{"id":8092,"date":"2024-01-16T12:41:27","date_gmt":"2024-01-16T11:41:27","guid":{"rendered":"https:\/\/refinery89.com\/?p=8092"},"modified":"2024-06-14T11:39:16","modified_gmt":"2024-06-14T09:39:16","slug":"optimeringsmotor-for-innehallsrekommendation","status":"publish","type":"post","link":"https:\/\/refinery89.com\/sv\/content-recommendation-engine-optimisation\/","title":{"rendered":"Optimering av inneh\u00e5llsrekommendationsmotorer: en omfattande guide"},"content":{"rendered":"<p data-renderer-start-pos=\"74\">En inneh\u00e5llsrekommendationsmotor \u00e4r ett verktyg som anv\u00e4nder algoritmer f\u00f6r att f\u00f6resl\u00e5 produkter eller inneh\u00e5ll f\u00f6r anv\u00e4ndare baserat p\u00e5 deras tidigare interaktioner, preferenser och olika andra datapunkter. Detta verktyg anv\u00e4nds flitigt inte bara p\u00e5 webbplatser som genererar inneh\u00e5ll, utan \u00e4ven p\u00e5 online-detaljhandelsplatser, streamingtj\u00e4nster och sociala medieplattformar.<\/p>\n<p data-renderer-start-pos=\"405\">Konsumentbeteendet har f\u00f6r\u00e4ndrats drastiskt b\u00e5de vad g\u00e4ller inneh\u00e5ll och produkter. Inga k\u00f6p sker utan att din kund tidigare har konsulterat recensionsavsnittet. N\u00e4r de v\u00e4ljer en film att titta p\u00e5, en artikel att l\u00e4sa eller h\u00f6rlurar att k\u00f6pa, f\u00f6rlitar sig kunderna starkt p\u00e5 rekommendationsavsnittet eller \u201credakt\u00f6rens val\u201d. <span id=\"0e6ab295-34ab-45ba-86f3-98aa7a5bbb11\" class=\"inline-highlight first-mark-highlight\" data-renderer-mark=\"true\" data-mark-type=\"annotation\" data-mark-annotation-type=\"inlineComment\" data-id=\"0e6ab295-34ab-45ba-86f3-98aa7a5bbb11\">Vanligtvis g\u00f6rs inneh\u00e5llsrekommendationer genom widgetar f\u00f6r relaterat inneh\u00e5ll, ofta m\u00e4rkta som \u201c<\/span><strong data-renderer-mark=\"true\"><span id=\"0e6ab295-34ab-45ba-86f3-98aa7a5bbb11\" class=\"inline-highlight\" data-renderer-mark=\"true\" data-mark-type=\"annotation\" data-mark-annotation-type=\"inlineComment\" data-id=\"0e6ab295-34ab-45ba-86f3-98aa7a5bbb11\">rekommenderat inneh\u00e5ll<\/span><\/strong><span id=\"0e6ab295-34ab-45ba-86f3-98aa7a5bbb11\" class=\"inline-highlight\" data-renderer-mark=\"true\" data-mark-type=\"annotation\" data-mark-annotation-type=\"inlineComment\" data-id=\"0e6ab295-34ab-45ba-86f3-98aa7a5bbb11\">\u201d eller \u201c<\/span><strong data-renderer-mark=\"true\"><span id=\"0e6ab295-34ab-45ba-86f3-98aa7a5bbb11\" class=\"inline-highlight\" data-renderer-mark=\"true\" data-mark-type=\"annotation\" data-mark-annotation-type=\"inlineComment\" data-id=\"0e6ab295-34ab-45ba-86f3-98aa7a5bbb11\">du kanske ocks\u00e5 gillar\u201d<\/span><\/strong><span id=\"0e6ab295-34ab-45ba-86f3-98aa7a5bbb11\" class=\"inline-highlight last-mark-highlight\" data-renderer-mark=\"true\" data-mark-type=\"annotation\" data-mark-annotation-type=\"inlineComment\" data-id=\"0e6ab295-34ab-45ba-86f3-98aa7a5bbb11\">. Ett annat s\u00e4tt \u00e4r att integrera native-annonser. Detta format kan vara mycket m\u00e5linriktat baserat p\u00e5 anv\u00e4ndarbeteende, intressen och inneh\u00e5llsrelevans, vilket \u00f6kar sannolikheten f\u00f6r att n\u00e5 en publik som \u00e4r genuint intresserad av annonsinneh\u00e5llet. Refinery89 erbjuder detta h\u00f6gpresterande format.\u00a0<\/span><\/p>\n<p data-renderer-start-pos=\"851\">Rekommendationsmotorer g\u00f6r underverk f\u00f6r Amazon, Netflix (eller vilken annan streamingplattform som helst f\u00f6r den delen), Spotify, YouTube eller, s\u00e5 sm\u00e5ningom, f\u00f6r vilken inneh\u00e5llsplattform som helst. Numera str\u00e4cker sig rekommendationsmotorer bortom tj\u00e4nster till fysiska produkter och ber\u00f6r allt inneh\u00e5ll fr\u00e5n teknikartiklar till matrecept.