diff --git a/ghost/core/core/server/services/posts/posts-exporter.js b/ghost/core/core/server/services/posts/posts-exporter.js
index 7b05b4727fd..4aeab0ae995 100644
--- a/ghost/core/core/server/services/posts/posts-exporter.js
+++ b/ghost/core/core/server/services/posts/posts-exporter.js
@@ -35,7 +35,7 @@ class PostsExporter {
     async export({filter, order, limit}) {
         const posts = await this.#models.Post.findPage({
             filter: filter ?? 'status:published,status:sent',
-            order,
+            order: order ?? 'published_at DESC, id DESC',
             limit,
             withRelated: [
                 'tiers',
diff --git a/ghost/core/test/e2e-api/admin/__snapshots__/post-analytics-export.test.js.snap b/ghost/core/test/e2e-api/admin/__snapshots__/post-analytics-export.test.js.snap
new file mode 100644
index 00000000000..294fac08158
--- /dev/null
+++ b/ghost/core/test/e2e-api/admin/__snapshots__/post-analytics-export.test.js.snap
@@ -0,0 +1,246 @@
+// Jest Snapshot v1, https://goo.gl/fbAQLP
+
+exports[`Post Analytics Export Default settings (all features enabled) Exports CSV with full analytics data 1: [headers] 1`] = `
+Object {
+  "access-control-allow-origin": "http://127.0.0.1:2369",
+  "cache-control": "no-cache, private, no-store, must-revalidate, max-stale=0, post-check=0, pre-check=0",
+  "content-disposition": StringMatching /\\^Attachment; filename="post-analytics\\.\\\\d\\{4\\}-\\\\d\\{2\\}-\\\\d\\{2\\}\\.csv"\\$/,
+  "content-length": "3738",
+  "content-type": "text/csv; charset=utf-8",
+  "content-version": StringMatching /v\\\\d\\+\\\\\\.\\\\d\\+/,
+  "etag": StringMatching /\\(\\?:W\\\\/\\)\\?"\\(\\?:\\[ !#-\\\\x7E\\\\x80-\\\\xFF\\]\\*\\|\\\\r\\\\n\\[\\\\t \\]\\|\\\\\\\\\\.\\)\\*"/,
+  "vary": "Accept-Version, Origin, Accept-Encoding",
+  "x-powered-by": "Express",
+}
+`;
+
+exports[`Post Analytics Export Default settings (all features enabled) Exports CSV with full analytics data 2 1`] = `
+Object {
+  "text": "id,title,url,author,status,created_at,updated_at,published_at,featured,tags,post_access,email_recipients,newsletter_name,sends,opens,clicks,signups,paid_conversions,feedback_more_like_this,feedback_less_like_this
+000000000000000000000000,Members Only Post,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,,Members-only,,,,,,0,0,,
+000000000000000000000000,Premium Tier Post,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,,Specific tiers: Default Product,,,,,,0,0,,
+000000000000000000000000,Email Only Post,http://127.0.0.1:2369/404/,Joe Bloggs,published and emailed,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,,Public,Free subscribers,,64,45,0,0,0,0,0
+000000000000000000000000,Start here for a quick overview of everything you need to know,http://127.0.0.1:2369/welcome/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,0,0,,
+000000000000000000000000,Customizing your brand and design settings,http://127.0.0.1:2369/design/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,0,0,,
+000000000000000000000000,\\"Writing and managing content in Ghost, an advanced guide\\",http://127.0.0.1:2369/write/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,0,0,,
+000000000000000000000000,Building your audience with subscriber signups,http://127.0.0.1:2369/portal/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,0,0,,
+000000000000000000000000,Selling premium memberships with recurring revenue,http://127.0.0.1:2369/sell/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Paid members-only,,,,,,0,0,,
+000000000000000000000000,How to grow your business around an audience,http://127.0.0.1:2369/grow/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,0,0,,
+000000000000000000000000,Setting up apps and custom integrations,http://127.0.0.1:2369/integrations/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,0,0,,
+000000000000000000000000,Post with all media types - Lexical,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Tag with images,Public,,,,,,0,0,,
+000000000000000000000000,Post with all media types - Mobiledoc,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Tag with images,Public,,,,,,0,0,,
+000000000000000000000000,\\"Not so short, bit complex\\",http://127.0.0.1:2369/not-so-short-bit-complex/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,true,,Public,,,,,,0,0,,
+000000000000000000000000,Short and Sweet,http://127.0.0.1:2369/short-and-sweet/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,true,chorizo,Public,,,,,,2,1,,
+000000000000000000000000,Ghostly Kitchen Sink,http://127.0.0.1:2369/ghostly-kitchen-sink/,Joe Bloggs,published and emailed,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,\\"kitchen sink, bacon\\",Public,Paid subscribers,,128,90,1,3,2,1,0",
+}
+`;
+
+exports[`Post Analytics Export Settings variations Hides clicks column when email_track_clicks disabled 1: [headers] 1`] = `
