{"id":137722,"date":"2026-08-02T09:59:44","date_gmt":"2026-08-02T09:59:44","guid":{"rendered":"https:\/\/mailinvest.blog\/index.php\/2026\/08\/02\/google-ads-clicks-lose-paid-attribution-when-gbraid-and-gad_-get-stripped\/"},"modified":"2026-08-02T10:00:59","modified_gmt":"2026-08-02T10:00:59","slug":"google-ads-clicks-lose-paid-attribution-when-gbraid-and-gad_-get-stripped","status":"publish","type":"post","link":"https:\/\/mailinvest.blog\/index.php\/2026\/08\/02\/google-ads-clicks-lose-paid-attribution-when-gbraid-and-gad_-get-stripped\/","title":{"rendered":"Google Ads clicks lose paid attribution when GBRAID and gad_ get stripped"},"content":{"rendered":"<p> <a href=\"https:\/\/go.fiverr.com\/visit\/?bta=1052423&nci=17043\" Target=\"_Top\"><img loading=\"lazy\" decoding=\"async\" border=\"0\" src=\"https:\/\/fiverr.ck-cdn.com\/tn\/serve\/?cid=40081059\" loading=\"lazy\"  width=\"601\" height=\"201\"><\/a>\n<br \/><img decoding=\"async\" src=\"https:\/\/ppc.land\/content\/images\/size\/w1200\/2026\/08\/diagnostics.webp\" loading=\"lazy\" \/><\/p>\n<div>\n<p><a href=\"https:\/\/ppc.land\/?s=Google\"><em>Google<\/em><\/a><em>\u00a0added a diagnostic to\u00a0<\/em><a href=\"https:\/\/ppc.land\/?s=Google+Analytics\"><em>Google Analytics<\/em><\/a><em>\u00a0on July 30, 2026 that flags properties the place the GBRAID and gad_ URL parameters are absent from advert click on URLs, a niche that silently reclassifies paid classes as natural or as (not set) inside marketing campaign reviews.<\/em><\/p>\n<p>The discharge notice printed within the What&#8217;s new in Google Analytics documentation is brief. Google described a diagnostic constructed to alert customers to issues with marketing campaign information accuracy attributable to lacking URL parameters, and said that properties the place combination identifiers are lacking from the URL will floor the brand new alert along with the problematic URLs and the steps wanted to resolve the difficulty. Two supporting Assist Middle paperwork carry the technical weight: one describing what combination identifiers are and one describing the parameter stripping diagnostic itself.<\/p>\n<p>Neither doc proclaims a change to how\u00a0<a href=\"https:\/\/ppc.land\/?s=Google+Ads\">Google Ads<\/a>\u00a0tags URLs. What modified on July 30 is visibility. A failure mode that beforehand confirmed up solely as unexplained progress in natural or unattributed classes now has a named alert hooked up to it, together with an inventory of the precise web page paths the place the parameters are going lacking.<\/p>\n<h2 id=\"what-the-diagnostic-detects\">What the diagnostic detects<\/h2>\n<p>The alert carries the label\u00a0<strong>Marketing campaign information accuracy is affected by lacking URL parameters<\/strong>. In response to Google&#8217;s troubleshooting documentation, the diagnostic identifies cases the place combination identifier parameters appended to click on URLs are being stripped, and that stripping reduces the protection of combination identifier-based attribution contained in the property.<\/p>\n<p>Google&#8217;s description of the alert states that some URLs are lacking one or each of the mixture identifiers, and that these identifiers guarantee correct reporting in circumstances the place Google Analytics can&#8217;t robotically retrieve information utilizing the usual GCLID or DCLID parameters. The decision textual content factors at implementation quite than configuration: &#8220;Repair the implementation drawback stopping these robotically added parameters from reaching Google Analytics.&#8221; A management labelled View URLs contained in the alert exposes the web page paths the place the issue happens. In response to the identical documentation, implementation modifications might take 24 to 48 hours to take impact.<\/p>\n<h3 id=\"where-the-alert-appears\">The place the alert seems<\/h3>\n<p>Diagnostics in Google Analytics floor in two locations. World banners run throughout a complete property when points of great severity are detected, with spammy person identifiers cited for instance of an issue extreme sufficient to drop information from assortment as soon as quantity thresholds are reached. The\u00a0<strong>Information high quality indicator<\/strong>\u00a0sits inside particular person reviews and flags information affected by a particular problem, similar to spam classes producing misattribution.