<\/p>\n<p data-renderer-start-pos=\"1174\">Rekommendationsmotorernas allest\u00e4desn\u00e4rvaro g\u00f6r dem till ett oumb\u00e4rligt verktyg, och det \u00e4r t\u00e4nkbart att med utvecklingen av AI kommer deras prediktiva f\u00f6rm\u00e5ga att \u00f6vertr\u00e4ffa m\u00e4nsklig expertis. Dessa motorer k\u00e4nner troligen anv\u00e4ndarna b\u00e4ttre \u00e4n de k\u00e4nner sig sj\u00e4lva.<\/p>\n<p data-renderer-start-pos=\"1421\">Precisionen hos en v\u00e4lutvecklad rekommendationsmotor \u00f6vertr\u00e4ffar till och med de mest p\u00e5litliga r\u00e5den fr\u00e5n v\u00e4nner eller experter.<\/p>\n<p data-renderer-start-pos=\"1543\">D\u00e5 SEO hj\u00e4lper till att uppt\u00e4cka webbplatser, Recommendation Engine Optimization (REO)<span id=\"653d4662-82a0-4c7b-872f-cb916ba623c0\" class=\"\" data-renderer-mark=\"true\" data-mark-type=\"annotation\" data-mark-annotation-type=\"inlineComment\" data-id=\"653d4662-82a0-4c7b-872f-cb916ba623c0\"> f\u00f6rb\u00e4ttrar produkt- och inneh\u00e5llsrekommendationer.<\/span> Allt fler kunder <span id=\"7f081585-a742-4dea-97ab-115fcfa6263f\" class=\"\" data-renderer-mark=\"true\" data-mark-type=\"annotation\" data-mark-annotation-type=\"inlineComment\" data-id=\"7f081585-a742-4dea-97ab-115fcfa6263f\">enligt <\/span><a class=\"cc-tgpl01\" title=\"https:\/\/www.gwi.com\/connecting-the-dots?utm_campaign=FY24_CC_ALL_GL_CTD&amp;utm_source=email&amp;utm_medium=adweek&amp;utm_term=nov152023&amp;utm_content=fy2411_adweek_contentsyndication_ctd2024#pick-a-trend\" href=\"https:\/\/www.gwi.com\/connecting-the-dots?utm_campaign=FY24_CC_ALL_GL_CTD&amp;utm_source=email&amp;utm_medium=adweek&amp;utm_term=nov152023&amp;utm_content=fy2411_adweek_contentsyndication_ctd2024#pick-a-trend\" data-testid=\"link-with-safety\" data-renderer-mark=\"true\"><span id=\"7f081585-a742-4dea-97ab-115fcfa6263f\" class=\"\" data-renderer-mark=\"true\" data-mark-type=\"annotation\" data-mark-annotation-type=\"inlineComment\" data-id=\"7f081585-a742-4dea-97ab-115fcfa6263f\">GWI <\/span><\/a><span id=\"7f081585-a742-4dea-97ab-115fcfa6263f\" class=\"\" data-renderer-mark=\"true\" data-mark-type=\"annotation\" data-mark-annotation-type=\"inlineComment\" data-id=\"7f081585-a742-4dea-97ab-115fcfa6263f\">rapport<\/span>delar g\u00e4rna med sig av personliga uppgifter f\u00f6r att f\u00e5 skr\u00e4ddarsydda r\u00e5d, och ser detta som att dela information med en l\u00e4kare f\u00f6r en korrekt diagnos.<\/p>\n<h3 data-renderer-start-pos=\"1872\"><\/h3>\n<p>&nbsp;<\/p>\n<h3 id=\"Distinguishing-SEO-from-REO.\" data-renderer-start-pos=\"1872\">Att skilja SEO fr\u00e5n REO.<\/h3>\n<ul class=\"ak-ul\" data-indent-level=\"1\">\n<li>\n<p data-renderer-start-pos=\"1906\"><strong data-renderer-mark=\"true\">M\u00e5l<\/strong>:<\/p>\n<ul class=\"ak-ul\" data-indent-level=\"2\">\n<li>\n<p data-renderer-start-pos=\"1920\"><strong data-renderer-mark=\"true\">SEO<\/strong> driver trafik till webbplatsen, fr\u00e5n s\u00f6kmotorer.<\/p>\n<\/li>\n<li>\n<p data-renderer-start-pos=\"1979\"><strong data-renderer-mark=\"true\">REO<\/strong> f\u00f6rb\u00e4ttrar engagemang och tillfredsst\u00e4llelse genom att tillgodose anv\u00e4ndarnas behov, inom en webbplats.<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p data-renderer-start-pos=\"2069\"><strong data-renderer-mark=\"true\">Anv\u00e4ndarens avsikt<\/strong>:<\/p>\n<ul class=\"ak-ul\" data-indent-level=\"2\">\n<li>\n<p data-renderer-start-pos=\"2085\"><strong data-renderer-mark=\"true\">SEO<\/strong> riktar sig till anv\u00e4ndare med specifika s\u00f6kfr\u00e5gor som matchar avsikt med inneh\u00e5ll.<\/p>\n<\/li>\n<li>\n<p data-renderer-start-pos=\"2165\"><strong data-renderer-mark=\"true\">REO<\/strong> erbjuder rekommendationer utan explicita fr\u00e5gor.