinginformation.
Firstofall,AIsearchenginescouldbeseenasansweringmachinesandnotassearchengines.Whichmeansthattheytrytogiveyouananswerinsteadofpresentingyousearchresults.
13
GEOGuide|HowtoWininAISearch
LLMs-givinganswersbasedontheirknowledgebase
PureLLMs(suchasClaude)willgiveyouanansweroutoftheirknowledge(trainingdata).Theyonlygetnewinformationwhentheirvendorsarere-trainingthemodel.Thiscancostfromafewmillions(DeepSeek)tohundredsofmillions(inOpenAI’scase).
FortheseLLMs,theLLMO(LargeLanguageModelOptimization)willonlyworkwithlong-termbrandpositioningstrategies.
(source,ClaudeAI)
14
GEOGuide|HowtoWininAISearch
AISearcheswillusesearchqueriesliketraditionalsearchtogetup-to-dateinformationandenrichtheircurrentresponse.ThisisalittlebitsimilartoSEOasyouknowitBUTtherearestillalotof
LLMswithwebsearchcapabilities
differences.
AISearchesareoften(notalways)usingRAGwhichmeansthatwithyourprompts,theLLMwillstartasearchquerytoasearchengine(Google,Bing,etc)andusetheresultstogatherup-to-datenewsorinformationfortheresponse.IfyouwouldaskanLLMaboutthepresidentofacountrythathadrecentelections,youonlygetanaccurateresponsewiththisapproach.
Thisprocesshappensindifferentsteps:TheAI/LLMchooseswhichwebsearchsources(socalledcitationsorsourcelinks)toprocess,thenit’sscraping(reading)allthecontentofthelinksandattheenditbuildsitsaresponsebasedonthecontentofthepagesanditsinnerknowledge.
Itcanstilldecidetogiveyouadifferentrepresentationofthecontentthanthecontentitprocessed.That’swhatmakesitverytrickyandit’sdifferentfromtraditionalsearch.
Traditionalsearchjustfindsamatchandshowsyoublueresultlinks.
(source,PerplexityAI)
Forexample,PerplexityAI-anAISearchisretrievinglivedatafromawebsiteafterbeingaskedabouttheweatherinMiami.
15
GEOGuide|HowtoWininAISearch
Overview-AISearchvsLLMvsTraditionalSearch
Let’sstartwithanoverviewonhowdifferenttypesofLLMsworkvs.traditionalsearchandwhatkindofoptimizationseemstoworkthere.
AIsearchesLLMsTraditionalSearch
GoogleAIO,
Perplexity,ChatGPT
Search
Google,Bing
AImodels
Claude,LLama,Grok,OpenAIGPT-4o
Searchresults&
Knowledgebasedon
Internalknowledge
Indexedpages
base(LLM)
Internalknowledge
base(LLM)
Promptsis
processedfrom
internaltrainingdata
andknowledgeand
resultsarecreated
Searchengine
showsresult
pages.
LLMinterprets
promptsandadds
Howgenerationworks
searchresultsas
contextbasedon
typeofprompt
Howresults
arecreated
Responseintextwithcitationlinks
Responseintext
Resultlinks
Whatspeed
Fast
Medium
Fast
Lowabilityto
optimization,LLMO-
needstimeuntil
retraining
Howmuch
influenceandoptimization?
Mediumabilityto
Highabilityto
influence,source
optimization,fastto
linkscanhelpyouto
react
optimizefaster
(
source
,SeerInteractive)
SeerInteractiveisaveryresourcefulagencyintheAI-searchspaceandtheyprovidealotofvitalinformationonthistopic.StartfollowingWilReynolds(theirfounder)foralotofexpertcontent.
16
GEOGuide|HowtoWininAISearch
TopAI-drivenSearchEngines
GoogleAIOverviews
Googlewasthebiggestsearchengineforthelast25years-andstillistoday.AndwhilewegetgreatresultsonGooglestills,GoogleitselfisnotanAnswerEngine,it’saSearchEngine.
Meaning,asauser,youhavetogothroughalotofsearchresultstofindanswerstoyourquestions.Forus,aswebsiteprovidersthisgivesuslotsofopportunitytoacquiretrafficandgetconversions.Butwhatisthebestsearchexperiencein2025?