+Object {
+  "access-control-allow-origin": "http://127.0.0.1:2369",
+  "cache-control": "no-cache, private, no-store, must-revalidate, max-stale=0, post-check=0, pre-check=0",
+  "content-disposition": StringMatching /\\^Attachment; filename="post-analytics\\.\\\\d\\{4\\}-\\\\d\\{2\\}-\\\\d\\{2\\}\\.csv"\\$/,
+  "content-length": "3714",
+  "content-type": "text/csv; charset=utf-8",
+  "content-version": StringMatching /v\\\\d\\+\\\\\\.\\\\d\\+/,
+  "etag": StringMatching /\\(\\?:W\\\\/\\)\\?"\\(\\?:\\[ !#-\\\\x7E\\\\x80-\\\\xFF\\]\\*\\|\\\\r\\\\n\\[\\\\t \\]\\|\\\\\\\\\\.\\)\\*"/,
+  "vary": "Accept-Version, Origin, Accept-Encoding",
+  "x-powered-by": "Express",
+}
+`;
+
+exports[`Post Analytics Export Settings variations Hides clicks column when email_track_clicks disabled 2 1`] = `
+Object {
+  "text": "id,title,url,author,status,created_at,updated_at,published_at,featured,tags,post_access,email_recipients,newsletter_name,sends,opens,signups,paid_conversions,feedback_more_like_this,feedback_less_like_this
+000000000000000000000000,Members Only Post,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,,Members-only,,,,,0,0,,
+000000000000000000000000,Premium Tier Post,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,,Specific tiers: Default Product,,,,,0,0,,
+000000000000000000000000,Email Only Post,http://127.0.0.1:2369/404/,Joe Bloggs,published and emailed,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,,Public,Free subscribers,,64,45,0,0,0,0
+000000000000000000000000,Start here for a quick overview of everything you need to know,http://127.0.0.1:2369/welcome/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,0,0,,
+000000000000000000000000,Customizing your brand and design settings,http://127.0.0.1:2369/design/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,0,0,,
+000000000000000000000000,\\"Writing and managing content in Ghost, an advanced guide\\",http://127.0.0.1:2369/write/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,0,0,,
+000000000000000000000000,Building your audience with subscriber signups,http://127.0.0.1:2369/portal/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,0,0,,
+000000000000000000000000,Selling premium memberships with recurring revenue,http://127.0.0.1:2369/sell/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Paid members-only,,,,,0,0,,
+000000000000000000000000,How to grow your business around an audience,http://127.0.0.1:2369/grow/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,0,0,,
+000000000000000000000000,Setting up apps and custom integrations,http://127.0.0.1:2369/integrations/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,0,0,,
+000000000000000000000000,Post with all media types - Lexical,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Tag with images,Public,,,,,0,0,,
+000000000000000000000000,Post with all media types - Mobiledoc,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Tag with images,Public,,,,,0,0,,
+000000000000000000000000,\\"Not so short, bit complex\\",http://127.0.0.1:2369/not-so-short-bit-complex/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,true,,Public,,,,,0,0,,
+000000000000000000000000,Short and Sweet,http://127.0.0.1:2369/short-and-sweet/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,true,chorizo,Public,,,,,2,1,,
+000000000000000000000000,Ghostly Kitchen Sink,http://127.0.0.1:2369/ghostly-kitchen-sink/,Joe Bloggs,published and emailed,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,\\"kitchen sink, bacon\\",Public,Paid subscribers,,128,90,3,2,1,0",
+}
+`;
+
+exports[`Post Analytics Export Settings variations Hides email columns when members disabled 1: [headers] 1`] = `
+Object {
+  "access-control-allow-origin": "http://127.0.0.1:2369",
+  "cache-control": "no-cache, private, no-store, must-revalidate, max-stale=0, post-check=0, pre-check=0",
+  "content-disposition": StringMatching /\\^Attachment; filename="post-analytics\\.\\\\d\\{4\\}-\\\\d\\{2\\}-\\\\d\\{2\\}\\.csv"\\$/,
+  "content-length": "3432",
+  "content-type": "text/csv; charset=utf-8",
+  "content-version": StringMatching /v\\\\d\\+\\\\\\.\\\\d\\+/,
+  "etag": StringMatching /\\(\\?:W\\\\/\\)\\?"\\(\\?:\\[ !#-\\\\x7E\\\\x80-\\\\xFF\\]\\*\\|\\\\r\\\\n\\[\\\\t \\]\\|\\\\\\\\\\.\\)\\*"/,
+  "vary": "Accept-Version, Origin, Accept-Encoding",
+  "x-powered-by": "Express",
+}
+`;
+
+exports[`Post Analytics Export Settings variations Hides email columns when members disabled 2 1`] = `
+Object {
+  "text": "id,title,url,author,status,created_at,updated_at,published_at,featured,tags,post_access,newsletter_name
+000000000000000000000000,Members Only Post,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,,Members-only,
+000000000000000000000000,Premium Tier Post,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,,Specific tiers: Default Product,