<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p data-renderer-start-pos=\"2223\"><strong data-renderer-mark=\"true\">Data<\/strong>:<\/p>\n<ul class=\"ak-ul\" data-indent-level=\"2\">\n<li>\n<p data-renderer-start-pos=\"2232\"><strong data-renderer-mark=\"true\">SEO<\/strong> anv\u00e4nder nyckelordsdata och s\u00f6k trender.<\/p>\n<\/li>\n<li>\n<p data-renderer-start-pos=\"2276\"><strong data-renderer-mark=\"true\">REO<\/strong> f\u00f6rlitar sig p\u00e5 maskininl\u00e4rning f\u00f6r att analysera anv\u00e4ndares personuppgifter.<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul class=\"ak-ul\" data-indent-level=\"1\">\n<li>\n<p data-renderer-start-pos=\"2347\"><strong data-renderer-mark=\"true\">Interaktion<\/strong>:<\/p>\n<ul class=\"ak-ul\" data-indent-level=\"2\">\n<li>\n<p data-renderer-start-pos=\"2363\"><strong data-renderer-mark=\"true\">SEO<\/strong> interaktioner sker n\u00e4r anv\u00e4ndare initierar en s\u00f6kning, med framg\u00e5ng m\u00e4tt genom klickfrekvens.<\/p>\n<\/li>\n<li>\n<p data-renderer-start-pos=\"2466\"><strong data-renderer-mark=\"true\">REO<\/strong> Interaktionen inleds utan anv\u00e4ndarens direkta fr\u00e5ga och levererar ett effektivt engagemang.<\/p>\n<p>&nbsp;<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><\/h2>\n<h2>Inneh\u00e5llsrekommendationsmotor<\/h2>\n<p data-renderer-start-pos=\"2573\">Rekommendationsmotorer \u00e4r utformade f\u00f6r att f\u00f6ruts\u00e4ga och f\u00f6resl\u00e5 objekt eller inneh\u00e5ll som en anv\u00e4ndare kan finna intressant, och leverera dessa rekommendationer p\u00e5 ett relevant och v\u00e4rdefullt s\u00e4tt. Dessa f\u00f6rslag h\u00e4rr\u00f6r vanligtvis fr\u00e5n analysen av en anv\u00e4ndares tidigare beteenden, inklusive tidigare interaktioner, k\u00f6p och uttryckta preferenser.<\/p>\n<p data-renderer-start-pos=\"2919\">Det finns olika typer av rekommendationsmotorer, och de delas generellt in i tre kategorier:<\/p>\n<ol class=\"ak-ol\" start=\"1\" data-indent-level=\"1\">\n<li>\n<p data-renderer-start-pos=\"3018\"><strong data-renderer-mark=\"true\">Samarbetsinriktad<\/strong><\/p>\n<ul class=\"ak-ul\" data-indent-level=\"2\">\n<li>\n<p data-renderer-start-pos=\"3036\"><strong data-renderer-mark=\"true\">Anv\u00e4ndarbaserad<\/strong>Om anv\u00e4ndare med liknande smak gillade ett visst objekt eller inneh\u00e5ll, kunde det objektet eller inneh\u00e5llet rekommenderas till andra i samma preferensgrupp.<\/p>\n<\/li>\n<li>\n<p data-renderer-start-pos=\"3198\"><strong data-renderer-mark=\"true\"><span id=\"22e43889-4806-481e-8822-825fdaa6694a\" data-renderer-mark=\"true\" data-mark-type=\"annotation\" data-mark-annotation-type=\"inlineComment\" data-id=\"22e43889-4806-481e-8822-825fdaa6694a\">Objektbaserad<\/span><\/strong><span id=\"22e43889-4806-481e-8822-825fdaa6694a\" data-renderer-mark=\"true\" data-mark-type=\"annotation\" data-mark-annotation-type=\"inlineComment\" data-id=\"22e43889-4806-481e-8822-825fdaa6694a\">Om en anv\u00e4ndare gillar en viss artikel, f\u00f6resl\u00e5r systemet andra artiklar, som delar likheter med den f\u00f6rsta.<\/span><\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<ol class=\"ak-ol\" start=\"2\" data-indent-level=\"1\">\n<li>\n<p data-renderer-start-pos=\"3330\"><strong data-renderer-mark=\"true\">Inneh\u00e5llsbaserad<\/strong>:<br \/>\nDetta tillv\u00e4gag\u00e5ngss\u00e4tt baserar sina f\u00f6rslag p\u00e5 f\u00f6rem\u00e5lens egenskaper och anv\u00e4ndarens angivna preferenser. P\u00e5 s\u00e5 s\u00e4tt kan en filmrekommendationsmotor f\u00f6resl\u00e5 filmer baserade p\u00e5 genrer eller sk\u00e5despelare som anv\u00e4ndaren har visat intresse f\u00f6r. Samma sak kan h\u00e4nda med artiklar i en liknande kategori.