{"id":9945,"date":"2026-10-12T10:35:28","date_gmt":"2026-10-12T10:35:28","guid":{"rendered":"https:\/\/fuusiomedia.fi\/?p=9945"},"modified":"2026-10-12T12:37:42","modified_gmt":"2026-10-12T12:37:42","slug":"ai-tekstien-vesileimat-yleistyvat","status":"publish","type":"post","link":"https:\/\/fuusiomedia.fi\/en\/ajankohtaista\/ai-tekstien-vesileimat-yleistyvat\/","title":{"rendered":"AI-tekstien vesileimat yleistyv\u00e4t \u2013 Miten ne vaikuttavat sis\u00e4ll\u00f6ntuotantoon?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"9945\" class=\"elementor elementor-9945\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7bda546 e-flex e-con-boxed e-con e-parent\" data-id=\"7bda546\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-688ff23 elementor-widget elementor-widget-spacer\" data-id=\"688ff23\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e63777a wavo-transform transform-type-translate elementor-widget elementor-widget-heading\" data-id=\"e63777a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Ajankohtaista<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-01c4270 wavo-transform transform-type-translate elementor-widget elementor-widget-heading\" data-id=\"01c4270\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AI-tekstien vesileimat yleistyv\u00e4t \u2013 Miten ne vaikuttavat sis\u00e4ll\u00f6ntuotantoon?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3cc6e5c elementor-widget elementor-widget-spacer\" data-id=\"3cc6e5c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"wavo-column-gap-default elementor-section elementor-top-section elementor-element elementor-element-e8a987 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e8a987\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b5d25b5\" data-id=\"b5d25b5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"wavo-column-gap-default elementor-section elementor-inner-section elementor-element elementor-element-3bf636ac elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3bf636ac\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-271ce8e5\" data-id=\"271ce8e5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c91fe5e elementor-widget elementor-widget-wavo-breadcrumbs\" data-id=\"c91fe5e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"wavo-breadcrumbs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"breadcrumbs-wrapper\"><div class=\"breadcrumb-trail\"><ul class=\"breadcrumbs thm-breadcrumb list-unstyled\"><li  class=\"trail-item breadcrumb_item breadcrumb_link trail-end\"><a href=\"https:\/\/fuusiomedia.fi\/en\/\" rel=\"home\"><span class=\"breadcrumb_link_text\">Home<\/span><\/a><\/li><\/ul><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1693e97d wavo-transform transform-type-translate elementor-widget elementor-widget-heading\" data-id=\"1693e97d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">AI:n tuottama tekstisis\u00e4lt\u00f6 on vakiinnuttanut paikkansa verkkosivujen, blogien ja markkinointiviestinn\u00e4n tekemisess\u00e4. Samalla keskustelu sis\u00e4ll\u00f6n alkuper\u00e4st\u00e4, luotettavuudesta ja yksil\u00f6llisyydest\u00e4 nousee yh\u00e4 useammin puheenaiheeksi. OpenAI ilmoitti lokakuussa 2026 aloittavansa ChatGPT:n ja Codexin tuottamien tekstien merkitsemisen vesileimoin EU-alueella. My\u00f6s Anthropic on tuonut vesileimoja Claude-teko\u00e4lyns\u00e4 tuottamaan sis\u00e4lt\u00f6\u00f6n. Muutosten taustalla vaikuttaa erityisesti EU:n teko\u00e4lys\u00e4\u00e4ntely eli AI Act, jonka tavoitteena on lis\u00e4t\u00e4 teko\u00e4lyn k\u00e4yt\u00f6n l\u00e4pin\u00e4kyvyytt\u00e4.<\/p>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0273312 wavo-transform transform-type-translate elementor-widget elementor-widget-heading\" data-id=\"0273312\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Mit\u00e4 AI-tekstien vesileimat ovat?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d8652a3 elementor-widget elementor-widget-text-editor\" data-id=\"d8652a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-543241f elementor-widget elementor-widget-heading\" data-id=\"543241f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\"><div class=\"elementor-widget-container\"><div class=\"qMYqUG_convSearchResultHighlightRoot\"><div class=\"\" data-turn-id-container=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-0\" data-is-intersecting=\"true\"><section class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-0\" data-turn-id-container=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-0\" data-testid=\"conversation-turn-2\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" data-conversation-screenshot-content=\"\"><div class=\"flex max-w-full flex-col gap-4 grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" tabindex=\"0\" data-message-author-role=\"assistant\" data-message-id=\"b84c4697-ae17-4430-8c06-c858a8099c3f\" data-turn-start-message=\"true\" data-message-model-slug=\"gpt-5-5\"><div class=\"flex w-full flex-col gap-1 empty:hidden\"><div class=\"markdown prose dark:prose-invert wrap-break-word w-full light markdown-new-styling\"><div class=\"qMYqUG_convSearchResultHighlightRoot\"><div class=\"\" data-turn-id-container=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-2\" data-is-intersecting=\"true\"><section class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-2\" data-turn-id-container=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-2\" data-testid=\"conversation-turn-6\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" data-conversation-screenshot-content=\"\"><div class=\"flex max-w-full flex-col gap-4 grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" tabindex=\"0\" data-message-author-role=\"assistant\" data-message-id=\"66fd8a5c-6140-425c-a331-72e398b1442c\" data-turn-start-message=\"true\" data-message-model-slug=\"gpt-5-5\"><div class=\"flex w-full flex-col gap-1 empty:hidden\"><div class=\"markdown prose dark:prose-invert wrap-break-word w-full light markdown-new-styling\"><p>AI-tekstien vesileima on tekstiin upotettu tekninen tunniste, jonka avulla voidaan arvioida, onko teko\u00e4ly osallistunut tekstin tuottamiseen. Tekstin vesileima ei v\u00e4ltt\u00e4m\u00e4tt\u00e4 n\u00e4y lukijalle mill\u00e4\u00e4n tavalla. Vesileima ei kuitenkaan ole ehdoton todiste tekstin tekij\u00e4st\u00e4, sill\u00e4 se voi kertoa teko\u00e4lyn osallistumisesta sis\u00e4ll\u00f6n tuottamiseen tai k\u00e4sittelyyn, mutta se ei yksin kerro, kuka tekstin on suunnitellut, tarkistanut tai viimeistellyt. Vastaavasti vesileiman puuttuminen ei tarkoita, ett\u00e4 tekstin kirjoittaja olisi tuottanut sis\u00e4ll\u00f6n itse.<\/p><div><p><!--\/comp--><!--\/try-b--><!--\/try--><!--\/if--><!--\/if--><\/p><\/div><p><!--\/comp--><!--\/comp--><!--\/comp--><!--\/try-b--><!--\/try--><\/p><p class=\"x12ofw9d\">OpenAI:n ilmoittama textGrain-teknologia vesileiman taustalla perustuu siihen, ett\u00e4 teko\u00e4lymallin sanavalintoja ohjataan hienovaraisesti. Yksitt\u00e4iset sanat vaikuttavat tavallisilta, mutta laajemmassa tekstiss\u00e4 niiden muodostama tilastollinen kuvio voi auttaa tunnistamaan teko\u00e4lyn tuottaman sis\u00e4ll\u00f6n.<\/p><p class=\"x12ofw9d\">My\u00f6s Anthropic on kehitt\u00e4nyt vastaavanlaista teknologiaa Claude-teko\u00e4lylleen. Tavoitteena on, ett\u00e4 tunniste s\u00e4ilyy tekstiss\u00e4 my\u00f6s silloin, kun sis\u00e4lt\u00f6\u00e4 kopioidaan ja siirret\u00e4\u00e4n palvelusta toiseen. Vesileima voi s\u00e4ily\u00e4 muokkausten j\u00e4lkeenkin.<\/p><p><span data-d-streaming-word=\"\">K\u00e4ytt\u00e4j\u00e4t<\/span> <span data-d-streaming-word=\"\">eiv\u00e4t tosin<\/span> <span data-d-streaming-word=\"\">t\u00e4ll\u00e4<\/span> <span data-d-streaming-word=\"\">hetkell\u00e4<\/span> <span data-d-streaming-word=\"\">voi<\/span> <span data-d-streaming-word=\"\">itse<\/span> <span data-d-streaming-word=\"\">tarkistaa,<\/span> <span data-d-streaming-word=\"\">sis\u00e4lt\u00e4\u00e4k\u00f6<\/span> <span data-d-streaming-word=\"\">teksti<\/span> <span data-d-streaming-word=\"\">t\u00e4llaisen<\/span> <span data-d-streaming-word=\"\">vesileiman.<\/span> Esimerkiksi <span data-d-streaming-word=\"\">OpenAI<\/span> <span data-d-streaming-word=\"\">tarjoaa<\/span> <span data-d-streaming-word=\"\">tunnistusohjelman<\/span> <span data-d-streaming-word=\"\">aluksi<\/span> <span data-d-streaming-word=\"\">vain<\/span> <span data-d-streaming-word=\"\">hyv\u00e4ksytyille<\/span> <span data-d-streaming-word=\"\">tutkijoille<\/span> <span data-d-streaming-word=\"\">ja<\/span> <span data-d-streaming-word=\"\">alan<\/span> <span data-d-streaming-word=\"\">ammattilaisorganisaatioille.<\/span> <span data-d-streaming-word=\"\">Kiinnostuneet<\/span> <span data-d-streaming-word=\"\">ammattilaiset<\/span> <span data-d-streaming-word=\"\">ovat<\/span> <span data-d-streaming-word=\"\">voineet<\/span> <span data-d-streaming-word=\"\">hakea<\/span> <span data-d-streaming-word=\"\">k\u00e4ytt\u00f6oikeutta<\/span> <span data-d-streaming-word=\"\">5.10.2026 alkaen.<\/span><\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/section><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0381028 wavo-transform transform-type-translate elementor-widget elementor-widget-heading\" data-id=\"0381028\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Miksi AI-teksteihin lis\u00e4t\u00e4\u00e4n vesileimoja?