+000000000000000000000000,Email Only Post,http://127.0.0.1:2369/404/,Joe Bloggs,published and emailed,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,,Public,
+000000000000000000000000,Start here for a quick overview of everything you need to know,http://127.0.0.1:2369/welcome/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,
+000000000000000000000000,Customizing your brand and design settings,http://127.0.0.1:2369/design/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,
+000000000000000000000000,\\"Writing and managing content in Ghost, an advanced guide\\",http://127.0.0.1:2369/write/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,
+000000000000000000000000,Building your audience with subscriber signups,http://127.0.0.1:2369/portal/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,
+000000000000000000000000,Selling premium memberships with recurring revenue,http://127.0.0.1:2369/sell/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Paid members-only,
+000000000000000000000000,How to grow your business around an audience,http://127.0.0.1:2369/grow/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,
+000000000000000000000000,Setting up apps and custom integrations,http://127.0.0.1:2369/integrations/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,
+000000000000000000000000,Post with all media types - Lexical,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Tag with images,Public,
+000000000000000000000000,Post with all media types - Mobiledoc,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Tag with images,Public,
+000000000000000000000000,\\"Not so short, bit complex\\",http://127.0.0.1:2369/not-so-short-bit-complex/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,true,,Public,
+000000000000000000000000,Short and Sweet,http://127.0.0.1:2369/short-and-sweet/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,true,chorizo,Public,
+000000000000000000000000,Ghostly Kitchen Sink,http://127.0.0.1:2369/ghostly-kitchen-sink/,Joe Bloggs,published and emailed,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,\\"kitchen sink, bacon\\",Public,",
+}
+`;
+
+exports[`Post Analytics Export Settings variations Hides feedback columns when no newsletter has feedback enabled 1: [headers] 1`] = `
+Object {
+  "access-control-allow-origin": "http://127.0.0.1:2369",
+  "cache-control": "no-cache, private, no-store, must-revalidate, max-stale=0, post-check=0, pre-check=0",
+  "content-disposition": StringMatching /\\^Attachment; filename="post-analytics\\.\\\\d\\{4\\}-\\\\d\\{2\\}-\\\\d\\{2\\}\\.csv"\\$/,
+  "content-length": "3656",
+  "content-type": "text/csv; charset=utf-8",
+  "content-version": StringMatching /v\\\\d\\+\\\\\\.\\\\d\\+/,
+  "etag": StringMatching /\\(\\?:W\\\\/\\)\\?"\\(\\?:\\[ !#-\\\\x7E\\\\x80-\\\\xFF\\]\\*\\|\\\\r\\\\n\\[\\\\t \\]\\|\\\\\\\\\\.\\)\\*"/,
+  "vary": "Accept-Version, Origin, Accept-Encoding",
+  "x-powered-by": "Express",
+}
+`;
+
+exports[`Post Analytics Export Settings variations Hides feedback columns when no newsletter has feedback enabled 2 1`] = `
+Object {
+  "text": "id,title,url,author,status,created_at,updated_at,published_at,featured,tags,post_access,email_recipients,newsletter_name,sends,opens,clicks,signups,paid_conversions
+000000000000000000000000,Members Only Post,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,,Members-only,,,,,,0,0
+000000000000000000000000,Premium Tier Post,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,,Specific tiers: Default Product,,,,,,0,0
+000000000000000000000000,Email Only Post,http://127.0.0.1:2369/404/,Joe Bloggs,published and emailed,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,,Public,Free subscribers,,64,45,0,0,0
+000000000000000000000000,Start here for a quick overview of everything you need to know,http://127.0.0.1:2369/welcome/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,0,0
+000000000000000000000000,Customizing your brand and design settings,http://127.0.0.1:2369/design/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,0,0
+000000000000000000000000,\\"Writing and managing content in Ghost, an advanced guide\\",http://127.0.0.1:2369/write/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,0,0
+000000000000000000000000,Building your audience with subscriber signups,http://127.0.0.1:2369/portal/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,0,0
+000000000000000000000000,Selling premium memberships with recurring revenue,http://127.0.0.1:2369/sell/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Paid members-only,,,,,,0,0
+000000000000000000000000,How to grow your business around an audience,http://127.0.0.1:2369/grow/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,0,0
+000000000000000000000000,Setting up apps and custom integrations,http://127.0.0.1:2369/integrations/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,0,0