<\/p>\n<\/li>\n<\/ol>\n<ol class=\"ak-ol\" start=\"3\" data-indent-level=\"1\">\n<li>\n<p data-renderer-start-pos=\"3635\"><strong data-renderer-mark=\"true\">Hybridmetoder<\/strong>:<br \/>\nDessa system kombinerar olika metoder, ofta genom att blanda kollaborativ filtrering och inneh\u00e5llsbaserad filtrering, f\u00f6r att f\u00f6rb\u00e4ttra noggrannheten och variationen i rekommendationerna.<\/p>\n<\/li>\n<\/ol>\n<p data-renderer-start-pos=\"3811\">Rekommendationssystem anv\u00e4nder olika sorters algoritmer f\u00f6r att f\u00f6resl\u00e5 inneh\u00e5ll:<\/p>\n<h4 data-renderer-start-pos=\"3890\"><strong data-renderer-mark=\"true\">Trendbaserade f\u00f6rslag<\/strong>:<\/h4>\n<p data-renderer-start-pos=\"3890\">Dessa algoritmer fokuserar p\u00e5 vad som f\u00f6r n\u00e4rvarande \u00e4r popul\u00e4rt eller trendigt. Om till exempel en video eller artikel f\u00e5r mycket uppm\u00e4rksamhet kommer den att rekommenderas till fler anv\u00e4ndare. Detta tillv\u00e4gag\u00e5ngss\u00e4tt hj\u00e4lper popul\u00e4rt inneh\u00e5ll att bli \u00e4nnu mer spritt och n\u00e5 en st\u00f6rre publik p\u00e5 webbplatsen eller i appen.<\/p>\n<p><strong data-renderer-mark=\"true\">Rekommenderat relaterat inneh\u00e5ll<\/strong>:<\/p>\n<p data-renderer-start-pos=\"4201\">Dessa algoritmer tittar p\u00e5 hur olika inneh\u00e5llsdelar relaterar till varandra. Om m\u00e5nga anv\u00e4ndare \u00e4r intresserade av tv\u00e5 liknande nyhetsartiklar kan systemet f\u00f6resl\u00e5 en artikel f\u00f6r l\u00e4sare av den andra. Detta ser man ofta p\u00e5 webbplatser med sektioner som \u201candra l\u00e4ste ocks\u00e5\u201d eller \u201cliknande inneh\u00e5ll\u201d.<\/p>\n<h4 data-renderer-start-pos=\"4533\"><strong data-renderer-mark=\"true\">Personligt anpassat inneh\u00e5ll baserat p\u00e5 tidigare beteende<\/strong>:<\/h4>\n<p data-renderer-start-pos=\"4533\">Dessa algoritmer analyserar vilken typ av inneh\u00e5ll en anv\u00e4ndare tidigare har interagerat med. De skapar en detaljerad profil av varje anv\u00e4ndares preferenser, inklusive vad de gillar och ogillar, baserat p\u00e5 det inneh\u00e5ll de har konsumerat. Detta kan kategoriseras efter genre, typ (som \u201cpolitik\u201d eller \u201cTV-program\u201d) och hur mycket tid de spenderar med olika typer av inneh\u00e5ll. Med denna information erbjuder systemet mer personliga rekommendationer, vilket g\u00f6r det enklare f\u00f6r anv\u00e4ndare att hitta inneh\u00e5ll de gillar. Detta f\u00f6renklar inte bara s\u00f6kprocessen f\u00f6r anv\u00e4ndare utan \u00f6kar ocks\u00e5 deras engagemang och lojalitet till plattformen.<\/p>\n<p>&nbsp;<\/p>\n<h3 data-renderer-start-pos=\"5183\"><\/h3>\n<h3 id=\"On-page-recommendation\" data-renderer-start-pos=\"5183\">Rekommendation p\u00e5 sidan<\/h3>\n<p data-renderer-start-pos=\"5207\">Dessa rekommendationer integreras p\u00e5 din webbplats f\u00f6r att motivera bes\u00f6kare att engagera sig i mer av ditt inneh\u00e5ll, vilket \u00f6kar deras tid p\u00e5 webbplatsen. Genom att visa inneh\u00e5ll som st\u00e4mmer \u00f6verens med bes\u00f6karens nuvarande intressen \u00e4r m\u00e5let att f\u00f6rb\u00e4ttra anv\u00e4ndarnas engagemang p\u00e5 din webbplats, vilket minskar chansen att de l\u00e4mnar den snabbt (minskar avvisningsfrekvensen).<\/p>\n<p data-renderer-start-pos=\"5557\">Ju mer anv\u00e4ndare interagerar med ditt inneh\u00e5ll, desto troligare \u00e4r det att de delar det p\u00e5 sociala plattformar, vilket \u00f6kar synligheten f\u00f6r ditt inneh\u00e5ll och din verksamhet. Denna strategi \u00e4r f\u00f6rdelaktig f\u00f6r webbplatser med ett brett utbud av inneh\u00e5ll, eftersom den hj\u00e4lper till att exponera en bredare publik f\u00f6r olika inneh\u00e5llserbjudanden. F\u00f6r nyare webbplatser med mindre inneh\u00e5ll kan dock effektiviteten av dessa interna inneh\u00e5llsrekommendationer vara begr\u00e4nsad.