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ef38d1 elementor-widget elementor-widget-text-editor\" data-id=\"9ef38d1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"x12ofw9d\">Teko\u00e4lyn tuottaman sis\u00e4ll\u00f6n merkitseminen liittyy ennen kaikkea AI:n k\u00e4yt\u00f6n l\u00e4pin\u00e4kyvyyteen. Kun teko\u00e4lyll\u00e4 voidaan tuottaa suuria m\u00e4\u00e4ri\u00e4 uskottavalta vaikuttavaa teksti\u00e4 nopealla aikataululla, sis\u00e4ll\u00f6n alkuper\u00e4\u00e4 voi olla vaikea arvioida pelk\u00e4st\u00e4\u00e4n lukemalla. <a href=\"https:\/\/fuusiomedia.fi\/ajankohtaista\/ai-act-sisallontuotannossa\/\">EU:n teko\u00e4lys\u00e4\u00e4d\u00f6s eli AI Act<\/a> pyrkii vastaamaan juuri t\u00e4h\u00e4n haasteeseen. Sen 50 artikla sis\u00e4lt\u00e4\u00e4 vaatimuksia, joiden tarkoituksena on auttaa tunnistamaan teko\u00e4lyn tuottamaa tai muokkaamaa sis\u00e4lt\u00f6\u00e4. L\u00e4pin\u00e4kyvyysvelvoitteita on sovellettu 2. elokuuta 2026 alkaen.\u00a0<\/p><p class=\"x12ofw9d\">Vesileimoilla voi kuitenkin olla my\u00f6s laajempia k\u00e4ytt\u00f6tarkoituksia kuin teko\u00e4lyn tuottaman tekstin tunnistaminen. Niiden avulla voidaan tulevaisuudessa j\u00e4ljitt\u00e4\u00e4 sis\u00e4ll\u00f6n alkuper\u00e4\u00e4 ja selvitt\u00e4\u00e4, onko teksti p\u00e4\u00e4tynyt teko\u00e4lymallin koulutusaineistoon. <a href=\"https:\/\/arxiv.org\/pdf\/2607.00325\" target=\"_blank\" rel=\"noopener\">Vuonna 2026 julkaistun tutkimuksen mukaan<\/a> vesileimatuilla teksteill\u00e4 koulutettu teko\u00e4lymalli voi tuottaa itsekin vesileiman sis\u00e4lt\u00e4v\u00e4\u00e4 teksti\u00e4. T\u00e4m\u00e4 voisi auttaa sis\u00e4ll\u00f6n omistajia selvitt\u00e4m\u00e4\u00e4n, onko heid\u00e4n aineistoaan hy\u00f6dynnetty mallien koulutuksessa. AI-yritykset puolestaan voisivat hy\u00f6dynt\u00e4\u00e4 vesileimoja tunnistaakseen aiempien mallien tuottamaa sis\u00e4lt\u00f6\u00e4 ja rajatakseen sit\u00e4 pois uusien mallien koulutusaineistoista. N\u00e4in voitaisiin ehk\u00e4ist\u00e4 niin sanottua mallien romahtamista (<em>model collapse<\/em>), jossa teko\u00e4lymallien kouluttaminen niiden itsens\u00e4 tuottamalla sis\u00e4ll\u00f6ll\u00e4 voi heikent\u00e4\u00e4 tuotosten laatua ja monimuotoisuutta.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56df5dc elementor-invisible elementor-widget elementor-widget-wavo-button\" data-id=\"56df5dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:500}\" data-widget_type=\"wavo-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"wavo-button\"><a class=\"wavo-btn btn-curve btn-lit\" href=\"https:\/\/fuusiomedia.fi\/ajankohtaista\/ai-act-sisallontuotannossa\/\" data-scroll-to><span class=\"button_text\">Lue lis\u00e4\u00e4 AI Actista <\/span><\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-15b6992 elementor-widget elementor-widget-spacer\" data-id=\"15b6992\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9e9e9cd wavo-transform transform-type-translate elementor-widget elementor-widget-heading\" data-id=\"9e9e9cd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Miten AI-tekstien vesileimat vaikuttavat yritysten sis\u00e4ll\u00f6ntuotantoon?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0df895c elementor-widget elementor-widget-text-editor\" data-id=\"0df895c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-543241f elementor-widget elementor-widget-heading\" data-id=\"543241f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\"><div class=\"elementor-widget-container\"><div class=\"qMYqUG_convSearchResultHighlightRoot\"><div class=\"\" data-turn-id-container=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-0\" data-is-intersecting=\"true\"><section class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-0\" data-turn-id-container=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-0\" data-testid=\"conversation-turn-2\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" data-conversation-screenshot-content=\"\"><div class=\"flex max-w-full flex-col gap-4 grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" tabindex=\"0\" data-message-author-role=\"assistant\" data-message-id=\"b84c4697-ae17-4430-8c06-c858a8099c3f\" data-turn-start-message=\"true\" data-message-model-slug=\"gpt-5-5\"><div class=\"flex w-full flex-col gap-1 empty:hidden\"><div class=\"markdown prose dark:prose-invert wrap-break-word w-full light markdown-new-styling\"><div class=\"qMYqUG_convSearchResultHighlightRoot\"><div class=\"\" data-turn-id-container=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-2\" data-is-intersecting=\"true\"><section class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-2\" data-turn-id-container=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-2\" data-testid=\"conversation-turn-6\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" data-conversation-screenshot-content=\"\"><div class=\"flex max-w-full flex-col gap-4 grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" tabindex=\"0\" data-message-author-role=\"assistant\" data-message-id=\"66fd8a5c-6140-425c-a331-72e398b1442c\" data-turn-start-message=\"true\" data-message-model-slug=\"gpt-5-5\"><div class=\"flex w-full flex-col gap-1 empty:hidden\"><p class=\"x12ofw9d\"><!