+000000000000000000000000,Post with all media types - Lexical,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Tag with images,Public,,,,,,0,0
+000000000000000000000000,Post with all media types - Mobiledoc,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Tag with images,Public,,,,,,0,0
+000000000000000000000000,\\"Not so short, bit complex\\",http://127.0.0.1:2369/not-so-short-bit-complex/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,true,,Public,,,,,,0,0
+000000000000000000000000,Short and Sweet,http://127.0.0.1:2369/short-and-sweet/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,true,chorizo,Public,,,,,,2,1
+000000000000000000000000,Ghostly Kitchen Sink,http://127.0.0.1:2369/ghostly-kitchen-sink/,Joe Bloggs,published and emailed,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,\\"kitchen sink, bacon\\",Public,Paid subscribers,,128,90,1,3,2",
+}
+`;
+
+exports[`Post Analytics Export Settings variations Hides opens column when email_track_opens disabled 1: [headers] 1`] = `
+Object {
+  "access-control-allow-origin": "http://127.0.0.1:2369",
+  "cache-control": "no-cache, private, no-store, must-revalidate, max-stale=0, post-check=0, pre-check=0",
+  "content-disposition": StringMatching /\\^Attachment; filename="post-analytics\\.\\\\d\\{4\\}-\\\\d\\{2\\}-\\\\d\\{2\\}\\.csv"\\$/,
+  "content-length": "3713",
+  "content-type": "text/csv; charset=utf-8",
+  "content-version": StringMatching /v\\\\d\\+\\\\\\.\\\\d\\+/,
+  "etag": StringMatching /\\(\\?:W\\\\/\\)\\?"\\(\\?:\\[ !#-\\\\x7E\\\\x80-\\\\xFF\\]\\*\\|\\\\r\\\\n\\[\\\\t \\]\\|\\\\\\\\\\.\\)\\*"/,
+  "vary": "Accept-Version, Origin, Accept-Encoding",
+  "x-powered-by": "Express",
+}
+`;
+
+exports[`Post Analytics Export Settings variations Hides opens column when email_track_opens disabled 2 1`] = `
+Object {
+  "text": "id,title,url,author,status,created_at,updated_at,published_at,featured,tags,post_access,email_recipients,newsletter_name,sends,clicks,signups,paid_conversions,feedback_more_like_this,feedback_less_like_this
+000000000000000000000000,Members Only Post,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,,Members-only,,,,,0,0,,
+000000000000000000000000,Premium Tier Post,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,,Specific tiers: Default Product,,,,,0,0,,
+000000000000000000000000,Email Only Post,http://127.0.0.1:2369/404/,Joe Bloggs,published and emailed,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,,Public,Free subscribers,,64,0,0,0,0,0
+000000000000000000000000,Start here for a quick overview of everything you need to know,http://127.0.0.1:2369/welcome/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,0,0,,
+000000000000000000000000,Customizing your brand and design settings,http://127.0.0.1:2369/design/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,0,0,,
+000000000000000000000000,\\"Writing and managing content in Ghost, an advanced guide\\",http://127.0.0.1:2369/write/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,0,0,,
+000000000000000000000000,Building your audience with subscriber signups,http://127.0.0.1:2369/portal/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,0,0,,
+000000000000000000000000,Selling premium memberships with recurring revenue,http://127.0.0.1:2369/sell/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Paid members-only,,,,,0,0,,
+000000000000000000000000,How to grow your business around an audience,http://127.0.0.1:2369/grow/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,0,0,,
+000000000000000000000000,Setting up apps and custom integrations,http://127.0.0.1:2369/integrations/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,0,0,,
+000000000000000000000000,Post with all media types - Lexical,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Tag with images,Public,,,,,0,0,,
+000000000000000000000000,Post with all media types - Mobiledoc,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Tag with images,Public,,,,,0,0,,
+000000000000000000000000,\\"Not so short, bit complex\\",http://127.0.0.1:2369/not-so-short-bit-complex/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,true,,Public,,,,,0,0,,
+000000000000000000000000,Short and Sweet,http://127.0.0.1:2369/short-and-sweet/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,true,chorizo,Public,,,,,2,1,,
+000000000000000000000000,Ghostly Kitchen Sink,http://127.0.0.1:2369/ghostly-kitchen-sink/,Joe Bloggs,published and emailed,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,\\"kitchen sink, bacon\\",Public,Paid subscribers,,128,1,3,2,1,0",
+}
+`;
+
+exports[`Post Analytics Export Settings variations Hides paid_conversions when paid members disabled 1: [headers] 1`] = `
+Object {
+  "access-control-allow-origin": "http://127.0.0.1:2369",
+  "cache-control": "no-cache, private, no-store, must-revalidate, max-stale=0, post-check=0, pre-check=0",