<\/p>\n<p>The parameter stripping diagnostic makes use of the second route. Google&#8217;s documentation states that the alert seems within the Information high quality indicator when GBRAID or gad_ parameters are lacking from URLs that carry a GCLID. That situation is narrower than the discharge notice implies. The set off will not be merely an untagged URL; it&#8217;s a URL that arrived with a Google click on identifier hooked up however with out the mixture identifiers which can be presupposed to accompany it.<\/p>\n<h2 id=\"the-identifiers-at-stake\">The identifiers at stake<\/h2>\n<p>Mixture identifiers exist as a result of the GCLID can&#8217;t at all times do its job. In response to Google&#8217;s documentation, these parameters enable Google Analytics to attribute paid visitors to supply, medium, supply platform and marketing campaign dimensions in circumstances the place the GCLID can&#8217;t determine these dimensions, and the documentation names the particular set off: customers denying\u00a0<strong>ad_user_data<\/strong>\u00a0consent.<\/p>\n<p>That single sentence connects the diagnostic to the\u00a0<a href=\"https:\/\/ppc.land\/?s=consent\">consent<\/a>\u00a0structure that has been rebuilt round Google&#8217;s measurement stack over the previous two years. The place a customer declines promoting information consent, the GCLID stops functioning as an attribution key. GBRAID and the gad_ household are what stays.<\/p>\n<p><strong>GBRAID<\/strong>\u00a0seems in URLs as &amp;gbraid=xyz. Google describes it as a privacy-preserving identifier used to measure advert efficiency, one which captures marketing campaign information in a non-unique style similar to a Marketing campaign ID, with out linking that information to particular person customers or occasions. The parameter predates the present diagnostic by a number of years, having entered Google Analytics reporting when\u00a0<a href=\"https:\/\/ppc.land\/google-updates-ios-14-campaign-measurement-in-ga4\/\">Google updated iOS 14+ campaign measurement in GA4 during March 2022<\/a>, alongside WBRAID, in response to Apple&#8217;s App Monitoring Transparency framework.<\/p>\n<h3 id=\"gadsource-and-gadcampaignid\">gad_source and gad_campaignid<\/h3>\n<p>The gad_ household is more moderen and fewer understood. Two members are documented.<\/p>\n<p><strong>gad_source<\/strong>\u00a0identifies the supply of an advert URL, with Google Search and the Show Community given as examples. Google states that the parameter is used to determine the supply of advertisements URLs and enhance the accuracy of advertisements measurement, and that any URL coming from a Google advert will carry &amp;gad_source in its last URL. The parameter will not be customizable. All advertisers and campaigns sharing a supply share the identical gad_source worth, which is what makes it combination quite than particular person.<\/p>\n<p>The documentation carries a rollout caveat that issues for anybody studying a diagnostic alert in August 2026. In response to Google, gad_source was previously referred to as gad, the parameter &#8220;shall be rolled out within the coming months,&#8221; and a few advertisers might not discover gad_source of their URLs but. A property flagged for a lacking parameter might due to this fact be flagged for a parameter Google has not but begun appending to that account&#8217;s URLs.<\/p>\n<p><strong>gad_campaignid<\/strong>\u00a0identifies the Google marketing campaign that drove visitors and conversions. Google states that any URL coming from a Google advert will carry &amp;gad_campaignid in its last URL, and that every one conversions originating from the identical marketing campaign share the identical worth.<\/p>\n<h3 id=\"placement-rules-and-redirects\">Placement guidelines and redirects<\/h3>\n<p>The mechanics are particular. Google appends &amp;gad_ parameters to the tip of the ultimate URL, earlier than any fragments, which the documentation defines as identify anchors indicated by the presence of a hash character. The labored instance given is instance.com\/foo?a=b&amp;gad_source=1#xyz.