--comp--><!--for--><!--it--><!--if-->AI-tekstien vesileimat eiv\u00e4t tarkoita, ett\u00e4 teko\u00e4lyn k\u00e4ytt\u00f6\u00e4 pit\u00e4isi v\u00e4ltt\u00e4\u00e4 tai ett\u00e4 se olisi paheksuttavaa. Teko\u00e4ly on edelleen tehokas apuv\u00e4line niin verkkosivujen sis\u00e4lt\u00f6jen, mainostekstien, uutiskirjeiden kuin sosiaalisen median julkaisujenkin tuottamisessa.\u00a0<!--\/if--><!--\/it--><!--\/for--><!--\/comp--><\/p><p><!--\/it--><!--it--><\/p><p class=\"x12ofw9d\"><!--comp--><!--for--><!--it--><!--if-->Yrityksen kannattaa kuitenkin panostaa l\u00e4pin\u00e4kyvyyteen ja huolehtia siit\u00e4, ett\u00e4 sis\u00e4ll\u00f6t vastaavat sen omaa asiantuntemusta, br\u00e4ndi\u00e4 ja asiakkaiden tarpeita. Kun teko\u00e4ly\u00e4 k\u00e4ytet\u00e4\u00e4n ideoinnin ja luonnostelun tukena ja ihminen vastaa AI Actin mukaisesti sis\u00e4ll\u00f6n tarkistamisesta, muokkaamisesta ja viimeistelyst\u00e4, lopputulos voi olla sek\u00e4 tehokkaasti tuotettu ett\u00e4 laadukas. Pelkk\u00e4 suuri m\u00e4\u00e4r\u00e4 nopeasti tuotettua teksti\u00e4 ei kuitenkaan takaa arvoa lukijalle. Arvioida kannattaa sit\u00e4, tarjoaako sis\u00e4lt\u00f6 aidosti hy\u00f6dyllist\u00e4 tietoa ja n\u00e4k\u00f6kulmia.<!--\/if--><!--\/it--><!--\/for--><!--\/comp--><!--\/it--><!--\/for--><!--\/comp--><\/p><\/div><\/div><\/div><\/div><\/div><\/section><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb4781c wavo-transform transform-type-translate elementor-widget elementor-widget-heading\" data-id=\"fb4781c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Vaikuttavatko AI-tekstien vesileimat hakukoneoptimointiin?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-47f1192 elementor-widget elementor-widget-text-editor\" data-id=\"47f1192\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-543241f elementor-widget elementor-widget-heading\" data-id=\"543241f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\"><div class=\"elementor-widget-container\"><div class=\"qMYqUG_convSearchResultHighlightRoot\"><div class=\"\" data-turn-id-container=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-0\" data-is-intersecting=\"true\"><section class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-0\" data-turn-id-container=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-0\" data-testid=\"conversation-turn-2\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" data-conversation-screenshot-content=\"\"><div class=\"flex max-w-full flex-col gap-4 grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" tabindex=\"0\" data-message-author-role=\"assistant\" data-message-id=\"b84c4697-ae17-4430-8c06-c858a8099c3f\" data-turn-start-message=\"true\" data-message-model-slug=\"gpt-5-5\"><div class=\"flex w-full flex-col gap-1 empty:hidden\"><div class=\"markdown prose dark:prose-invert wrap-break-word w-full light markdown-new-styling\"><div class=\"qMYqUG_convSearchResultHighlightRoot\"><div class=\"\" data-turn-id-container=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-2\" data-is-intersecting=\"true\"><section class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-2\" data-turn-id-container=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-2\" data-testid=\"conversation-turn-6\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" data-conversation-screenshot-content=\"\"><div class=\"flex max-w-full flex-col gap-4 grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" tabindex=\"0\" data-message-author-role=\"assistant\" data-message-id=\"66fd8a5c-6140-425c-a331-72e398b1442c\" data-turn-start-message=\"true\" data-message-model-slug=\"gpt-5-5\"><div class=\"flex w-full flex-col gap-1 empty:hidden\"><p>Teko\u00e4lyn vesileimat her\u00e4tt\u00e4v\u00e4t v\u00e4ist\u00e4m\u00e4tt\u00e4 kysymyksen siit\u00e4, miten Google ja muut hakukoneet suhtautuvat teko\u00e4lyll\u00e4 tuotettuun sis\u00e4lt\u00f6\u00f6n ja onko siit\u00e4 haitallisia vaikutuksia hakukoneoptimointiin (SEO). Vesileima on kuitenkin ensisijaisesti sis\u00e4ll\u00f6n alkuper\u00e4\u00e4n liittyv\u00e4 tekninen tunniste, ei niink\u00e4\u00e4n laadun mittari, kun puhutaan sis\u00e4ll\u00f6ntuotannosta markkinointimieless\u00e4. Hakukoneoptimoinnissa keskeist\u00e4 on edelleen se, tarjoaako sis\u00e4lt\u00f6 lukijalle hy\u00f6dyllist\u00e4, luotettavaa ja omaper\u00e4ist\u00e4 tietoa.