+  "content-disposition": StringMatching /\\^Attachment; filename="post-analytics\\.\\\\d\\{4\\}-\\\\d\\{2\\}-\\\\d\\{2\\}\\.csv"\\$/,
+  "content-length": "3691",
+  "content-type": "text/csv; charset=utf-8",
+  "content-version": StringMatching /v\\\\d\\+\\\\\\.\\\\d\\+/,
+  "etag": StringMatching /\\(\\?:W\\\\/\\)\\?"\\(\\?:\\[ !#-\\\\x7E\\\\x80-\\\\xFF\\]\\*\\|\\\\r\\\\n\\[\\\\t \\]\\|\\\\\\\\\\.\\)\\*"/,
+  "vary": "Accept-Version, Origin, Accept-Encoding",
+  "x-powered-by": "Express",
+}
+`;
+
+exports[`Post Analytics Export Settings variations Hides paid_conversions when paid members disabled 2 1`] = `
+Object {
+  "text": "id,title,url,author,status,created_at,updated_at,published_at,featured,tags,post_access,email_recipients,newsletter_name,sends,opens,clicks,signups,feedback_more_like_this,feedback_less_like_this
+000000000000000000000000,Members Only Post,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,,Members-only,,,,,,0,,
+000000000000000000000000,Premium Tier Post,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,,Specific tiers: Default Product,,,,,,0,,
+000000000000000000000000,Email Only Post,http://127.0.0.1:2369/404/,Joe Bloggs,published and emailed,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,,Public,Free subscribers,,64,45,0,0,0,0
+000000000000000000000000,Start here for a quick overview of everything you need to know,http://127.0.0.1:2369/welcome/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,0,,
+000000000000000000000000,Customizing your brand and design settings,http://127.0.0.1:2369/design/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,0,,
+000000000000000000000000,\\"Writing and managing content in Ghost, an advanced guide\\",http://127.0.0.1:2369/write/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,0,,
+000000000000000000000000,Building your audience with subscriber signups,http://127.0.0.1:2369/portal/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,0,,
+000000000000000000000000,Selling premium memberships with recurring revenue,http://127.0.0.1:2369/sell/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Paid members-only,,,,,,0,,
+000000000000000000000000,How to grow your business around an audience,http://127.0.0.1:2369/grow/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,0,,
+000000000000000000000000,Setting up apps and custom integrations,http://127.0.0.1:2369/integrations/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,0,,
+000000000000000000000000,Post with all media types - Lexical,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Tag with images,Public,,,,,,0,,
+000000000000000000000000,Post with all media types - Mobiledoc,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Tag with images,Public,,,,,,0,,
+000000000000000000000000,\\"Not so short, bit complex\\",http://127.0.0.1:2369/not-so-short-bit-complex/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,true,,Public,,,,,,0,,
+000000000000000000000000,Short and Sweet,http://127.0.0.1:2369/short-and-sweet/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,true,chorizo,Public,,,,,,2,,
+000000000000000000000000,Ghostly Kitchen Sink,http://127.0.0.1:2369/ghostly-kitchen-sink/,Joe Bloggs,published and emailed,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,\\"kitchen sink, bacon\\",Public,Paid subscribers,,128,90,1,3,1,0",
+}
+`;
+
+exports[`Post Analytics Export Settings variations Hides signups and paid_conversions when members_track_sources disabled 1: [headers] 1`] = `
+Object {
+  "access-control-allow-origin": "http://127.0.0.1:2369",
+  "cache-control": "no-cache, private, no-store, must-revalidate, max-stale=0, post-check=0, pre-check=0",
+  "content-disposition": StringMatching /\\^Attachment; filename="post-analytics\\.\\\\d\\{4\\}-\\\\d\\{2\\}-\\\\d\\{2\\}\\.csv"\\$/,
+  "content-length": "3653",
+  "content-type": "text/csv; charset=utf-8",
+  "content-version": StringMatching /v\\\\d\\+\\\\\\.\\\\d\\+/,
+  "etag": StringMatching /\\(\\?:W\\\\/\\)\\?"\\(\\?:\\[ !#-\\\\x7E\\\\x80-\\\\xFF\\]\\*\\|\\\\r\\\\n\\[\\\\t \\]\\|\\\\\\\\\\.\\)\\*"/,
+  "vary": "Accept-Version, Origin, Accept-Encoding",
+  "x-powered-by": "Express",
+}
+`;
+
+exports[`Post Analytics Export Settings variations Hides signups and paid_conversions when members_track_sources disabled 2 1`] = `
+Object {
+  "text": "id,title,url,author,status,created_at,updated_at,published_at,featured,tags,post_access,email_recipients,newsletter_name,sends,opens,clicks,feedback_more_like_this,feedback_less_like_this
+000000000000000000000000,Members Only Post,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,,Members-only,,,,,,,
+000000000000000000000000,Premium Tier Post,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,,Specific tiers: Default Product,,,,,,,
