diff --git a/frontend/src/components/tag-input.ts b/frontend/src/components/tag-input.ts
index 64be1e80..7429e8fd 100644
--- a/frontend/src/components/tag-input.ts
+++ b/frontend/src/components/tag-input.ts
@@ -10,6 +10,9 @@ export type Tags = string[];
 export type TagsChangeEvent = CustomEvent<{
   tags: string[];
 }>;
+export type TagInputEvent = CustomEvent<{
+  value: string;
+}>;
 
 /**
  * Usage:
@@ -20,6 +23,7 @@ export type TagsChangeEvent = CustomEvent<{
  * ></btrix-tag-input>
  * ```
  *
+ * @events tag-input
  * @events tags-change
  */
 @localized()
@@ -110,6 +114,9 @@ export class TagInput extends LitElement {
   @property({ type: Array })
   initialTags?: Tags;
 
+  @property({ type: Array })
+  tagOptions: Tags = [];
+
   @property({ type: Boolean })
   disabled = false;
 
@@ -126,9 +133,6 @@ export class TagInput extends LitElement {
   @state()
   private dropdownIsOpen?: boolean;
 
-  @state()
-  private tagOptions: Tags = [];
-
   @query("#input")
   private input?: HTMLInputElement;
 
@@ -300,8 +304,14 @@ export class TagInput extends LitElement {
     this.inputValue = input.value;
     if (input.value.length) {
       this.dropdownIsOpen = true;
-      this.tagOptions = await this.getOptions();
+    } else {
+      this.dropdownIsOpen = false;
     }
+    this.dispatchEvent(
+      <TagInputEvent>new CustomEvent("tag-input", {
+        detail: { value: input.value },
+      })
+    );
   }) as any;
 
   private onKeyup(e: KeyboardEvent) {
@@ -346,10 +356,4 @@ export class TagInput extends LitElement {
       })
     );
   }
-
-  private async getOptions() {
-    // TODO actual API call
-    // https://github.com/webrecorder/browsertrix-cloud/issues/453
-    return [];
-  }
 }
diff --git a/frontend/src/pages/org/crawl-config-editor.ts b/frontend/src/pages/org/crawl-config-editor.ts
index 08ebdaa4..e7fdae48 100644
--- a/frontend/src/pages/org/crawl-config-editor.ts
+++ b/frontend/src/pages/org/crawl-config-editor.ts
@@ -18,6 +18,7 @@ import flow from "lodash/fp/flow";
 import uniq from "lodash/fp/uniq";
 import RegexColorize from "regex-colorize";
 import ISO6391 from "iso-639-1";
+import Fuse from "fuse.js";
 
 import LiteElement, { html } from "../../utils/LiteElement";
 import { regexEscape } from "../../utils/string";
@@ -35,7 +36,11 @@ import type {
   ExclusionChangeEvent,
 } from "../../components/queue-exclusion-table";
 import type { TimeInputChangeEvent } from "../../components/time-input";
-import type { Tags, TagsChangeEvent } from "../../components/tag-input";
+import type {
+  TagInputEvent,
+  Tags,
+  TagsChangeEvent,
+} from "../../components/tag-input";
 import type {
   CrawlConfigParams,
   Profile,
@@ -195,6 +200,9 @@ export class CrawlConfigEditor extends LiteElement {
   @property({ type: Object })
   initialCrawlConfig?: InitialCrawlConfig;
 
+  @state()
+  private tagOptions: string[] = [];
+
   @state()
   private isSubmitting = false;
 
@@ -210,6 +218,12 @@ export class CrawlConfigEditor extends LiteElement {
   @state()
   private serverError?: TemplateResult | string;
 
+  // For fuzzy search:
+  private fuse = new Fuse([], {
+    shouldSort: false,
+    threshold: 0.2, // stricter; default is 0.6
+  });
+
   private get formHasError() {
     return (
       !this.hasRequiredFields() ||
@@ -305,6 +319,9 @@ export class CrawlConfigEditor extends LiteElement {
         }
       }
     }
+    if (changedProperties.get("orgId") && this.orgId) {
+      this.fetchTags();
+    }
   }
 
   async updated(changedProperties: Map<string, any>) {
@@ -332,6 +349,8 @@ export class CrawlConfigEditor extends LiteElement {
         "sl-input, sl-textarea, sl-select, sl-radio-group"
       ) as HTMLElement
     )?.focus();
+
+    this.fetchTags();
   }
 
   private initializeEditor() {
@@ -1317,6 +1336,8 @@ https://example.net`}
         html`
           <btrix-tag-input
             .initialTags=${this.formState.tags}
+            .tagOptions=${this.tagOptions}
+            @tag-input=${this.onTagInput}
             @tags-change=${(e: TagsChangeEvent) =>
               this.updateFormState(
                 {
@@ -1704,6 +1725,28 @@ https://example.net`}
     `;
   }
 
+  private onTagInput = (e: TagInputEvent) => {
+    const { value } = e.detail;
+    if (!value) return;
+    this.tagOptions = this.fuse.search(value).map(({ item }) => item);
+  };
+
+  private async fetchTags() {
+    this.tagOptions = [];
+    try {
+      const tags = await this.apiFetch(
+        `/orgs/${this.orgId}/crawlconfigs/tags`,
+        this.authState!
+      );
+
+      // Update search/filter collection
+      this.fuse.setCollection(tags as any);
+    } catch (e) {
+      // Fail silently, since users can still enter tags
+      console.debug(e);
+    }
+  }
+
   private parseConfig(): NewCrawlConfigParams {
     const config: NewCrawlConfigParams = {
       jobType: this.jobType || "custom",