{"id":1969,"date":"2026-10-04T19:57:15","date_gmt":"2026-10-04T17:57:15","guid":{"rendered":"https:\/\/markaigen.com\/?p=1969"},"modified":"2026-10-07T05:39:03","modified_gmt":"2026-10-07T03:39:03","slug":"use-brand-signals-in-mmm-without-double-counting","status":"publish","type":"post","link":"https:\/\/markaigen.com\/nl\/topics\/data-and-analytics\/use-brand-signals-in-mmm-without-double-counting\/","title":{"rendered":"Gebruik merksignalen in MMM zonder dubbeltelling"},"content":{"rendered":"\n<!-- a4e:06-07 -->\n\n\n<article class=\"a4e-article\" lang=\"nl\" data-no-translation data-a4e-id=\"06-07\" data-a4e-topic=\"data-and-analytics\">\n<header class=\"a4e-hero\"><div class=\"a4e-shell\"><nav class=\"a4e-breadcrumb\" aria-label=\"Kruimelpad\"><a href=\"https:\/\/markaigen.com\/nl\/topics\/\">Onderwerpen<\/a><span aria-hidden=\"true\">\/<\/span><a href=\"https:\/\/markaigen.com\/nl\/topics\/data-and-analytics\/\">Data en analyse<\/a><\/nav><div class=\"a4e-hero-grid\"><div><p class=\"a4e-eyebrow\">Data en analyse <span aria-hidden=\"true\">\u00b7<\/span> Praktische inzichten<\/p><h1>Gebruik merksignalen in MMM zonder dubbeltelling<\/h1><p class=\"a4e-deck\">Onderzoek de rol van merkzoekgedrag in je marketingmixmodel en onderscheid bestaande vraag van indirecte effecten om dubbeltelling te voorkomen.<\/p><div class=\"a4e-byline\"><span>Wael Al Saleh<\/span><span aria-hidden=\"true\">\u00b7<\/span><time datetime=\"2026-10-04T17:57:15+00:00\">4 oktober 2026<\/time> <span aria-hidden=\"true\">\u00b7<\/span> 2 min leestijd<\/div><\/div><div class=\"a4e-visual\"><svg class=\"a4e-graphic\" viewBox=\"0 0 240 240\" aria-hidden=\"true\" focusable=\"false\"><circle cx=\"120\" cy=\"120\" r=\"100\" fill=\"none\" stroke=\"#819ffc\" stroke-opacity=\".24\"\/><circle cx=\"120\" cy=\"120\" r=\"73\" fill=\"none\" stroke=\"#819ffc\" stroke-opacity=\".35\" stroke-dasharray=\"3 8\"\/><g class=\"a4e-orbit\"><circle cx=\"120\" cy=\"20\" r=\"7\" fill=\"#9fded8\"\/><circle cx=\"205\" cy=\"171\" r=\"5\" fill=\"#9671ff\"\/><\/g><g class=\"a4e-float\"><rect x=\"61\" y=\"61\" width=\"118\" height=\"118\" rx=\"29\" fill=\"#14245c\" stroke=\"#6898ff\" stroke-opacity=\".7\"\/><g class=\"a4e-focus\" transform=\"translate(84 84) scale(3)\" fill=\"none\" stroke=\"#fff\" stroke-width=\"1.45\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M4 3v17h17M8 16v-5m5 5V7m5 9V4\"\/><\/g><\/g><g class=\"a4e-glow\" fill=\"#98b8ff\"><circle cx=\"39\" cy=\"180\" r=\"3\"\/><circle cx=\"201\" cy=\"53\" r=\"3\"\/><\/g><\/svg><label class=\"a4e-motion\"><input type=\"checkbox\" data-a4e-pause> Pauzeer animatie<\/label><\/div><\/div><\/div><\/header>\n<div class=\"a4e-shell a4e-reading\"><aside class=\"a4e-rail\"><details class=\"a4e-toc\" open><summary>In dit artikel<\/summary><ol><li><a href=\"#section-nl-1\"><span>01<\/span>Teken de veronderstelde samenhang<\/a><\/li><li><a href=\"#section-nl-2\"><span>02<\/span>Bepaal welk effect je wilt schatten<\/a><\/li><li><a href=\"#section-nl-3\"><span>03<\/span>Onderzoek de gevoeligheid van het model<\/a><\/li><li><a href=\"#section-nl-4\"><span>04<\/span>Zoek bewijs dat de verklaring kan tegenspreken<\/a><\/li><\/ol><\/details><button class=\"a4e-copy\" type=\"button\" data-a4e-copy>Kopieer artikellink<\/button><p class=\"a4e-copy-status\" aria-live=\"polite\"><\/p><\/aside><div class=\"a4e-story\"><p class=\"a4e-lead\">Zoekgedrag rond een merk kan zowel bestaande klantvraag als marketingeffecten weerspiegelen. Dat maakt het waardevol \u00e9n lastig te interpreteren. Googles Meridian-update van september beschrijft ondersteuning voor relevante merksignalen. <sup><a href=\"#ref-nl-1\" aria-label=\"Bron 1\">[1]<\/a><\/sup> De plek van die signalen in een model volgt uit de causale onderzoeksvraag, niet uit de beschikbaarheid van nog een gegevenskolom.