<\/p>\n<p data-renderer-start-pos=\"5557\"><img fetchpriority=\"high\" decoding=\"async\" class=\"size-large wp-image-8093 aligncenter\" src=\"https:\/\/refinery89.com\/wp-content\/uploads\/2024\/01\/SEOvsREO-1024x485.jpg\" alt=\"inneh\u00e5llsrekommendationsmotor\" width=\"800\" height=\"379\" srcset=\"https:\/\/refinery89.com\/wp-content\/uploads\/2024\/01\/SEOvsREO-1024x485.jpg 1024w, https:\/\/refinery89.com\/wp-content\/uploads\/2024\/01\/SEOvsREO-300x142.jpg 300w, https:\/\/refinery89.com\/wp-content\/uploads\/2024\/01\/SEOvsREO-768x363.jpg 768w, https:\/\/refinery89.com\/wp-content\/uploads\/2024\/01\/SEOvsREO-18x9.jpg 18w, https:\/\/refinery89.com\/wp-content\/uploads\/2024\/01\/SEOvsREO.jpg 1509w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h3 data-renderer-start-pos=\"5984\"><\/h3>\n<h3 id=\"Off-page-recommendation\" data-renderer-start-pos=\"5984\">Rekommendation utanf\u00f6r sidan<\/h3>\n<p data-renderer-start-pos=\"6009\">Det h\u00e4r tillv\u00e4gag\u00e5ngss\u00e4ttet inneb\u00e4r att anv\u00e4ndare h\u00e4nvisas till inneh\u00e5ll p\u00e5 andra webbplatser, vilket \u00e4r s\u00e4rskilt anv\u00e4ndbart f\u00f6r webbplatser som drar nytta av remiss- eller affiliateint\u00e4kter.<\/p>\n<p data-renderer-start-pos=\"6163\">Genom att h\u00e4nvisa anv\u00e4ndare till v\u00e4rdefullt externt inneh\u00e5ll kan din webbplats f\u00f6rb\u00e4ttra den \u00f6vergripande surfupplevelsen, vilket potentiellt \u00f6kar anv\u00e4ndarnas lojalitet. F\u00f6r webbplatser som \u00e4r en del av ett st\u00f6rre publiceringsn\u00e4tverk kan dessa externa rekommendationer effektivt dirigera trafik till andra webbplatser inom n\u00e4tverket, vilket gynnar alla inblandade parter genom att skapa en symbiotisk online-milj\u00f6.<\/p>\n<p data-renderer-start-pos=\"6163\"><img decoding=\"async\" class=\"alignnone size-large wp-image-8094\" src=\"https:\/\/refinery89.com\/wp-content\/uploads\/2024\/01\/SEOvsREO2-1024x443.jpg\" alt=\"inneh\u00e5llsrekommendationsmotor\" width=\"800\" height=\"346\" srcset=\"https:\/\/refinery89.com\/wp-content\/uploads\/2024\/01\/SEOvsREO2-1024x443.jpg 1024w, https:\/\/refinery89.com\/wp-content\/uploads\/2024\/01\/SEOvsREO2-300x130.jpg 300w, https:\/\/refinery89.com\/wp-content\/uploads\/2024\/01\/SEOvsREO2-768x333.jpg 768w, https:\/\/refinery89.com\/wp-content\/uploads\/2024\/01\/SEOvsREO2-18x8.jpg 18w, https:\/\/refinery89.com\/wp-content\/uploads\/2024\/01\/SEOvsREO2.jpg 1478w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/p>\n<p data-renderer-start-pos=\"6163\">\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0<img decoding=\"async\" class=\"alignnone size-full wp-image-8095\" src=\"https:\/\/refinery89.com\/wp-content\/uploads\/2024\/01\/SEOvsREO3.jpg\" alt=\"inneh\u00e5llsrekommendationsmotor\" width=\"26\" height=\"160\" srcset=\"https:\/\/refinery89.com\/wp-content\/uploads\/2024\/01\/SEOvsREO3.jpg 26w, https:\/\/refinery89.com\/wp-content\/uploads\/2024\/01\/SEOvsREO3-2x12.jpg 2w\" sizes=\"(max-width: 26px) 100vw, 26px\" \/><\/p>\n<p data-renderer-start-pos=\"6163\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-8096 alignnone\" src=\"https:\/\/refinery89.com\/wp-content\/uploads\/2024\/01\/SEOvsREO4.jpg\" alt=\"inneh\u00e5llsrekommendationsmotor\" width=\"428\" height=\"232\" srcset=\"https:\/\/refinery89.com\/wp-content\/uploads\/2024\/01\/SEOvsREO4.jpg 696w, https:\/\/refinery89.com\/wp-content\/uploads\/2024\/01\/SEOvsREO4-300x163.jpg 300w, https:\/\/refinery89.com\/wp-content\/uploads\/2024\/01\/SEOvsREO4-18x10.jpg 18w\" sizes=\"(max-width: 428px) 100vw, 428px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2 id=\"Optimizing-your-Content-Recommendation-Engine\" data-renderer-start-pos=\"6548\">Optimera din inneh\u00e5llsrekommendationsmotor<\/h2>\n<p data-renderer-start-pos=\"6595\">Att optimera ditt inneh\u00e5ll f\u00f6r REO kan vara en knepig uppgift. Vi sammanst\u00e4llde n\u00e5gra grundl\u00e4ggande steg som utgivare kan \u00f6verv\u00e4ga om de str\u00e4var efter att f\u00f6rb\u00e4ttra sin kundlojalitet och d\u00e4rmed \u00f6ka sina int\u00e4kter.