diff --git a/app/(application-record)/application-record/page.tsx b/app/(application-record)/application-record/page.tsx
index 7cfa20a..dbcd37f 100644
--- a/app/(application-record)/application-record/page.tsx
+++ b/app/(application-record)/application-record/page.tsx
@@ -3,9 +3,11 @@ import { redirect } from "next/navigation";
 import { getUser } from "@/lib/session";
 import { getUserApplications } from "@/db/queries";
 import { computeStats } from "@/lib/applications";
+import { buildSuggestions } from "@/lib/suggestions";
 import { StatsRow } from "@/components/dashboard/stats-row";
 import { ApplicationsView } from "@/components/applications/applications-view";
 import { NewApplicationButton } from "@/components/applications/application-dialog";
+import { SuggestionsProvider } from "@/components/applications/suggestions-provider";
 import { Chatbot } from "@/components/ai-chatbot/chatbot";
 
 export const metadata: Metadata = {
@@ -21,19 +23,21 @@ export default async function ApplicationRecord() {
   const applications = await getUserApplications(user.id);
 
   return (
-    <div className="flex flex-col gap-8">
-      <div className="flex flex-wrap items-end justify-between gap-4">
-        <div className="flex flex-col gap-1">
-          <h1 className="text-2xl font-semibold tracking-tight">Applications</h1>
-          <p className="text-sm text-muted-foreground">
-            Everything you have applied to, in one place.
-          </p>
+    <SuggestionsProvider suggestions={buildSuggestions(applications)}>
+      <div className="flex flex-col gap-8">
+        <div className="flex flex-wrap items-end justify-between gap-4">
+          <div className="flex flex-col gap-1">
+            <h1 className="text-2xl font-semibold tracking-tight">Applications</h1>
+            <p className="text-sm text-muted-foreground">
+              Everything you have applied to, in one place.
+            </p>
+          </div>
+          <NewApplicationButton />
         </div>
-        <NewApplicationButton />
+        <StatsRow stats={computeStats(applications)} />
+        <ApplicationsView applications={applications} />
+        <Chatbot />
       </div>
-      <StatsRow stats={computeStats(applications)} />
-      <ApplicationsView applications={applications} />
-      <Chatbot />
-    </div>
+    </SuggestionsProvider>
   );
 }
diff --git a/components/applications/application-form.tsx b/components/applications/application-form.tsx
index 00abcca..db2a877 100644
--- a/components/applications/application-form.tsx
+++ b/components/applications/application-form.tsx
@@ -31,6 +31,8 @@ import {
   SelectValue,
 } from "@/components/ui/select";
 import { DateField } from "./date-field";
+import { SuggestInput } from "./suggest-input";
+import { useSuggestions } from "./suggestions-provider";
 import { statusClasses } from "./status-badge";
 import { cn } from "@/lib/utils";
 
@@ -44,6 +46,7 @@ export function ApplicationForm({
   onDone: () => void;
 }) {
   const [pending, startTransition] = useTransition();
+  const suggestions = useSuggestions();
   const form = useForm<ApplicationInput>({
     resolver: zodResolver(applicationSchema),
     defaultValues: toFormValues(application),
@@ -72,41 +75,72 @@ export function ApplicationForm({
   return (
     <form onSubmit={submit} className="flex flex-col gap-6">
       <FieldGroup>
-        <Field data-invalid={errors.role ? true : undefined}>
-          <FieldLabel htmlFor="role">Role</FieldLabel>
-          <Input
-            id="role"
-            placeholder="Software Engineer"
-            aria-invalid={errors.role ? true : undefined}
-            autoComplete="off"
-            {...register("role")}
-          />
-          <FieldError>{errors.role?.message}</FieldError>
-        </Field>
+        <Controller
+          control={control}
+          name="role"
+          render={({ field, fieldState }) => (
+            <Field data-invalid={fieldState.invalid || undefined}>
+              <FieldLabel htmlFor="role">Role</FieldLabel>
+              <SuggestInput
+                id="role"
+                name={field.name}
+                ref={field.ref}
+                value={field.value}
+                onChange={field.onChange}
+                onBlur={field.onBlur}
+                items={suggestions.roles}
+                placeholder="Software Engineer"
+                invalid={fieldState.invalid}
+              />
+              <FieldError>{fieldState.error?.message}</FieldError>
+            </Field>
+          )}
+        />
 
