diff --git a/packages/apm/package.json b/packages/apm/package.json
index c14868ff36f5..ab0b7559d10a 100644
--- a/packages/apm/package.json
+++ b/packages/apm/package.json
@@ -21,7 +21,8 @@
     "@sentry/minimal": "5.16.1",
     "@sentry/types": "5.16.1",
     "@sentry/utils": "5.16.1",
-    "tslib": "^1.9.3"
+    "tslib": "^1.9.3",
+    "web-vitals": "^0.2.2"
   },
   "devDependencies": {
     "@types/express": "^4.17.1",
diff --git a/packages/apm/src/integrations/tracing.ts b/packages/apm/src/integrations/tracing.ts
index 72a19de83d55..4b323266a842 100644
--- a/packages/apm/src/integrations/tracing.ts
+++ b/packages/apm/src/integrations/tracing.ts
@@ -10,6 +10,8 @@ import {
   timestampWithMs,
 } from '@sentry/utils';
 
+import { getCLS, getFID, getLCP, getFCP, getTTFB } from 'web-vitals';
+
 import { Span as SpanClass } from '../span';
 import { SpanStatus } from '../spanstatus';
 import { Transaction } from '../transaction';
@@ -155,6 +157,9 @@ export class Tracing implements Integration {
 
   private static _heartbeatCounter: number = 0;
 
+  /** Holds Web Vitals metrics. */
+  private static _web_vitals: { [key: string]: { [key: string]: any } } = {};
+
   /**
    * Constructor for Tracing
    *
@@ -163,6 +168,40 @@ export class Tracing implements Integration {
   public constructor(_options?: Partial<TracingOptions>) {
     if (global.performance) {
       global.performance.mark('sentry-tracing-init');
+
+      // Core Web Vitals
+      getCLS(({ name, entries, value }) => {
+        Tracing._web_vitals[name] = {
+          value,
+        };
+      });
+      getFID(({ name, entries, value }) => {
+        Tracing._web_vitals[name] = {
+          value,
+        };
+      });
+      getLCP(({ name, entries, value }) => {
+        const lastEntry = entries[entries.length - 1];
+        Tracing._web_vitals[name] = {
+          // @ts-ignore
+          ...(lastEntry.id && { elementId: lastEntry.id }),
+          // @ts-ignore
+          ...(lastEntry.size && { elementSize: lastEntry.size }),
+          value,
+        };
+      }, true /* reportAllChanges, necessary to be able to send the last seen LCP before the pageload transaction is sent */);
+
+      // Other Web Vitals
+      getFCP(({ name, entries, value }) => {
+        Tracing._web_vitals[name] = {
+          value,
+        };
+      });
+      getTTFB(({ name, entries, value }) => {
+        Tracing._web_vitals[name] = {
+          value,
+        };
+      });
     }
     const defaults = {
       debug: {
@@ -447,7 +486,7 @@ export class Tracing implements Integration {
   }
 
   /**
-   * Finshes the current active transaction
+   * Finishes the current active transaction
    */
   public static finishIdleTransaction(endTimestamp: number): void {
     const active = Tracing._activeTransaction;
@@ -505,6 +544,16 @@ export class Tracing implements Integration {
 
     Tracing._log('[Tracing] Adding & adjusting spans using Performance API');
 
+    // FIXME: depending on the 'op' directly is brittle.
+    if (transactionSpan.op === 'pageload') {
+      if (Tracing._web_vitals) {
+        // Add the last observed Web Vitals metrics to the transaction. Note
+        // that some of the metrics may not yet be final, but we at the moment
+        // do not wait for them to become final.
+        transactionSpan.setData('_sentry_web_vitals', Tracing._web_vitals);
+      }
+    }
+
     const timeOrigin = Tracing._msToSec(performance.timeOrigin);
 
     // tslint:disable-next-line: completed-docs
diff --git a/yarn.lock b/yarn.lock
index abf8e70b088b..64b1dfe0afb8 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -1690,11 +1690,32 @@ after@0.8.2:
   version "0.8.2"
   resolved "https://registry.yarnpkg.com/after/-/after-0.8.2.tgz#fedb394f9f0e02aa9768e702bda23b505fae7e1f"
 
