{"id":1972,"date":"2026-10-04T19:57:16","date_gmt":"2026-10-04T17:57:16","guid":{"rendered":"https:\/\/markaigen.com\/?p=1972"},"modified":"2026-10-07T05:39:03","modified_gmt":"2026-10-07T03:39:03","slug":"give-your-ai-analyst-a-marketing-metric-dictionary","status":"publish","type":"post","link":"https:\/\/markaigen.com\/nl\/topics\/data-and-analytics\/give-your-ai-analyst-a-marketing-metric-dictionary\/","title":{"rendered":"Geef je AI-analist een woordenboek voor KPI\u2019s"},"content":{"rendered":"\n<!-- a4e:06-10 -->\n\n\n<article class=\"a4e-article\" lang=\"nl\" data-no-translation data-a4e-id=\"06-10\" 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>Geef je AI-analist een woordenboek voor KPI\u2019s<\/h1><p class=\"a4e-deck\">Definieer leads, pipeline en omzet voordat je AI analyses laat maken, met goedgekeurde berekeningen, tijdregels en voorbeelden die verwarring voorkomen.<\/p><div class=\"a4e-byline\"><span>Wael Al Saleh<\/span><span aria-hidden=\"true\">\u00b7<\/span><time datetime=\"2026-10-04T17:57:16+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>Beschrijf wat je telt<\/a><\/li><li><a href=\"#section-nl-2\"><span>02<\/span>Maak tijd en geld expliciet<\/a><\/li><li><a href=\"#section-nl-3\"><span>03<\/span>Verbind definities aan vaste berekeningen<\/a><\/li><li><a href=\"#section-nl-4\"><span>04<\/span>Test lastige vragen<\/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\">\u2018Hoeveel leads heeft marketing opgeleverd?\u2019 lijkt een precieze vraag, totdat sales en marketing iets anders verstaan onder een lead. Een AI-analist kan dat verschil niet betrouwbaar oplossen door kolomnamen te interpreteren. Geef het systeem een goedgekeurd meetwoordenboek voordat vragen in gewone taal managementrapporten worden.<\/p><section aria-labelledby=\"section-nl-1\"><h2 id=\"section-nl-1\">Beschrijf wat je telt<\/h2><p>Leg per meetwaarde het getelde object, de kwalificerende gebeurtenis en uitsluitingen vast. Een formulierinzending, een unieke persoon en een geaccepteerde verkoopkans zijn verschillende objecten. Tellen herhaalde inzendingen opnieuw? Zijn medewerkers en testrecords uitgesloten? Kan een verkoopkans bij meerdere campagnes horen? Voeg enkele goedgekeurde voorbeelden en duidelijke tegenvoorbeelden toe.<\/p><\/section><section aria-labelledby=\"section-nl-2\"><h2 id=\"section-nl-2\">Maak tijd en geld expliciet<\/h2><p>Bepaal welke datum geldt: aanmaak, kwalificatie, verkoop of facturatie. Beschrijf bij omzet de valuta, btw, retouren en het verschil tussen orderwaarde, verantwoorde omzet en ontvangen geld. Een AI-antwoord kan leads uit de ene maand combineren met pipeline uit een andere. Dat klinkt plausibel, maar beantwoordt mogelijk geen samenhangende bedrijfsvraag. Leg daarom ook de toegestane vergelijkingen vast.<\/p><\/section><section aria-labelledby=\"section-nl-3\"><h2 id=\"section-nl-3\">Verbind definities aan vaste berekeningen<\/h2><p>Koppel ieder begrip aan een onderhouden query of semantisch model, met eigenaar en ingangsdatum. Heldere toolbeschrijvingen en betekenisvolle resultaten ondersteunen passend gebruik van gekoppelde systemen. <sup><a href=\"#ref-nl-1\" aria-label=\"Bron 1\">[1]<\/a><\/sup> Laat rapporten de definitieversie, filters, periode en actualiteit vermelden. Botst een vraag met het woordenboek, dan moet de analist verduidelijking vragen in plaats van stilzwijgend een nieuwe betekenis te kiezen.<\/p><\/section><section aria-labelledby=\"section-nl-4\"><h2 id=\"section-nl-4\">Test lastige vragen<\/h2><p>Probeer onduidelijke opdrachten zoals \u2018beste campagne\u2019 of \u2018omzet van nieuwe klanten\u2019. Bekijk hoe het systeem daarmee omgaat en vergelijk de resultaten met goedgekeurde berekeningen, inclusief retouren en terugkerende contacten. Begin met vijf meetwaarden die echte beslissingen sturen. Een klein, betrouwbaar woordenboek vormt een werkbare afspraak tussen bedrijfseigenaren, analisten en AI. Latere meningsverschillen hebben daardoor een concrete plek waar ze kunnen worden opgelost.<\/p><\/section>\n<details class=\"a4e-sources\" open><summary>Bronnen en onderbouwing<\/summary><ol><li id=\"ref-nl-1\"><a href=\"https:\/\/www.anthropic.com\/engineering\/writing-tools-for-agents\" rel=\"noopener\">Anthropic tool-design guidance<\/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-schrijf-een-specificatie-voor-een-dashboard\"><span class=\"a4e-resource-kind\">Promptbibliotheek<\/span><strong>Schrijf een specificatie voor een dashboard<\/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-01\">Mijn CRM en analytics tonen verschillende aantallen leads. Welk cijfer gebruik ik?<span aria-hidden=\"true\"> \u2197<\/span><\/a><\/li><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><\/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\/audit-marketing-data-before-connecting-it-to-an-llm\/\">Controleer marketingdata v\u00f3\u00f3r een LLM-koppeling<\/a><p>Controleer rijbetekenis, koppelingen, ontbrekende waarden, actualiteit en rechten voordat je marketingdata via een LLM voor analyses en besluiten gebruikt.<\/p><\/li><li><a href=\"https:\/\/markaigen.com\/nl\/topics\/data-and-analytics\/compare-bing-citations-and-google-ai-impressions\/\">Vergelijk Bing-citaties met Google AI-vertoningen<\/a><p>Bouw een dashboard dat Bing-citaties en Google AI-vertoningen apart houdt, met vergelijkbare perioden, heldere definities en bruikbare vervolgstappen.<\/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>Definieer leads, pipeline en omzet voordat je AI analyses laat maken, met goedgekeurde berekeningen, tijdregels en voorbeelden die verwarring 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