<\/p><p>Verkkosivuston tekstien pit\u00e4isi vastata k\u00e4ytt\u00e4j\u00e4n hakuintentioon, k\u00e4sitell\u00e4 aihetta riitt\u00e4v\u00e4n kattavasti ja tarjota lukijalle todellista arvoa. Pelkk\u00e4 teko\u00e4lyn k\u00e4ytt\u00f6 ei siis tee esimerkiksi verkkosivujen sis\u00e4ll\u00f6st\u00e4 huonoa. Toisaalta suuri m\u00e4\u00e4r\u00e4 automaattisesti tuotettuja, kesken\u00e4\u00e4n samankaltaisia tai v\u00e4h\u00e4arvoisia tekstej\u00e4 ei muutu laadukkaaksi sill\u00e4, ett\u00e4 ne julkaistaan suositulla verkkosivustolla.<\/p><p class=\"x12ofw9d\"><!--\/if--><!--\/it--><!--\/for--><!--\/comp--><!--\/it--><!--\/for--><!--\/comp--><\/p><\/div><\/div><\/div><\/div><\/div><\/section><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-777e07c wavo-transform transform-type-translate elementor-widget elementor-widget-heading\" data-id=\"777e07c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Miksi ihmisen tekem\u00e4 sis\u00e4ll\u00f6ntuotanto on edelleen t\u00e4rke\u00e4\u00e4?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d864f4 elementor-widget elementor-widget-text-editor\" data-id=\"5d864f4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-543241f elementor-widget elementor-widget-heading\" data-id=\"543241f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\"><div class=\"elementor-widget-container\"><div class=\"qMYqUG_convSearchResultHighlightRoot\"><div class=\"\" data-turn-id-container=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-0\" data-is-intersecting=\"true\"><section class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-0\" data-turn-id-container=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-0\" data-testid=\"conversation-turn-2\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" data-conversation-screenshot-content=\"\"><div class=\"flex max-w-full flex-col gap-4 grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" tabindex=\"0\" data-message-author-role=\"assistant\" data-message-id=\"b84c4697-ae17-4430-8c06-c858a8099c3f\" data-turn-start-message=\"true\" data-message-model-slug=\"gpt-5-5\"><div class=\"flex w-full flex-col gap-1 empty:hidden\"><div class=\"markdown prose dark:prose-invert wrap-break-word w-full light markdown-new-styling\"><div class=\"qMYqUG_convSearchResultHighlightRoot\"><div class=\"\" data-turn-id-container=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-2\" data-is-intersecting=\"true\"><section class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-2\" data-turn-id-container=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-2\" data-testid=\"conversation-turn-6\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" data-conversation-screenshot-content=\"\"><div class=\"flex max-w-full flex-col gap-4 grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" tabindex=\"0\" data-message-author-role=\"assistant\" data-message-id=\"66fd8a5c-6140-425c-a331-72e398b1442c\" data-turn-start-message=\"true\" data-message-model-slug=\"gpt-5-5\"><div class=\"flex w-full flex-col gap-1 empty:hidden\"><p class=\"x12ofw9d\">Toisin kuin on peloteltu, ihmisen rooli sis\u00e4ll\u00f6ntuotannossa ei katoa, sill\u00e4 vaikka teko\u00e4ly osaa koota tietoa, ehdottaa rakenteita ja tuottaa sujuvaa teksti\u00e4, se ei kuitenkaan tunne yrityksen asiakkaita, toimialan erityispiirteit\u00e4, br\u00e4ndin \u00e4\u00e4nt\u00e4 tai niit\u00e4 kokemuksia, jotka erottavat yhden yrityksen kilpailijoistaan.<\/p><p class=\"x12ofw9d\">Ihminen tuo sis\u00e4ll\u00f6ntuotantoon kontekstin, harkinnan ja vastuun. H\u00e4n osaa arvioida, mik\u00e4 tieto on olennaista, mitk\u00e4 v\u00e4itteet vaativat tarkistamista ja millainen viesti palvelee juuri kyseisen yrityksen asiakkaita. My\u00f6s sis\u00e4ll\u00f6n omaper\u00e4isyys syntyy usein ihmisen tekemist\u00e4 valinnoista. Kun yrityksen asiantuntija-artikkeliin tuodaan yrityksen omaa asiantuntemusta, konkreettisia esimerkkej\u00e4 ja asiakkaiden tarpeiden ymm\u00e4rt\u00e4mist\u00e4, lopputulos on muutakin kuin vain yleisluontoinen vastaus yhteen kysymykseen.<\/p><p class=\"x12ofw9d\"><!--\/if--><!--\/it--><!--\/for--><!--\/comp--><!--\/it--><!--\/for--><!--\/comp--><\/p><\/div><\/div><\/div><\/div><\/div><\/section><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c08bb22 wavo-transform transform-type-translate elementor-widget elementor-widget-heading\" data-id=\"c08bb22\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Tehokkaasti tehty\u00e4 ja aidosti hy\u00f6dyllist\u00e4 sis\u00e4lt\u00f6\u00e4<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e508b13 elementor-widget elementor-widget-text-editor\" data-id=\"e508b13\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-543241f elementor-widget elementor-widget-heading\" data-id=\"543241f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\"><div class=\"elementor-widget-container\"><div