<\/p>\n<p>Redirect chains are named as the first threat. In response to Google, websites containing redirects must protect the gad_ parameter via the redirect, as a result of Google Adverts and Google Analytics tags count on to look at the parameter as a top-level parameter on the web page the place the tags load. A parameter that survives the primary hop however is dropped by a canonicalisation rule, a locale redirect or a safety filter earlier than the tag fires produces precisely the situation the diagnostic seems for. The combination identifiers documentation closes with a blunt instruction towards eradicating or blocking these parameters from touchdown web page URLs.<\/p>\n<h2 id=\"what-breaks-when-the-parameters-go-missing\">What breaks when the parameters go lacking<\/h2>\n<p>The consequence part of Google&#8217;s troubleshooting doc is the half with operational enamel. When these parameters are stripped, attribution information turns into inaccurate, and misattributed information will comprise &#8220;(not set)&#8221; or &#8220;natural&#8221; in reviews. The doc provides that this immediately impacts present mitigation methods, that means affected properties is not going to profit from GBRAID or gad_ parameter-based attribution in any respect.<\/p>\n<p>Two failure shapes emerge from that. Periods that land in (not set) are visibly damaged and have a tendency to immediate investigation. Periods reclassified as natural are worse, as a result of they appear to be a hit story. Paid clicks {that a} enterprise has already paid for get credited to unpaid search, inflating obvious natural efficiency whereas miserable measured return on marketing campaign spend in the identical reporting interval.<\/p>\n<p>Google Analytics has fought this particular battle earlier than. In July 2024, the platform\u00a0<a href=\"https:\/\/ppc.land\/google-analytics-tackles-not-set-attribution-with-latest-update\/\">addressed the prevalence of (not set) attribution values by requiring a config command or the Google tag on a page before automatically collected events would send<\/a>, a change aimed on the identical reporting symptom from a special technical path.<\/p>\n<h2 id=\"permissions-and-latency\">Permissions and latency<\/h2>\n<p>Entry guidelines are constant throughout the diagnostics function. All property customers, spanning the Admin, Editor, Marketer, Analyst and Viewer roles, can view diagnostics. Solely customers with Editor entry or greater can take the particular actions wanted to resolve the flagged points.<\/p>\n<p>The latency figures are value studying exactly, as a result of two completely different numbers seem throughout the paperwork. Implementation modifications might take 24 to 48 hours to take impact, in accordance with the diagnostic alert description. Individually, as soon as information points have been resolved, it could take as much as 48 hours for the repair to mirror within the property, and Google notes that diagnostics might proceed to seem within the interface throughout that window. An analyst checking the morning after a repair is deployed will possible nonetheless see the alert.<\/p>\n<h2 id=\"the-wider-stripping-problem\">The broader stripping drawback<\/h2>\n<p>The diagnostic lands in a measurement surroundings the place URL parameters are below sustained stress from browsers, redirect infrastructure and consent tooling on the identical time.<\/p>\n<p>Apple&#8217;s browser is essentially the most documented supply of loss.\u00a0<a href=\"https:\/\/ppc.land\/safari-is-quietly-killing-your-gclid-and-here-is-the-fix\/\">Safari strips the GCLID parameter from ad URLs in an estimated 20 percent of sessions<\/a>\u00a0below default privateness settings, with the proportion rising for customers who allow the stricter All Looking monitoring safety choice. The identical evaluation discovered that GBRAID and WBRAID are by no means eliminated by that mechanism, which is exactly why Google&#8217;s fallback attribution relies on them. A property that loses each the GCLID to Safari and the mixture identifiers to its personal redirect stack has no paid attribution sign left.