ItwasclearthatGooglewilladoptAIandLLMsintotheirproduct,thequestionwasjusthow.Astheleaderofthecategoryitisalsohardtomakechanges.
GoogleGeminiisGoogle’sLLManditfounditswayintotheirsearchproductinMay2024(andalsoinotherGoogleproducts,bytheway).ThenewGoogleAIOverviewsontopofthesearchresultsaretheresultoftheintegratedLLMinGoogle.
(source,Otterly.AI)
MoreinformationonhowGoogleAI-overviewsworkindetailcanbefoundinthisarticle(
source
,RichAnger).
17
GEOGuide|HowtoWininAISearch
GoogleAI-Overviews(AIO)arelike“FeaturesSnippets”.Currently,theGoogleAI-Overviewsare
showninalmostallcountries,excepttheEU(EuropeanUnion).Probably,becauseoftheEUAIAct,whichisalawtoregulateAIintheEUregion.However,assoonasthisislaunchedintheEU,all
countriesinEuropewillseethedrasticeffectsofLLMsonsearch.
Butwait,whilewritingthisGEOguide,weheardthatinsomecountriesintheEU,AIOswerespottedoutinthewild,whichisexcitingnews.
Basedonsomestudies(SeerInteractive,SEMrush),theconversionratesandtheClick-Through-
Rates(CTR)aredroppingdramaticallywhenAIOsareshowninaGooglesearchresult.Thisis
becausethequestionsofusersarealreadyansweredinGoogleitselfandtheyhavenoneedtosurfonanyfurtherresources(clickingthroughresultlinks).
Especially,ifyouhavelotsoforganictrafficfromtopofthefunnel/highlevelsearchqueries,thismighthavesomenegativeimplicationsforyou..ThomasPeham,CEOofOtterly.AI,sharesinthisLinkedInpostwhyHubspot’srecenthugeorganictrafficdropisawake-up-callforeveryonewhobuilttheirlead-generation-strategyoninformationalcontent(
source
,Otterly.AI).
Credit:Otterly.AI,SEMrush
18
GEOGuide|HowtoWininAISearch
DoGoogleAI-Overviewsappearforeverysearch?
GoogleAI-Overviewsarecommonlytriggeredbyquestionsandmoredetailedsearchqueries.Their
appearanceheavilydependsonthenatureofthesearchpromptsandthespecificindustriesinvolved.RecentstudiesindicatethatAI-Overviewsshowupin30%ofallsearchesandnearly75%ofproblem-solvingqueries(
source
,Authoritas).
Whiletheexacttriggersremainuncertain,it’sclearthatwecanexpecttheirfrequencytogrowovertime(
source
,Otterly.AI).
So,whatkindsofsearchqueriesaremostlikelytopromptaGoogleAI-Overview?Let'sexplorefurther.InformationalsearcheshaveaveryhighlikelihoodoftriggeringanGoogleAI-Overview.
Navigationalqueriesisaninternetsearchwiththeintentoffindingaspecificwebsiteorwebpage.Inthesecases,GoogleAI-Overviewshavenotshownup(
source
,
SEOroundtable).
Commercialqueriesarequeriesthattrytofindspecificproductsandtransactionalquerieshaveaveryhighbuying-intent(eCommerce).TheyarecurrentlytriggeringaGoogleAI-Overview.
SEMrushanalysedthedistributionofsearchintentsforGoogleandChatGPT.
Searchestraditionallyhavethesesearchintents:
Commercial(evaluatingandresearchingproducts)Transactional(purchasingproducts&services)
Navigational(findingspecificwebsites)
Informational(learningaboutsomething)
Sparktoroalsodidabigresearchonthesearchintentionsofusersingeneral(
source
,Sparktoro).Ifyouareinterestedinmoredetailsonthissubject.
19
GEOGuide|HowtoWininAISearch
ChatGPTSearch-alsoknownasSearchGPT
ChatGPTSearchisoneofthenewestdevelopmentsofOpenAI(
source
,Otterly.AI).ItmakesChatGPTactuallyanAIsearch.MoreaboutChatGPTsearchcanbefoundinthisarticle(
source
,Otterly.AI).
WhenisthesearchinChatGPTtriggered?