<\/p>\n<h5 data-renderer-start-pos=\"6806\"><strong>B\u00f6rja med att imponera, sluta med att riva upp: <\/strong><\/h5>\n<p data-renderer-start-pos=\"6806\">B\u00f6rjan av ditt blogginl\u00e4gg \u00e4r avg\u00f6rande f\u00f6r att f\u00e5 l\u00e4sarens blickf\u00e5ng, men slutet \u00e4r lika viktigt f\u00f6r att beh\u00e5lla deras intresse och uppmuntra dem att komma tillbaka. H\u00e4r tittar vi p\u00e5 hur du kan anv\u00e4nda inneh\u00e5llsrekommendationer i slutsatsen av ditt blogginl\u00e4gg f\u00f6r att l\u00e4mna ett minnesv\u00e4rt intryck hos dina l\u00e4sare.<\/p>\n<h5 data-renderer-start-pos=\"7149\"><strong>Framh\u00e4v det viktigaste budskapet: <\/strong><\/h5>\n<p data-renderer-start-pos=\"7149\">I slutet av ditt inl\u00e4gg, h\u00e4nvisa l\u00e4sarna till inneh\u00e5ll som f\u00f6rdjupar deras f\u00f6rst\u00e5else av din huvudpo\u00e4ng. Erbjud l\u00e4nkar till ytterligare resurser eller detaljerade guider som ger mer insikt i \u00e4mnet, f\u00f6r att hj\u00e4lpa dina l\u00e4sare att fullt ut f\u00f6rst\u00e5 materialet.<\/p>\n<h5 data-renderer-start-pos=\"7434\"><strong>Inspirera till handling: <\/strong><\/h5>\n<p data-renderer-start-pos=\"7434\">F\u00e5 dina l\u00e4sare att g\u00f6ra n\u00e5got med informationen de precis l\u00e4st. F\u00f6resl\u00e5 konkreta steg eller praktiska r\u00e5d som knyter an till ditt inl\u00e4ggs \u00e4mne, och inspirera dem att till\u00e4mpa det de har l\u00e4rt sig.<\/p>\n<h5 data-renderer-start-pos=\"7654\"><strong>Uppmuntra delning<\/strong><\/h5>\n<p data-renderer-start-pos=\"7654\">Be dina l\u00e4sare att sprida ordet om din blogg. G\u00f6r det enkelt f\u00f6r dem att dela dina inl\u00e4gg p\u00e5 sociala medier med enkla delningsknappar eller engagerande uppmaningar till handling (CTA).<\/p>\n<h5 data-renderer-start-pos=\"7852\"><strong>L\u00e4nk till auktoritativa k\u00e4llor:<\/strong><\/h5>\n<p data-renderer-start-pos=\"7852\">\u00d6ka din blogs trov\u00e4rdighet genom att l\u00e4nka till relevanta externa material, som nyhetsartiklar eller expertpublikationer. Detta visar ditt engagemang med det bredare sammanhanget inom ditt omr\u00e5de.<\/p>\n<h5 data-renderer-start-pos=\"8080\"><strong>Delta i en fr\u00e5ga: <\/strong><\/h5>\n<p data-renderer-start-pos=\"8080\">Avsluta ditt inl\u00e4gg med en inbjudan till deltagande. St\u00e4ll en engagerande fr\u00e5ga f\u00f6r att uppmuntra kommentarer och diskussion, och f\u00e5 l\u00e4sarna att dela med sig av sina \u00e5sikter och erfarenheter.<\/p>\n<h5 data-renderer-start-pos=\"8275\"><strong>F\u00f6rhandsgranska vad som kommer h\u00e4rn\u00e4st: <\/strong><\/h5>\n<p data-renderer-start-pos=\"8275\">H\u00e5ll \u00f6gonen \u00f6ppna f\u00f6r sp\u00e4nnande nytt inneh\u00e5ll! Vi f\u00f6rbereder oss f\u00f6r att sl\u00e4ppa en rad intressanta saker fram\u00f6ver, inklusive kommande evenemang, webbinarier, poddavsnitt och specialinneh\u00e5ll. Forts\u00e4tt f\u00f6lja v\u00e5r blogg f\u00f6r de senaste uppdateringarna och missa inte n\u00e5got!.<\/p>\n<h5 data-renderer-start-pos=\"8490\"><strong>Anv\u00e4nda nyckelord i rekommendationer:<\/strong><\/h5>\n<p data-renderer-start-pos=\"8490\">Rekommendationssystem kan f\u00f6rb\u00e4ttra SEO genom att erbjuda f\u00f6rslag baserade p\u00e5 specifika s\u00f6kord. N\u00e4r en anv\u00e4ndare s\u00f6ker efter en specifik term kan systemet analysera deras s\u00f6k historik och beteenden f\u00f6r att rekommendera relaterat inneh\u00e5ll.