<\/p><section aria-labelledby=\"section-nl-1\"><h2 id=\"section-nl-1\">Teken de veronderstelde samenhang<\/h2><p>Een videocampagne kan de bekendheid vergroten, waarna mensen vaker op de merknaam zoeken en kopen. In die veronderstelde route ligt merkzoekgedrag gedeeltelijk tussen reclame en verkoop. Als een analist alle veranderingen in merkzoekgedrag wegcontroleert, kan daarmee een deel van het onderzochte effect verdwijnen. Tegelijk kan bestaande vraag zowel zoeken als aankopen be\u00efnvloeden. Een meetspecialist moet deze rollen uit elkaar houden.<\/p><\/section><section aria-labelledby=\"section-nl-2\"><h2 id=\"section-nl-2\">Bepaal welk effect je wilt schatten<\/h2><p>Gaat het om de volledige bijdrage van de campagne of om een bijdrage zonder een specifieke tussenliggende route? Beschrijf tijdsaannames en alternatieve verklaringen. Tel niet eerst het volledige video-effect en vervolgens hetzelfde, via zoeken verlopen effect nogmaals als afzonderlijke waarde. Een overzichtelijke spreadsheet kan zo toch een onjuiste totaalschatting bevatten.<\/p><\/section><section aria-labelledby=\"section-nl-3\"><h2 id=\"section-nl-3\">Onderzoek de gevoeligheid van het model<\/h2><p>Laat de modelbouwer verdedigbare varianten vergelijken en verklaren waarom de uitkomsten verschuiven. Controleer vertragingen, opbouw van het signaal, geografische dekking en samenhang met andere media. Merkzoekgedrag kan ook veranderen door publiciteit, serviceproblemen of nieuwe distributie. Meer zoekopdrachten bewijzen dus niet automatisch een sterkere merkvoorkeur. AI kan modelnotities samenvatten, maar mag causale aannames niet uitsluitend uit kolomnamen afleiden.<\/p><\/section><section aria-labelledby=\"section-nl-4\"><h2 id=\"section-nl-4\">Zoek bewijs dat de verklaring kan tegenspreken<\/h2><p>Betrek beschikbare experimenten, campagnedatums en onafhankelijk merkonderzoek bij de beoordeling. Behoud onzekerheid en kies niet automatisch de variant met de grootste merkbijdrage. Maak v\u00f3\u00f3r de volgende modelronde een eenvoudig causaal diagram. Vraag de meetverantwoordelijke welke routes het model schat, welke het blokkeert en welke onbekend blijven. Dat gesprek voorkomt dat een extra variabele vooral schijnzekerheid toevoegt.<\/p><\/section>\n<details class=\"a4e-sources\" open><summary>Bronnen en onderbouwing<\/summary><ol><li id=\"ref-nl-1\"><a href=\"https:\/\/blog.google\/products\/ads-commerce\/data-strength-updates\/\" rel=\"noopener\">Google measurement and data updates<\/a><\/li><\/ol><p class=\"a4e-source-note\">Bronnen gecontroleerd op 4 oktober 2026. De beschreven werkwijzen en denkvoorbeelden zijn redactionele analyse.