<\/p>\n<p>Consent dealing with provides the second stress level. A case documented in April 2026 described a shopper whose\u00a0<a href=\"https:\/\/ppc.land\/consent-mode-v2-enforcement-is-silently-breaking-google-ads-conversions\/\">Google Ads conversions collapsed 90 percent overnight after consent signals stopped reaching Google&#8217;s tag layer<\/a>, with roughly 40 % of the misplaced attribution recoverable after the configuration was corrected and the remaining 60 % completely absent. Since ad_user_data denial is the precise situation that prompts combination identifier attribution, consent misconfiguration and parameter stripping compound quite than substitute for each other.<\/p>\n<p>Google has additionally been consolidating the place consent authority sits. From June 15, 2026,\u00a0<a href=\"https:\/\/ppc.land\/google-signals-loses-ad-data-control-on-june-15-what-it-really-means\/\">the ad_storage parameter inside Consent Mode became the sole authority over advertising data collection, with the Google Signals setting reduced to controlling only whether Analytics data is associated with signed-in user information<\/a>. That restructuring narrowed the variety of levers accessible to advertisers and raised the price of any single misconfiguration.<\/p>\n<p>Attribution protection is the quiet enter to nearly each paid media resolution, and this diagnostic addresses a failure that produces no error message and no apparent anomaly in a spend report.<\/p>\n<p>The monetary asymmetry is the purpose. A stripped parameter doesn&#8217;t cut back click on prices, doesn&#8217;t cease the advert serving and doesn&#8217;t seem within the Google Adverts interface. It modifications solely which bucket the ensuing session lands in inside Google Analytics. Price range allocation fashions constructed on channel-level return figures will learn the shifted information as proof that natural search is outperforming paid search, and reallocate accordingly. The error is self-reinforcing, as a result of the reallocation reduces paid spend towards a baseline that was by no means correct.<\/p>\n<p>The diagnostic additionally arrives at some extent the place Google Analytics has been steadily enhancing the tidiness of its visitors supply reporting. On June 11, 2026, the platform\u00a0<a href=\"https:\/\/ppc.land\/google-analytics-adds-source-group-field-to-fix-messy-cross-channel-data\/\">added a Source Group dimension that consolidates fragmented source values such as facebook, fb and Meta-facebook into single reporting values<\/a>. Cleaner supply grouping does nothing for classes that by no means reached the paid bucket within the first place, which makes the parameter stripping alert a complement quite than a replica.<\/p>\n<p>Diagnostics have grow to be a recurring launch class for Google&#8217;s measurement merchandise quite than a one-time addition. The Tag Diagnostics instrument\u00a0<a href=\"https:\/\/ppc.land\/google-analytics-unveils-tag-diagnostics-tool-to-enhance-data-accuracy\/\">launched in June 2024 with four tag quality status levels<\/a>, then\u00a0<a href=\"https:\/\/ppc.land\/google-tag-manager-new-diagnostics-for-data-gaps-and-tag-placement\/\">gained alerts for tags that stopped sending data and tags placed too low on a page in October 2024<\/a>, then\u00a0<a href=\"https:\/\/ppc.land\/google-adds-tag-diagnostics-to-analytics-consent-settings-hub\/\">moved into the Analytics consent settings hub in mid-2025<\/a>. A diagnostic for problematic Consumer-ID implementations\u00a0<a href=\"https:\/\/ppc.land\/google-analytics-launches-meta-and-tiktok-cost-data-import-integrations\/\">followed on October 2, 2025<\/a>. The July 30 alert extends that sample into the URL parameter layer.