Inrecentexperimentsconducted,itwasfoundoutthataroundhalfofthequeriesforChatGPTtriggeredasearch(SearchGPTturnedon)andtheotherhalfwasdonewithoutthisfeature.
Theshorterthesearchpromptanditismorelikeasearchkeyword,thenthetraditionalsearchis
activated.Whenthepromptsarelonger(averagepromptlengthis23words),thewebsearchismorelikelytobeturnedoff.
20
GEOGuide|HowtoWininAISearch
PerplexityAI
PerplexityAIisanadvancedAI-poweredsearchandresearchassistantdesignedtoprovideprecise,contextual,andwell-citedanswerstouserqueries.Unliketraditionalsearchengines,PerplexityAI
focusesondeliveringdirectresponsesinsteadofjustalistoflinks,integratingreal-timewebsearches,AIsummarization,anddeepcontextualunderstanding.
SimilartoChatGPTsearch(however,itwasfirstinthesewebsearchingcapabilities),butitalsospecializesinresearchandanalysisandcanreturnknowhowfromacademicresearch,technicalinquiries,anddeep-diveinvestigationsintocomplextopics.
CrystalCarter,HeadofSEOCommunicationsatWix,emphasizestheimportanceofoptimizingforbrandvisibilityinAI-drivensearchplatforms:
"AsmoreAItoolshaveevolvedtoincludecitationsorlinkstooriginalsourcesbydefault,thehesitancearoundallowingAIbotstocrawlwebsiteshasdiminishedsomewhat."
(
source
,Lumar)
OtherAIsearchesandLLMS
Ofcourse,therearemoreLLMsandAIsearches,butlookingattheusagedataofAIsearches,ChatGPT,GoogleAI-Overviewsarethemostrelevantones.
PerplexityAIisoneofthefirstpureAIsearches.
OtherLLMsareGemini,Claude,Grok(X),Deepseek,etcarerisingbutcurrentlyarenotrelevantfromaperspectiveofwhatyourpotentialcustomerswill
usetoresearchproducts.
21
GEOGuide|HowtoWininAISearch
UserBehaviouris
changing
SEOkeywordsvs.searchprompts
ThenaturalinclinationforanySEOmarketeristotaketheirextensivekeywordlistsandapplythemtoLLMsandAI-poweredsearchengines.However,thisprocessisn'tasstraightforwardasitmightseem.
Forinstance,ifyousearchfor"downhillmountainbike"onGoogle,you'lllikelyseelinksto
informationalcontentexplainingwhatadownhillmountainbikeis,alongsidenumerouslinksto
ChatGPT
Screenshot:The
samesearchquery,differentresults
brandssellingthesebikes.Incontrast,anAI-poweredsearchengineorlanguagemodelwilltypicallyprovideadetailedexplanationofwhatadownhillmountainbikeis,withoutdirectingyoutobrand-specificpages.
Goole
g
22
GEOGuide|HowtoWininAISearch
What’sparticularlyintriguingiswhethertheAIsearchtriggersawebsearchand,ifso,whichsourcelinksituses.However,beyondthat,there’slittlemeasurable,brand-specifictraffictoanalyze.
InthecontextofLLMsandAIsearchengines,traditionalkeywordsarebeingreplacedbymoreconversationalsearchprompts-questionsphrasedinnatural,human-readablelanguage.For
example,insteadofsimplysearching"downhillmountainbike,"ausermightask,"Whatdownhillmountainbikewouldyourecommendfora40-year-old,well-trainedman?"
Thisshiftisreflectedintheaveragelengthofqueries.Whiletraditionalsearchenginequeriesaretypicallybetween2-4wordslong,promptsforLLMsaveragearound13words.(
source
,
ResearchGate)
Inessence,SEOkeywordsareevolvingintosearchpromptsthataremorespecificandintentional.Interestingly,researchshowsthatsimilarpromptstendtoyieldsimilarresults,meaningthere’snoneedtooptimizeforcountlessvariationsofsearchprompts.
Now,let’sdiveintotherealreasonyou’rereadingthisguide.
23
GEOGuide|HowtoWininAISearch
GenerativeEngineOptimization(GEO)
WhatisGEO-GenerativeEnginesOptimization?
