{"id":804,"date":"2026-07-16T10:10:22","date_gmt":"2026-07-16T10:10:22","guid":{"rendered":"https:\/\/autosmarts.co\/en\/library\/customer-data-quality-checklist\/"},"modified":"2026-10-14T15:31:33","modified_gmt":"2026-10-14T15:31:33","slug":"customer-data-quality-checklist","status":"publish","type":"libraries","link":"https:\/\/autosmarts.co\/en\/library\/customer-data-quality-checklist\/","title":{"rendered":"Customer Data Quality Checklist"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">What this checklist covers<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The Customer Data Quality Checklist is a 15-point scorecard for customer profile accuracy, contact details, consent, vehicle details, service history, and CRM update discipline. Each criterion is scored from 1 to 5 on what the auditor sees on the day, and every gap goes into an action plan with an owner and a close date.<\/p>\n\n\n\n<p class=\"as-chktip wp-block-paragraph\"><strong>AutoSmart tip:<\/strong> Customer data quality audits are most revealing when a real follow-up campaign is used as the test \u2014 run a service reminder campaign, measure deliverability (bounce rate, undelivered SMS), and trace failures back to the CRM record. A bounce rate above 10% is a strong indicator of systemic data quality failure that is actively costing the dealership retention revenue.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The checks<\/h2>\n\n\n\n<div class=\"wp-block-group as-checks is-layout-flow wp-block-group-is-layout-flow\"><p class=\"as-checks__note\"><span>Tap Yes, No or Maybe to try it: your answers stay in this page and clear when you refresh. For a detailed walkthrough, <a href=\"#get-pdf\">download our PDF<\/a> or <a href=\"https:\/\/autosmarts.co\/en\/book-a-demo\/\" data-as-track=\"demo\">book a demo<\/a>.<\/span><\/p>\n<div class=\"wp-block-group as-checksec is-layout-flow wp-block-group-is-layout-flow\">\n<h3 class=\"wp-block-heading\">Profile accuracy and contact details<\/h3><p class=\"as-checksec__meta\">4 checks<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"as-check\"><span class=\"as-check__no\" aria-hidden=\"true\">01<\/span><span class=\"as-check__body\"><span class=\"as-check__text\">Is a sample of CRM customer records reviewed, confirming that name, primary phone number, and email address are present and accurate for at least 90% of active customers?<\/span><span class=\"as-check__answer\" role=\"group\" aria-label=\"Your answer\" hidden><button type=\"button\" data-answer=\"yes\" aria-pressed=\"false\">Yes<\/button><button type=\"button\" data-answer=\"no\" aria-pressed=\"false\">No<\/button><button type=\"button\" data-answer=\"maybe\" aria-pressed=\"false\">Maybe<\/button><\/span><\/span><\/li>\n\n\n\n<li class=\"as-check\"><span class=\"as-check__no\" aria-hidden=\"true\">02<\/span><span class=\"as-check__body\"><span class=\"as-check__text\">Are duplicate customer records identified and merged on a defined schedule, to prevent the same customer appearing under multiple profiles with inconsistent data?<\/span><span class=\"as-check__answer\" role=\"group\" aria-label=\"Your answer\" hidden><button type=\"button\" data-answer=\"yes\" aria-pressed=\"false\">Yes<\/button><button type=\"button\" data-answer=\"no\" aria-pressed=\"false\">No<\/button><button type=\"button\" data-answer=\"maybe\" aria-pressed=\"false\">Maybe<\/button><\/span><\/span><\/li>\n\n\n\n<li class=\"as-check\"><span class=\"as-check__no\" aria-hidden=\"true\">03<\/span><span class=\"as-check__body\"><span class=\"as-check__text\">Are customer contact details updated at every touchpoint \u2014 service visit, sales enquiry, follow- up call \u2014 rather than left as originally entered?<\/span><span class=\"as-check__answer\" role=\"group\" aria-label=\"Your answer\" hidden><button type=\"button\" data-answer=\"yes\" aria-pressed=\"false\">Yes<\/button><button type=\"button\" data-answer=\"no\" aria-pressed=\"false\">No<\/button><button type=\"button\" data-answer=\"maybe\" aria-pressed=\"false\">Maybe<\/button><\/span><\/span><\/li>\n\n\n\n<li class=\"as-check\"><span class=\"as-check__no\" aria-hidden=\"true\">04<\/span><span class=\"as-check__body\"><span class=\"as-check__text\">Are incomplete or clearly incorrect records (placeholder email addresses, sequential phone numbers, missing surnames) flagged and resolved rather than remaining in the active database?