<\/p>\n<p>One structural limitation deserves flagging. The diagnostic detects absence, not trigger. It reviews that GBRAID or gad_ parameters are lacking from URLs carrying a GCLID and it lists the affected web page paths, however it doesn&#8217;t distinguish between a redirect that dropped the parameter, a content material supply community that filtered it, a tag firing earlier than the parameter was readable, or a gad_source worth Google has not but began appending to that account. Prognosis of the particular mechanism stays handbook work, and the rollout caveat in Google&#8217;s personal documentation means a minimum of one class of alert might resolve itself with none implementation change in any respect.<\/p>\n<p>Attribution mechanics not often command consideration till a quantity strikes. This one strikes numbers within the path that appears like excellent news, which is what makes it costly.<\/p>\n<h2 id=\"timeline\">Timeline<\/h2>\n<ul>\n<li>March 7, 2022:\u00a0<a href=\"https:\/\/ppc.land\/google-updates-ios-14-campaign-measurement-in-ga4\/\">Google updates iOS 14+ campaign measurement in Google Analytics 4, introducing GBRAID for app-to-app measurement and WBRAID for app-to-web measurement, with affected Google Ads dimensions reported as (not set)<\/a><\/li>\n<li>June 2024:\u00a0<a href=\"https:\/\/ppc.land\/google-analytics-unveils-tag-diagnostics-tool-to-enhance-data-accuracy\/\">Google Analytics launches the Tag Diagnostics tool, scanning site tags and assigning one of four tag quality status levels<\/a><\/li>\n<li>July 26, 2024:\u00a0<a href=\"https:\/\/ppc.land\/google-analytics-tackles-not-set-attribution-with-latest-update\/\">Google Analytics addresses (not set) attribution values by requiring a config command or the Google tag before automatically collected events send<\/a><\/li>\n<li>October 11, 2024:\u00a0<a href=\"https:\/\/ppc.land\/google-tag-manager-new-diagnostics-for-data-gaps-and-tag-placement\/\">Google adds diagnostics for tags that have stopped sending data and tags found too low on a page<\/a><\/li>\n<li>June 30, 2025:\u00a0<a href=\"https:\/\/ppc.land\/google-adds-tag-diagnostics-to-analytics-consent-settings-hub\/\">Tag Diagnostics is added to the Google Analytics consent settings hub<\/a><\/li>\n<li>July 22, 2025:\u00a0<a href=\"https:\/\/ppc.land\/google-ads-api-enables-dual-gclid-and-gbraid-fields-starting-october-3\/\">Google Ads API enables dual gclid and gbraid fields in a single conversion upload, effective October 3, 2025<\/a><\/li>\n<li>October 2, 2025:\u00a0<a href=\"https:\/\/ppc.land\/google-analytics-launches-meta-and-tiktok-cost-data-import-integrations\/\">Google Analytics launches a diagnostic for problematic User-ID implementations<\/a><\/li>\n<li>April 10, 2026:\u00a0<a href=\"https:\/\/ppc.land\/consent-mode-v2-enforcement-is-silently-breaking-google-ads-conversions\/\">A documented case shows Google Ads conversions collapsing 90 percent after consent signals failed to reach the tag layer, with 60 percent of lost attribution unrecoverable<\/a><\/li>\n<li>April 21, 2026:\u00a0<a href=\"https:\/\/ppc.land\/safari-is-quietly-killing-your-gclid-and-here-is-the-fix\/\">Analysis documents Safari stripping the GCLID in an estimated 20 percent of sessions while leaving GBRAID and WBRAID intact<\/a><\/li>\n<li>June 11, 2026:\u00a0<a href=\"https:\/\/ppc.land\/google-analytics-adds-source-group-field-to-fix-messy-cross-channel-data\/\">Google Analytics adds the Source Group dimension to consolidate fragmented traffic source values<\/a><\/li>\n<li>June 15, 2026:\u00a0<a href=\"https:\/\/ppc.land\/google-signals-loses-ad-data-control-on-june-15-what-it-really-means\/\">The ad_storage parameter inside Consent Mode becomes the sole authority over advertising data collection, stripping Google Signals of that control<\/a><\/li>\n<li>July 18, 2026:\u00a0<a href=\"https:\/\/ppc.land\/googles-gclid-explainer-shows-how-one-parameter-tracks-every-ad-click\/\">Google publishes a GCLID explainer video covering auto-tagging and offline conversion imports<\/a><\/li>\n<li>July 30, 2026: Google launches the parameter stripping diagnostic in Google Analytics, flagging properties the place GBRAID and gad_ identifiers are lacking from URLs carrying a GCLID<\/li>\n<\/ul>\n<h2 id=\"summary\">Abstract<\/h2>\n<p><strong>Who:<\/strong>\u00a0Google, via the What&#8217;s new in Google Analytics launch notes and two supporting Assist Middle paperwork, addressing Google Analytics property house owners, advertisers working Google Adverts campaigns and the analysts answerable for their attribution reporting.