class=\"qMYqUG_convSearchResultHighlightRoot\"><div class=\"\" data-turn-id-container=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-0\" data-is-intersecting=\"true\"><section class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-0\" data-turn-id-container=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-0\" data-testid=\"conversation-turn-2\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" data-conversation-screenshot-content=\"\"><div class=\"flex max-w-full flex-col gap-4 grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" tabindex=\"0\" data-message-author-role=\"assistant\" data-message-id=\"b84c4697-ae17-4430-8c06-c858a8099c3f\" data-turn-start-message=\"true\" data-message-model-slug=\"gpt-5-5\"><div class=\"flex w-full flex-col gap-1 empty:hidden\"><div class=\"markdown prose dark:prose-invert wrap-break-word w-full light markdown-new-styling\"><div class=\"qMYqUG_convSearchResultHighlightRoot\"><div class=\"\" data-turn-id-container=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-2\" data-is-intersecting=\"true\"><section class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-2\" data-turn-id-container=\"request-WEB:88713dac-2993-4764-b405-b3d76920b11e-2\" data-testid=\"conversation-turn-6\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" data-conversation-screenshot-content=\"\"><div class=\"flex max-w-full flex-col gap-4 grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" tabindex=\"0\" data-message-author-role=\"assistant\" data-message-id=\"66fd8a5c-6140-425c-a331-72e398b1442c\" data-turn-start-message=\"true\" data-message-model-slug=\"gpt-5-5\"><div class=\"flex w-full flex-col gap-1 empty:hidden\"><p class=\"x12ofw9d\">Me Fuusiomedialla hy\u00f6dynn\u00e4mme teko\u00e4ly\u00e4 siell\u00e4, miss\u00e4 se tuo lis\u00e4arvoa ja tehostaa tekemist\u00e4. Hyv\u00e4 esimerkki t\u00e4st\u00e4 on <a href=\"https:\/\/fuusiomedia.fi\/verkkosivut-yritykselle\/\">Fuusio Basic -verkkosivut<\/a>. Vaikka niiden toteutuksessa hy\u00f6dynnet\u00e4\u00e4n teki\u00e4ly\u00e4, sivuston tekstisis\u00e4lt\u00f6 on kuitenkin aina ihmisen l\u00e4pik\u00e4ym\u00e4\u00e4 ja muokkaamaa. K\u00e4ymme tekstisis\u00e4ll\u00f6t my\u00f6s asiakkaan kanssa l\u00e4pi ja teemme yhdess\u00e4 lopulliset viilaukset, jotta tekstit vastaavat yrityksen palveluita, tavoitteita ja omaa \u00e4\u00e4nt\u00e4. Meille teko\u00e4ly on ennen kaikkea tehokas apuv\u00e4line, mutta laadukas lopputulos syntyy ihmisen asiantuntemuksen, huolellisen viimeistelyn ja asiakkaan kanssa teht\u00e4v\u00e4n yhteisty\u00f6n kautta.<\/p><p class=\"x12ofw9d\"><!--\/if--><!--\/it--><!--\/for--><!--\/comp--><!--\/it--><!--\/for--><!--\/comp--><\/p><\/div><\/div><\/div><\/div><\/div><\/section><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d46f83b elementor-invisible elementor-widget elementor-widget-wavo-button\" data-id=\"d46f83b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:500}\" data-widget_type=\"wavo-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"wavo-button\"><a class=\"wavo-btn btn-curve btn-lit\" href=\"https:\/\/fuusiomedia.fi\/verkkosivut-yritykselle\/\" data-scroll-to><span class=\"button_text\">Haluatko tarjouksen Fuusio Basic-verkkosivuista? <\/span><\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f4b521b elementor-widget elementor-widget-spacer\" data-id=\"f4b521b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5615827 wavo-transform transform-type-translate elementor-widget elementor-widget-heading\" data-id=\"5615827\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Aiheeseen liittyv\u00e4\u00e4<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a3fab94 elementor-widget elementor-widget-wavo-blog-slider\" data-id=\"a3fab94\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"wavo-blog-slider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"nt-blog-grid\"><div class=\"stories bg-img no-cover bg-pattern\" data-wavo-background=\"https:\/\/fuusiomedia.fi\/wp-content\/plugins\/wavo-elementor-addons\/assets\/front\/img\/pattern.svg\"><\/div><div class=\"container-off\"><div class=\"row\"><div class=\"col-lg-4\"><div class=\"item wow fadeInUp md-mb50\" data-wow-delay=\"0.3s\"><div class=\"post-img\"><div class=\"img\"><img fetchpriority=\"high\" decoding=\"async\" width=\"960\" height=\"640\" src=\"https:\/\/fuusiomedia.fi\/wp-content\/uploads\/2026\/06\/samsung-uk-edOdOEi751c-unsplash-1024x683.jpg\" class=\"attachment-large size-large wp-post-image\" alt=\"\" srcset=\"https:\/\/fuusiomedia.fi\/wp-content\/uploads\/2026\/06\/samsung-uk-edOdOEi751c-unsplash-1024x683.jpg 1024w, https:\/\/fuusiomedia.fi\/wp-content\/uploads\/2026\/06\/samsung-uk-edOdOEi751c-unsplash-300x200.jpg 300w, https:\/\/fuusiomedia.fi\/wp-content\/uploads\/2026\/06\/samsung-uk-edOdOEi751c-unsplash-768x512.jpg 768w, https:\/\/fuusiomedia.fi\/wp-content\/uploads\/2026\/06\/samsung-uk-edOdOEi751c-unsplash-500x333.jpg 500w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><\/div><\/div><div class=\"cont\"><h5 class=\"post--title\"><a href=\"https:\/\/fuusiomedia.fi\/en\/ajankohtaista\/ai-chatbot-kasvattaa-kassavirtaa\/\" title=\"Kuinka AI-chatbot voi kasvattaa yrityksesi kassavirtaa?