-        <Field data-invalid={errors.company_name ? true : undefined}>
-          <FieldLabel htmlFor="company_name">Company</FieldLabel>
-          <Input
-            id="company_name"
-            placeholder="Acme"
-            aria-invalid={errors.company_name ? true : undefined}
-            autoComplete="organization"
-            {...register("company_name")}
-          />
-          <FieldError>{errors.company_name?.message}</FieldError>
-        </Field>
+        <Controller
+          control={control}
+          name="company_name"
+          render={({ field, fieldState }) => (
+            <Field data-invalid={fieldState.invalid || undefined}>
+              <FieldLabel htmlFor="company_name">Company</FieldLabel>
+              <SuggestInput
+                id="company_name"
+                name={field.name}
+                ref={field.ref}
+                value={field.value}
+                onChange={field.onChange}
+                onBlur={field.onBlur}
+                items={suggestions.companies}
+                placeholder="Acme"
+                invalid={fieldState.invalid}
+              />
+              <FieldError>{fieldState.error?.message}</FieldError>
+            </Field>
+          )}
+        />
 
         <div className="grid gap-6 sm:grid-cols-2">
-          <Field data-invalid={errors.location ? true : undefined}>
-            <FieldLabel htmlFor="location">Location</FieldLabel>
-            <Input
-              id="location"
-              placeholder="Remote, NYC"
-              aria-invalid={errors.location ? true : undefined}
-              {...register("location")}
-            />
-            <FieldError>{errors.location?.message}</FieldError>
-          </Field>
+          <Controller
+            control={control}
+            name="location"
+            render={({ field, fieldState }) => (
+              <Field data-invalid={fieldState.invalid || undefined}>
+                <FieldLabel htmlFor="location">Location</FieldLabel>
+                <SuggestInput
+                  id="location"
+                  name={field.name}
+                  ref={field.ref}
+                  value={field.value}
+                  onChange={field.onChange}
+                  onBlur={field.onBlur}
+                  items={suggestions.locations}
+                  placeholder="Remote, NYC"
+                  invalid={fieldState.invalid}
+                />
+                <FieldError>{fieldState.error?.message}</FieldError>
+              </Field>
+            )}
+          />
 