<\/span><span class=\"as-check__answer\" role=\"group\" aria-label=\"Your answer\" hidden><button type=\"button\" data-answer=\"yes\" aria-pressed=\"false\">Yes<\/button><button type=\"button\" data-answer=\"no\" aria-pressed=\"false\">No<\/button><button type=\"button\" data-answer=\"maybe\" aria-pressed=\"false\">Maybe<\/button><\/span><\/span><\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-group as-checksec is-layout-flow wp-block-group-is-layout-flow\">\n<h3 class=\"wp-block-heading\">Consent and vehicle details<\/h3><p class=\"as-checksec__meta\">4 checks<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"as-check\"><span class=\"as-check__no\" aria-hidden=\"true\">05<\/span><span class=\"as-check__body\"><span class=\"as-check__text\">Is marketing consent status recorded against every customer record, with consent date and method of consent captured and retained?<\/span><span class=\"as-check__answer\" role=\"group\" aria-label=\"Your answer\" hidden><button type=\"button\" data-answer=\"yes\" aria-pressed=\"false\">Yes<\/button><button type=\"button\" data-answer=\"no\" aria-pressed=\"false\">No<\/button><button type=\"button\" data-answer=\"maybe\" aria-pressed=\"false\">Maybe<\/button><\/span><\/span><\/li>\n\n\n\n<li class=\"as-check\"><span class=\"as-check__no\" aria-hidden=\"true\">06<\/span><span class=\"as-check__body\"><span class=\"as-check__text\">Are consent withdrawals actioned in the CRM within the defined timeframe, with the updated status preventing further marketing until re- consent is obtained?<\/span><span class=\"as-check__answer\" role=\"group\" aria-label=\"Your answer\" hidden><button type=\"button\" data-answer=\"yes\" aria-pressed=\"false\">Yes<\/button><button type=\"button\" data-answer=\"no\" aria-pressed=\"false\">No<\/button><button type=\"button\" data-answer=\"maybe\" aria-pressed=\"false\">Maybe<\/button><\/span><\/span><\/li>\n\n\n\n<li class=\"as-check\"><span class=\"as-check__no\" aria-hidden=\"true\">07<\/span><span class=\"as-check__body\"><span class=\"as-check__text\">Is the customer&#039;s current vehicle correctly linked to their CRM profile, with VIN, registration, model, and colour confirmed as accurate?<\/span><span class=\"as-check__answer\" role=\"group\" aria-label=\"Your answer\" hidden><button type=\"button\" data-answer=\"yes\" aria-pressed=\"false\">Yes<\/button><button type=\"button\" data-answer=\"no\" aria-pressed=\"false\">No<\/button><button type=\"button\" data-answer=\"maybe\" aria-pressed=\"false\">Maybe<\/button><\/span><\/span><\/li>\n\n\n\n<li class=\"as-check\"><span class=\"as-check__no\" aria-hidden=\"true\">08<\/span><span class=\"as-check__body\"><span class=\"as-check__text\">Are vehicle changes (trade-in, private sale, new purchase) updated in the CRM promptly, with no customer record still linked to a vehicle they no longer own?<\/span><span class=\"as-check__answer\" role=\"group\" aria-label=\"Your answer\" hidden><button type=\"button\" data-answer=\"yes\" aria-pressed=\"false\">Yes<\/button><button type=\"button\" data-answer=\"no\" aria-pressed=\"false\">No<\/button><button type=\"button\" data-answer=\"maybe\" aria-pressed=\"false\">Maybe<\/button><\/span><\/span><\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-group as-checksec is-layout-flow wp-block-group-is-layout-flow\">\n<h3 class=\"wp-block-heading\">Service history and complaint records<\/h3><p class=\"as-checksec__meta\">7 checks<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"as-check\"><span class=\"as-check__no\" aria-hidden=\"true\">09<\/span><span class=\"as-check__body\"><span class=\"as-check__text\">Is the service history for each vehicle accurately reflected in the CRM, with no visits missing, incorrectly attributed, or duplicated?<\/span><span class=\"as-check__answer\" role=\"group\" aria-label=\"Your answer\" hidden><button type=\"button\" data-answer=\"yes\" aria-pressed=\"false\">Yes<\/button><button type=\"button\" data-answer=\"no\" aria-pressed=\"false\">No<\/button><button type=\"button\" data-answer=\"maybe\" aria-pressed=\"false\">Maybe<\/button><\/span><\/span><\/li>\n\n\n\n<li class=\"as-check\"><span class=\"as-check__no\" aria-hidden=\"true\">10<\/span><span class=\"as-check__body\"><span class=\"as-check__text\">Are complaint records linked to the customer&#039;s CRM profile, visible to staff handling future interactions, so the customer does not need to re-explain prior issues?