\">Kuinka AI-chatbot voi kasvattaa yrityksesi kassavirtaa?<\/a><\/h5><div class=\"text mb-15\"><p>Perinteisten asiakaspalvelukanavien, kuten myyntiedustajien tai tukihenkil\u00f6iden, rinnalle on noussut teko\u00e4lypohjaisia chatbotteja, jotka tarjoavat nopeita ja t\u00e4sm\u00e4llisi\u00e4 vastauksia asiakkaiden kysymyksiin. AI-chatbotit&hellip;<\/p><\/div><a class=\"more\" href=\"https:\/\/fuusiomedia.fi\/en\/ajankohtaista\/ai-chatbot-kasvattaa-kassavirtaa\/\"><span>Lue lis\u00e4\u00e4 <i class=\"icofont-caret-right\"><\/i><\/span><\/a><\/div><\/div><\/div><div class=\"col-lg-4\"><div class=\"item wow fadeInUp md-mb50\" data-wow-delay=\"0.4s\"><div class=\"post-img\"><div class=\"img\"><img decoding=\"async\" width=\"960\" height=\"640\" src=\"https:\/\/fuusiomedia.fi\/wp-content\/uploads\/2026\/03\/zulfugar-karimov-CaRba5ZXJTQ-unsplash-1024x683.jpg\" class=\"attachment-large size-large wp-post-image\" alt=\"\" srcset=\"https:\/\/fuusiomedia.fi\/wp-content\/uploads\/2026\/03\/zulfugar-karimov-CaRba5ZXJTQ-unsplash-1024x683.jpg 1024w, https:\/\/fuusiomedia.fi\/wp-content\/uploads\/2026\/03\/zulfugar-karimov-CaRba5ZXJTQ-unsplash-300x200.jpg 300w, https:\/\/fuusiomedia.fi\/wp-content\/uploads\/2026\/03\/zulfugar-karimov-CaRba5ZXJTQ-unsplash-768x512.jpg 768w, https:\/\/fuusiomedia.fi\/wp-content\/uploads\/2026\/03\/zulfugar-karimov-CaRba5ZXJTQ-unsplash-1536x1024.jpg 1536w, https:\/\/fuusiomedia.fi\/wp-content\/uploads\/2026\/03\/zulfugar-karimov-CaRba5ZXJTQ-unsplash-2048x1365.jpg 2048w, https:\/\/fuusiomedia.fi\/wp-content\/uploads\/2026\/03\/zulfugar-karimov-CaRba5ZXJTQ-unsplash-500x333.jpg 500w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><\/div><\/div><div class=\"cont\"><h5 class=\"post--title\"><a href=\"https:\/\/fuusiomedia.fi\/en\/ajankohtaista\/tekoaly-markkinoinnissa-vuonna-2026\/\" title=\"Teko\u00e4ly markkinoinnissa vuonna 2026\">Teko\u00e4ly markkinoinnissa vuonna 2026<\/a><\/h5><div class=\"text mb-15\"><p>Teko\u00e4ly ei ole en\u00e4\u00e4 vain uusi teknologia tai kokeilun arvoinen trendi. Vuonna 2026 se on olennainen osa tehokasta digitaalista markkinointia.&hellip;<\/p><\/div><a class=\"more\" href=\"https:\/\/fuusiomedia.fi\/en\/ajankohtaista\/tekoaly-markkinoinnissa-vuonna-2026\/\"><span>Lue lis\u00e4\u00e4 <i class=\"icofont-caret-right\"><\/i><\/span><\/a><\/div><\/div><\/div><div class=\"col-lg-4\"><div class=\"item wow fadeInUp md-mb50\" data-wow-delay=\"0.5s\"><div class=\"post-img\"><div class=\"img\"><img decoding=\"async\" width=\"960\" height=\"540\" src=\"https:\/\/fuusiomedia.fi\/wp-content\/uploads\/2026\/08\/ChatGPT-Image-6.8.2026-klo-13.44.16-1024x576.png\" class=\"attachment-large size-large wp-post-image\" alt=\"\" srcset=\"https:\/\/fuusiomedia.fi\/wp-content\/uploads\/2026\/08\/ChatGPT-Image-6.8.2026-klo-13.44.16-1024x576.png 1024w, https:\/\/fuusiomedia.fi\/wp-content\/uploads\/2026\/08\/ChatGPT-Image-6.8.2026-klo-13.44.16-300x169.png 300w, https:\/\/fuusiomedia.fi\/wp-content\/uploads\/2026\/08\/ChatGPT-Image-6.8.2026-klo-13.44.16-768x432.png 768w, https:\/\/fuusiomedia.fi\/wp-content\/uploads\/2026\/08\/ChatGPT-Image-6.8.2026-klo-13.44.16-1536x864.png 1536w, https:\/\/fuusiomedia.fi\/wp-content\/uploads\/2026\/08\/ChatGPT-Image-6.8.2026-klo-13.44.16-18x10.png 18w, https:\/\/fuusiomedia.fi\/wp-content\/uploads\/2026\/08\/ChatGPT-Image-6.8.2026-klo-13.44.16-500x281.png 500w, https:\/\/fuusiomedia.fi\/wp-content\/uploads\/2026\/08\/ChatGPT-Image-6.8.2026-klo-13.44.16.png 1672w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/><\/div><\/div><div class=\"cont\"><h5 class=\"post--title\"><a href=\"https:\/\/fuusiomedia.fi\/en\/ajankohtaista\/ai-act-sisallontuotannossa\/\" title=\"AI Act muuttaa sis\u00e4ll\u00f6ntuotantoa \u2013 Opas yritt\u00e4j\u00e4lle\">AI Act muuttaa sis\u00e4ll\u00f6ntuotantoa \u2013 Opas yritt\u00e4j\u00e4lle<\/a><\/h5><div class=\"text mb-15\"><p>Teko\u00e4lyll\u00e4 tehty\u00e4 sis\u00e4lt\u00f6\u00e4 ei voi en\u00e4\u00e4 aina julkaista ilman merkint\u00e4\u00e4 Jos yrityksesi k\u00e4ytt\u00e4\u00e4 teko\u00e4ly\u00e4 sis\u00e4ll\u00f6ntuotannossa, kannattaa nyt kiinnitt\u00e4\u00e4 huomiota siihen,&hellip;<\/p><\/div><a class=\"more\" href=\"https:\/\/fuusiomedia.fi\/en\/ajankohtaista\/ai-act-sisallontuotannossa\/\"><span>Lue lis\u00e4\u00e4 <i