+000000000000000000000000,Email Only Post,http://127.0.0.1:2369/404/,Joe Bloggs,published and emailed,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,,Public,Free subscribers,,64,45,0,0,0
+000000000000000000000000,Start here for a quick overview of everything you need to know,http://127.0.0.1:2369/welcome/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,,
+000000000000000000000000,Customizing your brand and design settings,http://127.0.0.1:2369/design/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,,
+000000000000000000000000,\\"Writing and managing content in Ghost, an advanced guide\\",http://127.0.0.1:2369/write/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,,
+000000000000000000000000,Building your audience with subscriber signups,http://127.0.0.1:2369/portal/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,,
+000000000000000000000000,Selling premium memberships with recurring revenue,http://127.0.0.1:2369/sell/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Paid members-only,,,,,,,
+000000000000000000000000,How to grow your business around an audience,http://127.0.0.1:2369/grow/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,,
+000000000000000000000000,Setting up apps and custom integrations,http://127.0.0.1:2369/integrations/,Ghost,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Getting Started,Public,,,,,,,
+000000000000000000000000,Post with all media types - Lexical,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Tag with images,Public,,,,,,,
+000000000000000000000000,Post with all media types - Mobiledoc,http://127.0.0.1:2369/404/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,Tag with images,Public,,,,,,,
+000000000000000000000000,\\"Not so short, bit complex\\",http://127.0.0.1:2369/not-so-short-bit-complex/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,true,,Public,,,,,,,
+000000000000000000000000,Short and Sweet,http://127.0.0.1:2369/short-and-sweet/,Joe Bloggs,published only,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,true,chorizo,Public,,,,,,,
+000000000000000000000000,Ghostly Kitchen Sink,http://127.0.0.1:2369/ghostly-kitchen-sink/,Joe Bloggs,published and emailed,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,2050-01-01T00:00:00.000Z,false,\\"kitchen sink, bacon\\",Public,Paid subscribers,,128,90,1,1,0",
+}
+`;
diff --git a/ghost/core/test/e2e-api/admin/post-analytics-export.test.js b/ghost/core/test/e2e-api/admin/post-analytics-export.test.js
new file mode 100644
index 00000000000..4fd00f47a07
--- /dev/null
+++ b/ghost/core/test/e2e-api/admin/post-analytics-export.test.js
@@ -0,0 +1,272 @@
+const {assertMatchSnapshot} = require('../../utils/assertions');
+const {agentProvider, fixtureManager, mockManager, matchers} = require('../../utils/e2e-framework');
+const {anyContentVersion, anyEtag, stringMatching} = matchers;
+const models = require('../../../core/server/models');
+const escapeRegExp = require('lodash/escapeRegExp');
+
+function testCleanedSnapshot(text, ignoreReplacements) {
+    for (const {match, replacement} of ignoreReplacements) {
+        if (match instanceof RegExp) {
+            text = text.replace(match, replacement);
+        } else {
+            text = text.replace(new RegExp(escapeRegExp(match), 'g'), replacement);
+        }
+    }
+    assertMatchSnapshot({text});
+}
+
+const csvReplacements = [
+    {
+        match: /\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}\.000Z/g,
+        replacement: '2050-01-01T00:00:00.000Z'
+    },
+    {
+        // Normalize ObjectIds (24-char hex) at the start of each CSV row
+        match: /^[a-f0-9]{24},/gm,
+        replacement: '000000000000000000000000,'
+    }
+];
+
+const matchExportHeaders = {
+    'content-version': anyContentVersion,
+    etag: anyEtag,
+    'content-disposition': stringMatching(/^Attachment; filename="post-analytics.\d{4}-\d{2}-\d{2}.csv"$/)
+};
+
+describe('Post Analytics Export', function () {
+    let agent;
+
+    before(async function () {
+        agent = await agentProvider.getAdminAPIAgent();
+        // Load fixtures: posts, newsletters, members (with stripe), emails, redirects, clicks, feedback
+        await fixtureManager.init('posts', 'newsletters', 'members:newsletters', 'members:emails', 'redirects', 'clicks', 'feedback');
+        await agent.loginAsOwner();
+
+        // --- Enrich fixture data for comprehensive export coverage ---
+
+        // 1. Enable feedback on the first newsletter
+        const newsletters = await models.Newsletter.findAll();
+        const firstNewsletter = newsletters.models[0];
+        const secondNewsletter = newsletters.models[1];
+        await models.Newsletter.edit({feedback_enabled: true}, {id: firstNewsletter.id});
+
+        // 2. Update existing email fixtures to have rich analytics data
+        // Email[0] is linked to posts[0] (HTML Ipsum), Email[1] is linked to posts[1] (Ghostly Kitchen Sink)