<\/p>\n<p><strong>What:<\/strong>\u00a0A diagnostic that flags properties the place the mixture identifiers GBRAID and gad_ are lacking from advert click on URLs. The alert, labelled Marketing campaign information accuracy is affected by lacking URL parameters, lists the affected web page paths via a View URLs management. The place the parameters are stripped, misattributed classes seem in reviews as (not set) or natural, and the property positive aspects no profit from combination identifier-based attribution.<\/p>\n<p><strong>When:<\/strong>\u00a0Printed July 30, 2026. Implementation modifications take 24 to 48 hours to take impact, and resolved points can take as much as 48 hours to clear from the property interface.<\/p>\n<p><strong>The place:<\/strong>\u00a0Inside Google Analytics properties, surfacing via the Information high quality indicator inside reviews. All property roles can view the diagnostic; solely Editor entry or greater permits motion on it.<\/p>\n<p><strong>Why:<\/strong>\u00a0Mixture identifiers carry paid marketing campaign attribution when the GCLID can&#8217;t, a situation triggered when customers deny ad_user_data consent. Parameters misplaced to redirects, filtering or tag timing transfer paid classes into natural and unattributed buckets, distorting channel efficiency figures that drive funds allocation.<\/p>\n<\/p><\/div>\n<iframe data-lazy=\"true\" data-src=\"https:\/\/www.fiverr.com\/gig_widgets?id=U2FsdGVkX18x7XQvttUTrv1oEqmGNGTgvvCUiUoJ\/AP4z\/UyMz8lXGOLpu15jIMxBbTR0gmD5uBoFvhC4KWeALQRp3h\/X\/AwcVD0K8Wj9H\/ZzYKzcCNHosB9oS4SCJJFWiN85P9ICAc4OgCoE\/wHKIY7CDkf2\/DQ1vqGvk4smVe5cRDEmrLPCWi4FC8p40VUhSmWQ5udCm0zoJtorgWv3vbDQw0kKYkwn39ozAnQXDe+YvWMxkLFWA+O3TFwkJvdkIK+\/AUSnRssPKt5WHY0FhNOxnSPcLslEL4G4\/RfP95ve99U+kRnDy3X+KtzdQLY+u935ghON\/o3UE4IMv9oN6JX9RnxzL\/LRcOgnHigxStSGPKsZYtnz8RWNVT\/rOLAibqiWJadC5MYHRbekF3eg6FOGrQGkXYbsn0+a5aovnlLCbLwIqY9fcS17UX8J235iQ6cdmHNbrPeS84CMm34RA==&affiliate_id=1052423&strip_google_tagmanager=true\" loading=\"lazy\" data-with-title=\"true\" class=\"fiverr_nga_frame\" frameborder=\"0\" height=\"350\" width=\"100%\" referrerpolicy=\"no-referrer-when-downgrade\" data-mode=\"random_gigs\" onload=\" var frame = this; var script = document.createElement('script'); script.addEventListener('load', function() { window.FW_SDK.register(frame); }); script.setAttribute('src', 'https:\/\/www.fiverr.com\/gig_widgets\/sdk'); document.body.appendChild(script); \" ><\/iframe>\n<br \/><a href=\"https:\/\/ppc.land\/google-ads-clicks-lose-paid-attribution-when-gbraid-and-gad_-get-stripped\/\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Google\u00a0added a diagnostic to\u00a0Google Analytics\u00a0on July 30, 2026 that flags properties the place the GBRAID and gad_ URL parameters are absent from advert click on&#8230;<\/p>\n","protected":false},"author":1,"featured_media":137723,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-137722","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech-universe"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Google Ads clicks lose paid attribution when GBRAID and gad_ get stripped - mailinvest.blog<\/title>\n<meta name=\"description\" content=\"Technology is forever changing, and there are always new pieces of technology to replace obsolete ones. Tons of people enjoy reading tech blogs on a daily basis.mailinvest.blog tracks all the latest consumer technology breakthroughs and shows you what&#039;s new, what matters and how technology can enrich your life. mailinvest.blog also provides the information, tools, and advice that helps when deciding what to buy.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mailinvest.blog\/index.php\/2026\/08\/02\/google-ads-clicks-lose-paid-attribution-when-gbraid-and-gad_-get-stripped\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Google Ads clicks lose paid attribution when GBRAID and gad_ get stripped - mailinvest.blog\" \/>\n<meta property=\"og:description\" content=\"Technology is forever changing, and there are always new pieces of technology to replace obsolete ones. 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