Abbreviations:GEO,GAIO,LLMO,andmore
Withtheemergenceofthisnewfield,severalabbreviationshavesurfaced.Whiletherearen'tanyuniversallyagreed-upondefinitionsyet,we’reworkingtoclarifythesetermsforyou.
GAIO(GenerativeAIOptimization)
ThisservesastheoverarchingtermfortechniquesaimedatshapingtheoutputandtrainingofAIsystems,includinglargelanguagemodels(LLMs).
GEO(GenerativeEnginesOptimization)
ThinkofthisastheevolutionofSEO,tailoredspecificallyforAI-poweredsearchenginesandhybridLLMswithwebsearchfunctionalities.
LLMO(LargeLanguageModelOptimization)
ThisfocusesonrefiningthetrainingdatafedintoLLMs,whichcanbealong-termstrategy.
Let’sdiveabitdeeperintoGEO(whichwillalsoincludeLLMO).Fortheeaseofwriting,weincludeLLMOwheneverwementionGEO.
24
GEOGuide|HowtoWininAISearch
WhyYouShouldStartInvestinginGEOandLLMO
Tokeepyourbusinesscompetitive,it’simportanttostartinvestinginGEOandLLMOnow.Chancesare,yourcustomers-ortheircustomers-arealreadyusingthelatestAItools,likeChatGPT,tomakepurchasingdecisions.Here'swhyyoushouldactquickly:
ChatGPTisinthetop10thofthebiggestwebsitesintheworld:ThereareseriousalternativestoGoogleforthefirsttimeinalongtime!
Traditionalsearchislosingground:AI-poweredsearchisbecomingmorepopular,whileoldersearchmethodsarebeingusedless.
Leadthewayinanewspace:Thisisstillanewandgrowingfield.Businessesthatactnowcanestablishthemselvesasleadersandsetthestandardintheirindustries.
InfluencehowAIlearnsaboutyourbrand:AImodelsneedtimetolearn.Byoptimizingyourcontentearly,youcanshapehowthesesystemsunderstandanddisplay
informationaboutyourbrand.
Buildearlyauthority:Rightnow,evensimplestrategiescanproduceresults.Butinthelongrun,businesseswithstrongauthoritywillcomeoutontop.FocusingonGEO
optimizationcansecureyourplaceinAI-drivensearchrankings.
PrepareforAIshoppingassistants:Thesetoolsarecomingsoonandwillprioritizewell-knownbrands.Makesureyourbrandstandsoutagainstcompetitors.
ClaimtopspotsinAIresults:Justlikeprimerealestate,beingmentionedfirstinAIsearchresultscandrivemoretraffictoyoursite.Italsohelpsoffsetthedeclineinorganicsearchtraffic.
Stayaheadofthecurve:Thesearchlandscapeischangingfast.AdaptingtoAI-drivenalgorithmsandtrendswillhelpyourbusinessnotjustsurvive,butthrive.
ForSEOexperts,thisshifttoAI-drivensearchmightseemoverwhelming.Butremember,you’vebeenadaptingtosearchenginealgorithmsforyears.ThesenewAIplatformscanalsobeoptimized-if
youstartearlyandstayproactive.
25
GEOGuide|HowtoWininAISearch
GEO-GenerativeEngineOptimization
Theprocessofoptimizingabrand,productoranyentitytobevisibleinaresponsegeneratedbyAISearchesandLLMslikeChatGPT,GoogleAI-Overviews,Gemini,Claude,PerplexityAI,DeepSeek,Mistral,Llama,Grok.
GEOshouldhelpensurethatyourbrandismentionedintheresponseoftheLLMbasedonyour
positioning,products,expertsandotherinformation,sothattheLLMismentioningitandrankingithighintheresponse.
Rightnow,wearetalkingabouttext-basedmentions,linksandotherwaystoincludeyourbrandcontentviaquotes,citations,statistics,videosandvideos.
Wedon’tknowwhatGenAIbuilderswilladdnext(yourbrandcouldbeinadynamicallycreatedvideooradinthenearfuture).
Ingeneral,it’salong-termprocessasitisforSEO.InSEO,youcouldhavesomefastergrowthhacksandbesuccessfulbydrivingalotoftraffictoapage.But,SEOwasandisalong-termgame.In
GEO,therearefewershortcuts.