+        const emails = await models.Email.findAll();
+        if (emails.models.length >= 1) {
+            await models.Email.edit({
+                email_count: 256,
+                delivered_count: 240,
+                opened_count: 180,
+                track_opens: true,
+                track_clicks: true,
+                feedback_enabled: true,
+                newsletter_id: firstNewsletter.id,
+                status: 'submitted',
+                recipient_filter: 'all'
+            }, {id: emails.models[0].id});
+        }
+        if (emails.models.length >= 2) {
+            await models.Email.edit({
+                email_count: 128,
+                delivered_count: 120,
+                opened_count: 90,
+                track_opens: true,
+                track_clicks: true,
+                feedback_enabled: true,
+                newsletter_id: secondNewsletter.id,
+                status: 'submitted',
+                recipient_filter: 'status:-free'
+            }, {id: emails.models[1].id});
+        }
+
+        // 3. Create a members-only post
+        // Use explicit published_at dates far in the future to ensure deterministic
+        // ordering relative to fixture posts (which use now + index seconds)
+        await models.Post.add({
+            title: 'Members Only Post',
+            status: 'published',
+            visibility: 'members',
+            published_at: new Date('2099-01-03T00:00:00.000Z'),
+            lexical: JSON.stringify({root: {children: [{children: [{detail: 0, format: 0, mode: 'normal', style: '', text: 'Members only content', type: 'text', version: 1}], direction: 'ltr', format: '', indent: 0, type: 'paragraph', version: 1}], direction: 'ltr', format: '', indent: 0, type: 'root', version: 1}})
+        }, {context: {internal: true}});
+
+        // 4. Create a tiers-specific post
+        const allProducts = await models.Product.findAll();
+        const paidTier = allProducts.models.find(p => p.get('type') === 'paid');
+        const tiersPost = await models.Post.add({
+            title: 'Premium Tier Post',
+            status: 'published',
+            visibility: 'tiers',
+            published_at: new Date('2099-01-02T00:00:00.000Z'),
+            lexical: JSON.stringify({root: {children: [{children: [{detail: 0, format: 0, mode: 'normal', style: '', text: 'Premium content', type: 'text', version: 1}], direction: 'ltr', format: '', indent: 0, type: 'paragraph', version: 1}], direction: 'ltr', format: '', indent: 0, type: 'root', version: 1}})
+        }, {context: {internal: true}});
+        if (paidTier) {
+            // Attach tier to the post
+            await models.Base.knex.raw(
+                'INSERT INTO posts_products (id, post_id, product_id, sort_order) VALUES (?, ?, ?, ?)',
+                [require('bson-objectid').default().toHexString(), tiersPost.id, paidTier.id, 0]
+            );
+        }
+
+        // 5. Create a sent-only (email-only) post with an email
+        const sentPost = await models.Post.add({
+            title: 'Email Only Post',
+            status: 'sent',
+            visibility: 'public',
+            published_at: new Date('2099-01-01T00:00:00.000Z'),
+            lexical: JSON.stringify({root: {children: [{children: [{detail: 0, format: 0, mode: 'normal', style: '', text: 'Email only content', type: 'text', version: 1}], direction: 'ltr', format: '', indent: 0, type: 'paragraph', version: 1}], direction: 'ltr', format: '', indent: 0, type: 'root', version: 1}})
+        }, {context: {internal: true}});
+
+        await models.Email.add({
+            post_id: sentPost.id,
+            uuid: require('crypto').randomUUID(),
+            status: 'submitted',
+            email_count: 64,
+            delivered_count: 60,
+            opened_count: 45,
+            track_opens: true,
+            track_clicks: true,
+            feedback_enabled: true,
+            newsletter_id: firstNewsletter.id,
+            recipient_filter: 'status:free',
+            subject: 'Email Only Post',
+            html: '<p>Email only content</p>',
+            plaintext: 'Email only content',
+            submitted_at: new Date()
+        }, {context: {internal: true}});
+
+        // 6. Create member signup attribution events for existing posts
+        const members = await models.Member.findAll({limit: 5});
+        const post0 = fixtureManager.get('posts', 0);
+        const post1 = fixtureManager.get('posts', 1);
+
+        // Add extra signups attributed to post[0] and post[1]
+        for (let i = 0; i < 3; i++) {
+            if (members.models[i]) {
+                await models.MemberCreatedEvent.add({
+                    member_id: members.models[i].id,
+                    source: 'member',
+                    attribution_type: 'post',
+                    attribution_id: post0.id,