class=\"icofont-caret-right\"><\/i><\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"wavo-column-gap-default elementor-section elementor-top-section elementor-element elementor-element-9d48405 elementor-section-stretched elementor-section-content-middle nt-section section-padding wavo-parallax jarallax parallax-yes wavo-mobile-parallax-yes varaa elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-wavo-parallax=\"{&quot;type&quot;:&quot;scroll&quot;,&quot;speed&quot;:&quot;0.4&quot;,&quot;imgsize&quot;:&quot;cover&quot;,&quot;imgsrc&quot;:&quot;&quot;,&quot;mobile&quot;:&quot;yes&quot;}\" data-id=\"9d48405\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-979daec\" data-id=\"979daec\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div data-split-settings=\"{&quot;type&quot;:&quot;chars&quot;,&quot;animation&quot;:&quot;fadeInUp&quot;}\" class=\"elementor-element elementor-element-4e1795a wavo-headig-split heading-has-split-yes wavo-transform transform-type-translate elementor-widget elementor-widget-heading\" data-id=\"4e1795a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Aloitetaanko kasvu yhdess\u00e4?<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<div data-split-settings=\"{&quot;type&quot;:&quot;words&quot;,&quot;animation&quot;:&quot;slideInRight&quot;}\" class=\"elementor-element elementor-element-d5c96b2 wavo-headig-split heading-has-split-yes wavo-transform transform-type-translate elementor-widget elementor-widget-heading\" data-id=\"d5c96b2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Varaa maksuton kartoitus<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4afaec9 elementor-widget__width-initial wavo-transform transform-type-translate elementor-widget elementor-widget-heading\" data-id=\"4afaec9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Katsotaan yhdess\u00e4, millainen kokonaisuus tukee parhaiten yrityksenne kasvua. Saat meilt\u00e4 selke\u00e4n n\u00e4kemyksen siit\u00e4, mit\u00e4 kannattaisi tehd\u00e4 seuraavaksi ja kuinka me voisimme olla mukana kasvussanne.<\/p>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-107721e\" data-id=\"107721e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-99e9a6a elementor-invisible elementor-widget elementor-widget-wavo-button\" data-id=\"99e9a6a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:500}\" data-widget_type=\"wavo-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"wavo-button\"><a class=\"wavo-btn btn-curve btn-lit\" href=\"https:\/\/fuusiomedia.fi\/ota-yhteytta\" data-scroll-to><span class=\"button_text\">Ota yhteytt\u00e4 <\/span><\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>AI:n tuottama tekstisis\u00e4lt\u00f6 on vakiinnuttanut paikkansa verkkosivujen, blogien ja markkinointiviestinn\u00e4n tekemisess\u00e4. Samalla keskustelu sis\u00e4ll\u00f6n alkuper\u00e4st\u00e4, luotettavuudesta ja yksil\u00f6llisyydest\u00e4 nousee yh\u00e4 useammin puheenaiheeksi. OpenAI ilmoitti lokakuussa 2026 aloittavansa ChatGPT:n ja Codexin tuottamien tekstien merkitsemisen vesileimoin EU-alueella. My\u00f6s Anthropic on tuonut vesileimoja Claude-teko\u00e4lyns\u00e4 tuottamaan sis\u00e4lt\u00f6\u00f6n. Muutosten taustalla vaikuttaa erityisesti EU:n teko\u00e4lys\u00e4\u00e4ntely eli AI Act, jonka tavoitteena on lis\u00e4t\u00e4 teko\u00e4lyn k\u00e4yt\u00f6n l\u00e4pin\u00e4kyvyytt\u00e4.<\/p>","protected":false},"author":1,"featured_media":9959,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[31],"tags":[43,27,42],"class_list":["post-9945","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ajankohtaista","tag-ai","tag-markkinointi","tag-seo","nt-post-class",""],"acf":[],"_links":{"self":[{"href":"https:\/\/fuusiomedia.fi\/en\/wp-json\/wp\/v2\/posts\/9945","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fuusiomedia.fi\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fuusiomedia.fi\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fuusiomedia.fi\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fuusiomedia.fi\/en\/wp-json\/wp\/v2\/comments?post=9945"}],"version-history":[{"count":20,"href":"https:\/\/fuusiomedia.fi\/en\/wp-json\/wp\/v2\/posts\/9945\/revisions"}],"predecessor-version":[{"id":9973,"href":"https:\/\/fuusiomedia.fi\/en\/wp-json\/wp\/v2\/posts\/9945\/revisions\/9973"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/fuusiomedia.fi\/en\/wp-json\/wp\/v2\/media\/9959"}],"wp:attachment":[{"href":"https:\/\/fuusiomedia.fi\/en\/wp-json\/wp\/v2\/media?parent=9945"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fuusiomedia.fi\/en\/wp-json\/wp\/v2\/categories?post=9945"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fuusiomedia.fi\/en\/wp-json\/wp\/v2\/tags?post=9945"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}