Thatdoesnotmeanthatyoucan’t.Atleastrightnow.
Wedidsomeresearch,placingarticlesontherightplatformswiththeexactwordingandsoon,theywerefoundbyAI-drivensearchesandLLMsandinfluencedtheiroutcomes.
Probably,rightnow,inthecurrentperiodofWild-WestintheGEOspace,allkinds
溫馨提示
- 1. 本站所有資源如無(wú)特殊說(shuō)明,都需要本地電腦安裝OFFICE2007和PDF閱讀器。圖紙軟件為CAD,CAXA,PROE,UG,SolidWorks等.壓縮文件請(qǐng)下載最新的WinRAR軟件解壓。
- 2. 本站的文檔不包含任何第三方提供的附件圖紙等,如果需要附件,請(qǐng)聯(lián)系上傳者。文件的所有權(quán)益歸上傳用戶(hù)所有。
- 3. 本站RAR壓縮包中若帶圖紙,網(wǎng)頁(yè)內(nèi)容里面會(huì)有圖紙預(yù)覽,若沒(méi)有圖紙預(yù)覽就沒(méi)有圖紙。
- 4. 未經(jīng)權(quán)益所有人同意不得將文件中的內(nèi)容挪作商業(yè)或盈利用途。
- 5. 人人文庫(kù)網(wǎng)僅提供信息存儲(chǔ)空間,僅對(duì)用戶(hù)上傳內(nèi)容的表現(xiàn)方式做保護(hù)處理,對(duì)用戶(hù)上傳分享的文檔內(nèi)容本身不做任何修改或編輯,并不能對(duì)任何下載內(nèi)容負(fù)責(zé)。
- 6. 下載文件中如有侵權(quán)或不適當(dāng)內(nèi)容,請(qǐng)與我們聯(lián)系,我們立即糾正。
- 7. 本站不保證下載資源的準(zhǔn)確性、安全性和完整性, 同時(shí)也不承擔(dān)用戶(hù)因使用這些下載資源對(duì)自己和他人造成任何形式的傷害或損失。
最新文檔
- 中藥材種植員創(chuàng)新應(yīng)用評(píng)優(yōu)考核試卷含答案
- 海水珍珠養(yǎng)殖工標(biāo)準(zhǔn)化強(qiáng)化考核試卷含答案
- 煤礦智能掘進(jìn)員保密測(cè)試考核試卷含答案
- 金屬打火機(jī)制作工測(cè)試驗(yàn)證測(cè)試考核試卷含答案
- 樟腦升華工崗前基礎(chǔ)晉升考核試卷含答案
- 2025年直流離子風(fēng)機(jī)項(xiàng)目發(fā)展計(jì)劃
- 2025年現(xiàn)場(chǎng)總線(xiàn)控制系統(tǒng)合作協(xié)議書(shū)
- 貓頭鷹介紹教學(xué)課件
- 貓和老鼠英語(yǔ)介紹
- 牛頓介紹教學(xué)
- 北電電影學(xué)電影評(píng)論2025年初試文常真題及答案解析
- 第14課 算法對(duì)生活的影響 課件 2025-2026學(xué)年六年級(jí)上冊(cè)信息技術(shù)浙教版
- 食品檢驗(yàn)檢測(cè)技術(shù)專(zhuān)業(yè)介紹
- 2025年事業(yè)單位筆試-貴州-貴州財(cái)務(wù)(醫(yī)療招聘)歷年參考題庫(kù)含答案解析(5卷套題【單項(xiàng)選擇100題】)
- 二年級(jí)數(shù)學(xué)上冊(cè)100道口算題大全(每日一練共12份)
- 藥店物價(jià)收費(fèi)員管理制度
- 數(shù)據(jù)風(fēng)險(xiǎn)監(jiān)測(cè)管理辦法
- 國(guó)家開(kāi)放大學(xué)《公共政策概論》形考任務(wù)1-4答案
- 肝惡性腫瘤腹水護(hù)理
- 兒童語(yǔ)言發(fā)育遲緩課件
- 2025年河南省鄭州市中考一模英語(yǔ)試題及答案
評(píng)論
0/150
提交評(píng)論