+                    attribution_url: '/' + post0.slug,
+                    created_at: new Date()
+                }, {context: {internal: true}});
+            }
+        }
+
+        // 7. Add paid conversion events attributed to post[1]
+        // Find a subscription to reference
+        const subscriptions = await models.Base.knex('members_stripe_customers_subscriptions').select('id', 'customer_id').limit(2);
+        if (subscriptions.length > 0) {
+            await models.SubscriptionCreatedEvent.add({
+                member_id: members.models[0].id,
+                subscription_id: subscriptions[0].id,
+                attribution_type: 'post',
+                attribution_id: post1.id,
+                attribution_url: '/' + post1.slug,
+                created_at: new Date()
+            }, {context: {internal: true}});
+        }
+    });
+
+    afterEach(function () {
+        mockManager.restore();
+    });
+
+    describe('Default settings (all features enabled)', function () {
+        it('Exports CSV with full analytics data', async function () {
+            const {text} = await agent.get('posts/export')
+                .expectStatus(200)
+                .matchHeaderSnapshot(matchExportHeaders);
+
+            testCleanedSnapshot(text, csvReplacements);
+        });
+    });
+
+    describe('Settings variations', function () {
+        afterEach(function () {
+            mockManager.restore();
+        });
+
+        it('Hides email columns when members disabled', async function () {
+            mockManager.mockSetting('members_signup_access', 'none');
+
+            const {text} = await agent.get('posts/export')
+                .expectStatus(200)
+                .matchHeaderSnapshot(matchExportHeaders);
+
+            testCleanedSnapshot(text, csvReplacements);
+        });
+
+        it('Hides clicks column when email_track_clicks disabled', async function () {
+            mockManager.mockSetting('email_track_clicks', false);
+
+            const {text} = await agent.get('posts/export')
+                .expectStatus(200)
+                .matchHeaderSnapshot(matchExportHeaders);
+
+            testCleanedSnapshot(text, csvReplacements);
+        });
+
+        it('Hides opens column when email_track_opens disabled', async function () {
+            mockManager.mockSetting('email_track_opens', false);
+
+            const {text} = await agent.get('posts/export')
+                .expectStatus(200)
+                .matchHeaderSnapshot(matchExportHeaders);
+
+            testCleanedSnapshot(text, csvReplacements);
+        });
+
+        it('Hides feedback columns when no newsletter has feedback enabled', async function () {
+            // Disable feedback on all newsletters
+            const newsletters = await models.Newsletter.findAll();
+            const originalFeedbackStates = [];
+            for (const newsletter of newsletters.models) {
+                originalFeedbackStates.push({
+                    id: newsletter.id,
+                    feedback_enabled: newsletter.get('feedback_enabled')
+                });
+                await models.Newsletter.edit({feedback_enabled: false}, {id: newsletter.id});
+            }
+
+            try {
+                const {text} = await agent.get('posts/export')
+                    .expectStatus(200)
+                    .matchHeaderSnapshot(matchExportHeaders);
+
+                testCleanedSnapshot(text, csvReplacements);
+            } finally {
+                // Restore feedback states
+                for (const state of originalFeedbackStates) {
+                    await models.Newsletter.edit({feedback_enabled: state.feedback_enabled}, {id: state.id});
+                }
+            }
+        });
+
+        it('Hides paid_conversions when paid members disabled', async function () {
+            // Disable Stripe by clearing connect keys
+            mockManager.mockSetting('stripe_connect_secret_key', null);
+            mockManager.mockSetting('stripe_connect_publishable_key', null);
+            mockManager.mockSetting('stripe_secret_key', null);
+            mockManager.mockSetting('stripe_publishable_key', null);
+
+            const {text} = await agent.get('posts/export')
+                .expectStatus(200)
+                .matchHeaderSnapshot(matchExportHeaders);
+
+            testCleanedSnapshot(text, csvReplacements);
+        });
+
+        it('Hides signups and paid_conversions when members_track_sources disabled', async function () {
+            mockManager.mockSetting('members_track_sources', false);
+
+            const {text} = await agent.get('posts/export')
+                .expectStatus(200)
+                .matchHeaderSnapshot(matchExportHeaders);
+
+            testCleanedSnapshot(text, csvReplacements);
+        });
+    });
+});