<\/p>\n<h5 data-renderer-start-pos=\"8756\"><strong>Fokusera p\u00e5 l\u00e5nga s\u00f6kord:<\/strong><\/h5>\n<p data-renderer-start-pos=\"8756\">Dessa system kan ocks\u00e5 f\u00f6resl\u00e5 long-tail-nyckelord, som vanligtvis \u00e4r mer specifika och mindre konkurrensutsatta, vilket \u00f6kar en webbplats chans att ranka h\u00f6gre.<\/p>\n<h5 data-renderer-start-pos=\"8948\"><strong>Att anv\u00e4nda anv\u00e4ndargenererat inneh\u00e5ll:<\/strong><\/h5>\n<p data-renderer-start-pos=\"8948\">Anv\u00e4ndargenererat inneh\u00e5ll, s\u00e5som recensioner och kommentarer, \u00e4r v\u00e4rdefullt f\u00f6r att f\u00f6rb\u00e4ttra trov\u00e4rdighet och SEO-rankning. Rekommendationsmotorer kan lyfta fram detta inneh\u00e5ll, vilket st\u00e4rker webbplatsens f\u00f6rtroende och lockar mer organisk trafik.<\/p>\n<p>&nbsp;<\/p>\n<h2 data-renderer-start-pos=\"9223\"><\/h2>\n<h2 id=\"No-cookies!-No-REO?\" data-renderer-start-pos=\"9223\">Inga kakor! Ingen optimering av inneh\u00e5llsrekommendationsmotorn?<\/h2>\n<p data-renderer-start-pos=\"9244\">Nu n\u00e4r vi st\u00e5r inf\u00f6r en ny, modigare cookiel\u00f6s v\u00e4rld, d\u00e4r insamling av personuppgifter blir en m\u00f6dosam syssla, vad h\u00e4nder d\u00e5 med REO och dessa underbara rekommendationer vi f\u00e5r varje g\u00e5ng vi k\u00f6per nya h\u00f6rlurar online eller l\u00e4ser en artikel om krypto?<\/p>\n<h3 id=\"Recommendations-Based-on-User-Behavior.\" data-renderer-start-pos=\"9520\">Rekommendationer Baserade p\u00e5 Anv\u00e4ndarbeteende.<\/h3>\n<p data-renderer-start-pos=\"9561\"><span id=\"7a2393cd-7ac3-45fb-90a5-0963a4ecb434\" data-renderer-mark=\"true\" data-mark-type=\"annotation\" data-mark-annotation-type=\"inlineComment\" data-id=\"7a2393cd-7ac3-45fb-90a5-0963a4ecb434\">Den senaste och mest effektiva metoden f\u00f6r att presentera produkter eller artiklar f\u00f6r anv\u00e4ndare bygger p\u00e5 deras intressen. Beteendebaserade rekommendationer g\u00e5r ut\u00f6ver grundl\u00e4ggande metoder som cookie-sp\u00e5rning och demografisk analys och anv\u00e4nder data fr\u00e5n aktiviteter p\u00e5 webbplatsen. <\/span><\/p>\n<p data-renderer-start-pos=\"9828\">Till exempel, f\u00f6rest\u00e4ll dig att du anv\u00e4nder en videostr\u00f6mningstj\u00e4nst. N\u00e4r du letar efter en film skapar du data baserat p\u00e5 flera beteenden, inklusive:<\/p>\n<ul class=\"ak-ul\" data-indent-level=\"1\">\n<li>\n<p data-renderer-start-pos=\"9974\">Filmer du tittade p\u00e5<\/p>\n<\/li>\n<li>\n<p data-renderer-start-pos=\"9996\">Titlar du v\u00e4ljer men inte sett<\/p>\n<\/li>\n<li>\n<p data-renderer-start-pos=\"10034\">Serier du b\u00f6rjade titta p\u00e5 men slutade med<\/p>\n<\/li>\n<li>\n<p data-renderer-start-pos=\"10077\">Val du hovrar \u00f6ver<\/p>\n<\/li>\n<li>\n<p data-renderer-start-pos=\"10106\">S\u00f6kningar du g\u00f6r<\/p>\n<\/li>\n<li>\n<p data-renderer-start-pos=\"10127\">Betyg du ger filmer<\/p>\n<\/li>\n<\/ul>\n<p data-renderer-start-pos=\"10154\">Rekommendationssystemet bygger sedan effektivt upp en anv\u00e4ndarprofil f\u00f6r dig baserat p\u00e5 denna datam\u00e4ngd.<\/p>\n<p data-renderer-start-pos=\"10242\"><span id=\"7a2393cd-7ac3-45fb-90a5-0963a4ecb434\" data-renderer-mark=\"true\" data-mark-type=\"annotation\" data-mark-annotation-type=\"inlineComment\" data-id=\"7a2393cd-7ac3-45fb-90a5-0963a4ecb434\">Detta tillv\u00e4gag\u00e5ngss\u00e4tt fr\u00e4mjar en helt\u00e4ckande f\u00f6rst\u00e5else f\u00f6r varje anv\u00e4ndares unika smak och preferenser och \u00e4r giltigt f\u00f6r n\u00e4stan alla utgivare, som rekommenderar liknande inneh\u00e5ll, t.ex. artiklar och nyheter baserat p\u00e5 gjorda val.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2 id=\"Final-words.