-agent-base@4, agent-base@5, agent-base@6, agent-base@^4.3.0, agent-base@~4.2.0:
+agent-base@4, agent-base@^4.3.0:
+  version "4.3.0"
+  resolved "https://registry.yarnpkg.com/agent-base/-/agent-base-4.3.0.tgz#8165f01c436009bccad0b1d122f05ed770efc6ee"
+  integrity sha512-salcGninV0nPrwpGNn4VTXBb1SOuXQBiqbrNXoeizJsHrsL6ERFM2Ne3JUSBWRE6aeNJI2ROP/WEEIDUiDe3cg==
+  dependencies:
+    es6-promisify "^5.0.0"
+
+agent-base@5:
   version "5.1.1"
   resolved "https://registry.yarnpkg.com/agent-base/-/agent-base-5.1.1.tgz#e8fb3f242959db44d63be665db7a8e739537a32c"
   integrity sha512-TMeqbNl2fMW0nMjTEPOwe3J/PRFP4vqeoNuQMG0HlMrtm5QxKqdvAkZ1pRBQ/ulIyDD5Yq0nJ7YbdD8ey0TO3g==
 
+agent-base@6:
+  version "6.0.0"
+  resolved "https://registry.yarnpkg.com/agent-base/-/agent-base-6.0.0.tgz#5d0101f19bbfaed39980b22ae866de153b93f09a"
+  integrity sha512-j1Q7cSCqN+AwrmDd+pzgqc0/NpC655x2bUf5ZjRIO77DcNBFmh+OgRNzF6OKdCC9RSCb19fGd99+bhXFdkRNqw==
+  dependencies:
+    debug "4"
+
+agent-base@~4.2.0:
+  version "4.2.1"
+  resolved "https://registry.yarnpkg.com/agent-base/-/agent-base-4.2.1.tgz#d89e5999f797875674c07d87f260fc41e83e8ca9"
+  integrity sha512-JVwXMr9nHYTUXsBFKUqhJwvlcYU/blreOEUkhNR2eXZIvwd+c+o5V4MgDPKWnMS/56awN3TRzIP+KoPn+roQtg==
+  dependencies:
+    es6-promisify "^5.0.0"
+
 agentkeepalive@^3.4.1:
   version "3.5.2"
   resolved "https://registry.yarnpkg.com/agentkeepalive/-/agentkeepalive-3.5.2.tgz#a113924dd3fa24a0bc3b78108c450c2abee00f67"
@@ -4361,6 +4382,18 @@ es-to-primitive@^1.1.1, es-to-primitive@^1.2.0:
     is-date-object "^1.0.1"
     is-symbol "^1.0.2"
 
+es6-promise@^4.0.3:
+  version "4.2.8"
+  resolved "https://registry.yarnpkg.com/es6-promise/-/es6-promise-4.2.8.tgz#4eb21594c972bc40553d276e510539143db53e0a"
+  integrity sha512-HJDGx5daxeIvxdBxvG2cb9g4tEvwIk3i8+nhX0yGrYmZUzbkdg8QbDevheDB8gd0//uPj4c1EQua8Q+MViT0/w==
+
+es6-promisify@^5.0.0:
+  version "5.0.0"
+  resolved "https://registry.yarnpkg.com/es6-promisify/-/es6-promisify-5.0.0.tgz#5109d62f3e56ea967c4b63505aef08291c8a5203"
+  integrity sha1-UQnWLz5W6pZ8S2NQWu8IKRyKUgM=
+  dependencies:
+    es6-promise "^4.0.3"
+
 escape-html@~1.0.3:
   version "1.0.3"
   resolved "https://registry.yarnpkg.com/escape-html/-/escape-html-1.0.3.tgz#0258eae4d3d0c0974de1c169188ef0051d1d1988"
@@ -11367,6 +11400,11 @@ wcwidth@^1.0.0, wcwidth@^1.0.1:
   dependencies:
     defaults "^1.0.3"
 
+web-vitals@^0.2.2:
+  version "0.2.2"
+  resolved "https://registry.yarnpkg.com/web-vitals/-/web-vitals-0.2.2.tgz#365d361590bf1a707c484d1196bd3c69e65523e0"
+  integrity sha512-6xR6kxa70XXnSHV4sZMDXKPvcrUfl2xaNUN1ENedcDbvcinzlWgaDD5Hn5mAnfHfKZVlSHe2/XCXKweuRnfWqw==
+
 webidl-conversions@^4.0.2:
   version "4.0.2"
   resolved "https://registry.yarnpkg.com/webidl-conversions/-/webidl-conversions-4.0.2.tgz#a855980b1f0b6b359ba1d5d9fb39ae941faa63ad"