<\/p><\/details>\n<div class=\"a4e-disclosure\"><a href=\"https:\/\/markaigen.com\/nl\/ai-use-policy\/\">Hoe Markaigen AI gebruikt<\/a><span> \u00b7 <\/span><a href=\"https:\/\/markaigen.com\/nl\/contact\/\">Geef een correctie door<\/a><\/div><\/div><\/div>\n<section class=\"a4e-next\"><div class=\"a4e-shell\"><div class=\"a4e-section-label\"><p class=\"a4e-eyebrow\">Van inzicht naar toepassing<\/p><h2>Werk verder met deze bronnen<\/h2><\/div><div class=\"a4e-resources\"><a class=\"a4e-resource\" href=\"https:\/\/markaigen.com\/nl\/learn\/frameworks\/ai-experimentation-framework\/\"><span class=\"a4e-resource-kind\">Praktijk<\/span><strong>Pas het toe met dit framework<\/strong><span class=\"a4e-arrow\" aria-hidden=\"true\">\u2197<\/span><\/a><a class=\"a4e-resource\" href=\"https:\/\/markaigen.com\/nl\/tools\/prompt-library\/#prompt-analyseer-een-zoektermenrapport\"><span class=\"a4e-resource-kind\">Promptbibliotheek<\/span><strong>Analyseer een zoektermenrapport<\/strong><span class=\"a4e-arrow\" aria-hidden=\"true\">\u2197<\/span><\/a><a class=\"a4e-resource\" href=\"https:\/\/markaigen.com\/nl\/tools\/ai-platforms\/\"><span class=\"a4e-resource-kind\">AI-platforms<\/span><strong>Verken relevante AI-tools<\/strong><span class=\"a4e-arrow\" aria-hidden=\"true\">\u2197<\/span><\/a><a class=\"a4e-resource\" href=\"https:\/\/markaigen.com\/nl\/research\/state-of-ai-in-marketing\/enterprise\/\"><span class=\"a4e-resource-kind\">Onderzoek<\/span><strong>Bekijk het bedrijfsonderzoek<\/strong><span class=\"a4e-arrow\" aria-hidden=\"true\">\u2197<\/span><\/a><\/div><div class=\"a4e-faqs\"><h3>Vragen die hierbij passen<\/h3><ul><li><a href=\"https:\/\/markaigen.com\/nl\/learn\/knowledge-center\/#faq-data-05\">Hoe controleer ik een AI-verklaring voor een plotselinge KPI-verandering?<span aria-hidden=\"true\"> \u2197<\/span><\/a><\/li><li><a href=\"https:\/\/markaigen.com\/nl\/learn\/knowledge-center\/#faq-data-02\">Moet ontbrekende campagne-attributie als nulresultaat worden geregistreerd?<span aria-hidden=\"true\"> \u2197<\/span><\/a><\/li><\/ul><\/div><\/div><\/section>\n<section class=\"a4e-related\"><div class=\"a4e-shell\"><h2>Verder lezen over dit onderwerp<\/h2><ul><li><a href=\"https:\/\/markaigen.com\/nl\/topics\/data-and-analytics\/forecast-campaign-demand-and-show-the-uncertainty\/\">Voorspel campagnevraag met zichtbare onzekerheid<\/a><p>Vergelijk een AI-ondersteunde vraagvoorspelling met een eenvoudige basis, test op latere perioden en toon bruikbare voorspelintervallen en aannames.<\/p><\/li><li><a href=\"https:\/\/markaigen.com\/nl\/topics\/data-and-analytics\/plan-your-first-meridian-geox-marketing-experiment\/\">Ontwerp je eerste marketingtest met Meridian GeoX<\/a><p>Maak een bruikbaar geo-experiment met Meridian GeoX: bepaal de budgetbeslissing, vergelijkbare regio\u2019s, meetperiode en mogelijke verstoringen vooraf.<\/p><\/li><\/ul><div class=\"a4e-news-links\"><h3>Uit de nieuwsfeed<\/h3><p>Bronberichten met links naar de oorspronkelijke uitgevers.<\/p><ul><li><a href=\"https:\/\/markaigen.com\/nl\/news\/b2b-marketing-attribution-is-messy-can-it-be-fixed\/\">B2B marketing attribution is messy. Can it be fixed?<\/a><p>30 sep 2026<\/p><\/li><li><a href=\"https:\/\/markaigen.com\/nl\/news\/what-krogers-predictive-scoring-work-means-for-e-commerce-marketers\/\">What Kroger\u2019s predictive scoring work means for e-commerce marketers<\/a><p>30 sep 2026<\/p><\/li><li><a href=\"https:\/\/markaigen.com\/nl\/news\/future-of-tv-briefing-tv-ad-industrys-measurement-currency-frustrations-hit-another-boiling-point\/\">Future of TV Briefing: TV ad industry\u2019s measurement currency frustrations hit (another) boiling point<\/a><p>30 sep 2026<\/p><\/li><\/ul><\/div><\/div><\/section>\n<\/article>\n\n","protected":false},"excerpt":{"rendered":"<p>Onderzoek de rol van merkzoekgedrag in je marketingmixmodel en onderscheid bestaande vraag van indirecte effecten om dubbeltelling te 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