-Prioritizing-Customer-Desires-Over-Demographics.\" data-renderer-start-pos=\"10465\">Sista ord.<\/h2>\n<p data-renderer-start-pos=\"10465\">Nuvarande rekommendationstekniker antar ofta ett generaliserat tillv\u00e4gag\u00e5ngss\u00e4tt.<\/p>\n<p data-renderer-start-pos=\"10716\">Att inse att varje anv\u00e4ndare \u00e4r olik, precis som varje webbplats \u00e4r unik, \u00e4r nyckeln. Att anv\u00e4nda personligt identifierbar information (PII) f\u00f6r att dra slutsatser om preferenser \u00e4r ofta inte lika effektivt. <span id=\"d28292ef-c916-4e9d-88b9-507cac584013\" data-renderer-mark=\"true\" data-mark-type=\"annotation\" data-mark-annotation-type=\"inlineComment\" data-id=\"d28292ef-c916-4e9d-88b9-507cac584013\">F\u00f6r att genuint f\u00e5nga och engagera anv\u00e4ndarnas intressen \u00e4r det v\u00e4sentligt att g\u00e5 \u00f6ver till en modell som baserar rekommendationer p\u00e5 anv\u00e4ndarnas beteende.<\/span><\/p>\n<p data-renderer-start-pos=\"11030\">Det \u00e4r som att s\u00e4tta upp v\u00e4nner p\u00e5 en blind date; matchningar g\u00f6rs baserat p\u00e5 gemensamma intressen och personlighetsdrag, inte bara demografisk data.<\/p>\n<p data-renderer-start-pos=\"11174\"><span id=\"89e35f75-c067-4198-9686-5bab46a61557\" class=\"\" data-renderer-mark=\"true\" data-mark-type=\"annotation\" data-mark-annotation-type=\"inlineComment\" data-id=\"89e35f75-c067-4198-9686-5bab46a61557\">Vill du forts\u00e4tta l\u00e4ra dig fler s\u00e4tt att attrahera anv\u00e4ndare till din webbplats och b\u00e4ttre engagera dem s\u00e5 att de spenderar mer tid p\u00e5 webbplatsen? H\u00e5ll dig uppdaterad med fler nyheter! Du kan ocks\u00e5 bes\u00f6ka tidigare artiklar. <a href=\"http:\/\/nery89.com\/all-about-programmatic-advertising\/#Academy\">H\u00e4r.<\/a><\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>A content recommendation engine is a tool that employs algorithms to suggest products or content to users based on their historical interactions, preferences, and various other data points. This tool is widely used across not only content-generating websites, but also online retail sites, streaming services, and social media platforms. Consumer behavior has changed drastically both [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":8064,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12,20],"tags":[115,46,65],"class_list":["post-8092","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-publishers","category-refinery-academy","tag-content","tag-google","tag-seo"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Content recommendation engine optimisation | Refinery89<\/title>\n<meta name=\"description\" content=\"A content recommendation engine is a tool that uses algorithms to suggest content to users based on interactions, preferences, and other data\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/refinery89.com\/sv\/optimeringsmotor-for-innehallsrekommendation\/\" \/>\n<meta property=\"og:locale\" content=\"sv_SE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Content recommendation engine optimisation | Refinery89\" \/>\n<meta property=\"og:description\" content=\"A content recommendation engine is a tool that uses algorithms to suggest content to users based on interactions, preferences, and other data\" \/>\n<meta property=\"og:url\" content=\"https:\/\/refinery89.com\/sv\/optimeringsmotor-for-innehallsrekommendation\/\" \/>\n<meta property=\"og:site_name\" content=\"Refinery89\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Refinery89\/\" \/>\n<meta property=\"article:published_time\" content=\"2024-01-16T11:41:27+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-06-14T09:39:16+00:00\" \/>\n<meta property=\"og:image\" 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