<\/span><span class=\"as-check__answer\" role=\"group\" aria-label=\"Your answer\" hidden><button type=\"button\" data-answer=\"yes\" aria-pressed=\"false\">Yes<\/button><button type=\"button\" data-answer=\"no\" aria-pressed=\"false\">No<\/button><button type=\"button\" data-answer=\"maybe\" aria-pressed=\"false\">Maybe<\/button><\/span><\/span><\/li>\n\n\n\n<li class=\"as-check\"><span class=\"as-check__no\" aria-hidden=\"true\">11<\/span><span class=\"as-check__body\"><span class=\"as-check__text\">Is the CRM accessible to all customer-facing staff in real time, with no department maintaining a parallel record that could diverge from the central system? CRM UPDATE DISCIPLINE &amp; GOVERNANCE<\/span><span class=\"as-check__answer\" role=\"group\" aria-label=\"Your answer\" hidden><button type=\"button\" data-answer=\"yes\" aria-pressed=\"false\">Yes<\/button><button type=\"button\" data-answer=\"no\" aria-pressed=\"false\">No<\/button><button type=\"button\" data-answer=\"maybe\" aria-pressed=\"false\">Maybe<\/button><\/span><\/span><\/li>\n\n\n\n<li class=\"as-check\"><span class=\"as-check__no\" aria-hidden=\"true\">12<\/span><span class=\"as-check__body\"><span class=\"as-check__text\">Is CRM update at each customer touchpoint a defined process requirement \u2014 not discretionary \u2014 with non-compliance treated as a workflow gap?<\/span><span class=\"as-check__answer\" role=\"group\" aria-label=\"Your answer\" hidden><button type=\"button\" data-answer=\"yes\" aria-pressed=\"false\">Yes<\/button><button type=\"button\" data-answer=\"no\" aria-pressed=\"false\">No<\/button><button type=\"button\" data-answer=\"maybe\" aria-pressed=\"false\">Maybe<\/button><\/span><\/span><\/li>\n\n\n\n<li class=\"as-check\"><span class=\"as-check__no\" aria-hidden=\"true\">13<\/span><span class=\"as-check__body\"><span class=\"as-check__text\">Is CRM data quality reviewed on a defined schedule, with a data quality score or equivalent metric tracked and reviewed at management level?<\/span><span class=\"as-check__answer\" role=\"group\" aria-label=\"Your answer\" hidden><button type=\"button\" data-answer=\"yes\" aria-pressed=\"false\">Yes<\/button><button type=\"button\" data-answer=\"no\" aria-pressed=\"false\">No<\/button><button type=\"button\" data-answer=\"maybe\" aria-pressed=\"false\">Maybe<\/button><\/span><\/span><\/li>\n\n\n\n<li class=\"as-check\"><span class=\"as-check__no\" aria-hidden=\"true\">14<\/span><span class=\"as-check__body\"><span class=\"as-check__text\">Are staff who consistently fail to update the CRM accurately or promptly identified through data quality monitoring and coached, rather than the issue being managed only through reporting?<\/span><span class=\"as-check__answer\" role=\"group\" aria-label=\"Your answer\" hidden><button type=\"button\" data-answer=\"yes\" aria-pressed=\"false\">Yes<\/button><button type=\"button\" data-answer=\"no\" aria-pressed=\"false\">No<\/button><button type=\"button\" data-answer=\"maybe\" aria-pressed=\"false\">Maybe<\/button><\/span><\/span><\/li>\n\n\n\n<li class=\"as-check\"><span class=\"as-check__no\" aria-hidden=\"true\">15<\/span><span class=\"as-check__body\"><span class=\"as-check__text\">Is there a data steward or CRM administrator responsible for data quality governance, with authority to enforce data standards across all departments?<\/span><span class=\"as-check__answer\" role=\"group\" aria-label=\"Your answer\" hidden><button type=\"button\" data-answer=\"yes\" aria-pressed=\"false\">Yes<\/button><button type=\"button\" data-answer=\"no\" aria-pressed=\"false\">No<\/button><button type=\"button\" data-answer=\"maybe\" aria-pressed=\"false\">Maybe<\/button><\/span><\/span><\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>Covers customer profile accuracy, contact details, consent, vehicle details, service history, complaint records, and CRM update discipline.<\/p>\n","protected":false},"template":"","meta":{"footnotes":"","_as_roles":"","_as_frequency":"","_as_standard":"","_as_source":"","_as_pdf":1003,"_as_solution":559,"_as_guide":0,"_as_case_study":76,"_as_lib_featured":false},"industry_tag":[3],"checklist_topic":[28],"checklist_market":[],"class_list":["post-804","libraries","type-libraries","status-publish","hentry","checklist_topic-customer-experience"],"_links":{"self":[{"href":"https:\/\/autosmarts.co\/en\/wp-json\/wp\/v2\/libraries\/804","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/autosmarts.co\/en\/wp-json\/wp\/v2\/libraries"}],"about":[{"href":"https:\/\/autosmarts.co\/en\/wp-json\/wp\/v2\/types\/libraries"}],"version-history":[{"count":3,"href":"https:\/\/autosmarts.co\/en\/wp-json\/wp\/v2\/libraries\/804\/revisions"}],"predecessor-version":[{"id":1286,"href":"https:\/\/autosmarts.co\/en\/wp-json\/wp\/v2\/libraries\/804\/revisions\/1286"}],"wp:attachment":[{"href":"https:\/\/autosmarts.co\/en\/wp-json\/wp\/v2\/media?parent=804"}],"wp:term":[{"taxonomy":"industry_tag","embeddable":true,"href":"https:\/\/autosmarts.co\/en\/wp-json\/wp\/v2\/industry_tag?post=804"},{"taxonomy":"checklist_topic","embeddable":true,"href":"https:\/\/autosmarts.co\/en\/wp-json\/wp\/v2\/checklist_topic?post=804"},{"taxonomy":"checklist_market","embeddable":true,"href":"https:\/\/autosmarts.co\/en\/wp-json\/wp\/v2\/checklist_market?post=804"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}