           <Controller
             control={control}
diff --git a/components/applications/suggest-input.tsx b/components/applications/suggest-input.tsx
new file mode 100644
index 0000000..96eab79
--- /dev/null
+++ b/components/applications/suggest-input.tsx
@@ -0,0 +1,67 @@
+"use client";
+
+import type { Ref } from "react";
+import {
+  Autocomplete,
+  AutocompleteContent,
+  AutocompleteInput,
+  AutocompleteItem,
+  AutocompleteList,
+} from "@/components/ui/autocomplete";
+
+const LIMIT = 8;
+
+/**
+ * Free-text input with a suggestion list. The user can type any value, or
+ * pick a match with the pointer or arrow keys + Enter.
+ */
+export function SuggestInput({
+  id,
+  name,
+  value,
+  onChange,
+  onBlur,
+  items,
+  placeholder,
+  invalid,
+  ref,
+}: {
+  id: string;
+  name: string;
+  value: string;
+  onChange: (value: string) => void;
+  onBlur?: () => void;
+  items: readonly string[];
+  placeholder?: string;
+  invalid?: boolean;
+  ref?: Ref<HTMLInputElement>;
+}) {
+  return (
+    <Autocomplete
+      items={items}
+      value={value}
+      onValueChange={onChange}
+      limit={LIMIT}
+      openOnInputClick
+    >
+      <AutocompleteInput
+        ref={ref}
+        id={id}
+        name={name}
+        placeholder={placeholder}
+        aria-invalid={invalid || undefined}
+        autoComplete="off"
+        onBlur={onBlur}
+      />
+      <AutocompleteContent>
+        <AutocompleteList>
+          {(item: string) => (
+            <AutocompleteItem key={item} value={item}>
+              {item}
+            </AutocompleteItem>
+          )}
+        </AutocompleteList>
+      </AutocompleteContent>
+    </Autocomplete>
+  );
+}
diff --git a/components/applications/suggestions-provider.tsx b/components/applications/suggestions-provider.tsx
new file mode 100644
index 0000000..7f9dabf
--- /dev/null
+++ b/components/applications/suggestions-provider.tsx
@@ -0,0 +1,24 @@
+"use client";
+
+import { createContext, useContext } from "react";
+import { DEFAULT_SUGGESTIONS, type Suggestions } from "@/lib/suggestions";
+
+const SuggestionsContext = createContext<Suggestions>(DEFAULT_SUGGESTIONS);
+
+/**
+ * Makes the user's past entries available to the application form no matter
+ * where the dialog is opened from (page header, row actions, cards).
+ */
+export function SuggestionsProvider({
+  suggestions,
+  children,
+}: {
+  suggestions: Suggestions;
+  children: React.ReactNode;
+}) {
+  return <SuggestionsContext.Provider value={suggestions}>{children}</SuggestionsContext.Provider>;
+}
+
+export function useSuggestions() {
+  return useContext(SuggestionsContext);
+}
diff --git a/components/ui/autocomplete.tsx b/components/ui/autocomplete.tsx
new file mode 100644
index 0000000..111400b
--- /dev/null
+++ b/components/ui/autocomplete.tsx
@@ -0,0 +1,119 @@
+"use client";
+
+import * as React from "react";
+import { Autocomplete as AutocompletePrimitive } from "@base-ui/react/autocomplete";
+
+import { cn } from "@/lib/utils";
+
+const Autocomplete = AutocompletePrimitive.Root;
+
+function AutocompleteInput({ className, ...props }: AutocompletePrimitive.Input.Props) {
+  return (
+    <AutocompletePrimitive.Input
+      data-slot="autocomplete-input"
+      className={cn(
+        "h-8 w-full min-w-0 rounded-2xl border border-transparent bg-input/50 px-2.5 py-1 text-base transition-[color,box-shadow] duration-200 outline-none placeholder:text-muted-foreground focus-visible:border-ring focus-visible:ring-3 focus-visible:ring-ring/30 disabled:pointer-events-none disabled:cursor-not-allowed disabled:opacity-50 aria-invalid:border-destructive aria-invalid:ring-3 aria-invalid:ring-destructive/20 md:text-sm dark:aria-invalid:border-destructive/50 dark:aria-invalid:ring-destructive/40",
+        className,
+      )}
+      {...props}
+    />
+  );
+}
+
+function AutocompleteContent({
+  className,
+  children,
+  side = "bottom",
+  sideOffset = 4,
+  align = "start",
+  alignOffset = 0,
+  ...props
+}: AutocompletePrimitive.Popup.Props &
+  Pick<AutocompletePrimitive.Positioner.Props, "align" | "alignOffset" | "side" | "sideOffset">) {
+  return (
+    <AutocompletePrimitive.Portal>
+      <AutocompletePrimitive.Positioner
+        side={side}
+        sideOffset={sideOffset}
+        align={align}
+        alignOffset={alignOffset}
+        className="isolate z-50 data-empty:hidden"
+      >
+        <AutocompletePrimitive.Popup
+          data-slot="autocomplete-content"
+          className={cn(
+            "relative isolate z-50 max-h-[min(20rem,var(--available-height))] w-(--anchor-width) min-w-36 origin-(--transform-origin) overflow-x-hidden overflow-y-auto rounded-2xl bg-popover text-popover-foreground shadow-lg ring-1 ring-foreground/5 duration-100 data-[side=bottom]:slide-in-from-top-2 data-[side=top]:slide-in-from-bottom-2 dark:ring-foreground/10 data-open:animate-in data-open:fade-in-0 data-open:zoom-in-95 data-closed:animate-out data-closed:fade-out-0 data-closed:zoom-out-95",
+            className,
+          )}
+          {...props}
+        >
+          {children}
+        </AutocompletePrimitive.Popup>
+      </AutocompletePrimitive.Positioner>
+    </AutocompletePrimitive.Portal>
+  );
+}
+
+function AutocompleteList({ className, ...props }: AutocompletePrimitive.List.Props) {
+  return (
+    <AutocompletePrimitive.List
+      data-slot="autocomplete-list"
+      className={cn("scroll-my-1.5 p-1", className)}
+      {...props}
+    />
+  );
+}
+
+function AutocompleteItem({ className, ...props }: AutocompletePrimitive.Item.Props) {
+  return (
+    <AutocompletePrimitive.Item
+      data-slot="autocomplete-item"
+      className={cn(
+        "relative flex min-h-7 w-full cursor-default items-center gap-2 rounded-xl px-2 py-1.5 text-sm outline-hidden select-none data-highlighted:bg-accent data-highlighted:text-accent-foreground data-disabled:pointer-events-none data-disabled:opacity-50 [&_svg]:pointer-events-none [&_svg]:shrink-0 [&_svg:not([class*='size-'])]:size-4",
+        className,
+      )}
+      {...props}
+    />
+  );
+}
+
+function AutocompleteEmpty({ className, ...props }: AutocompletePrimitive.Empty.Props) {
+  return (
+    <AutocompletePrimitive.Empty
+      data-slot="autocomplete-empty"
+      className={cn("px-3 py-2 text-sm text-muted-foreground empty:m-0 empty:p-0", className)}
+      {...props}
+    />
+  );
+}
+
+function AutocompleteGroup({ className, ...props }: AutocompletePrimitive.Group.Props) {
+  return (
+    <AutocompletePrimitive.Group
+      data-slot="autocomplete-group"
+      className={cn("scroll-my-1.5", className)}
+      {...props}
+    />
+  );
+}
+
+function AutocompleteGroupLabel({ className, ...props }: AutocompletePrimitive.GroupLabel.Props) {
+  return (
+    <AutocompletePrimitive.GroupLabel
+      data-slot="autocomplete-group-label"
+      className={cn("px-2 py-1 text-xs text-muted-foreground", className)}
+      {...props}
+    />
+  );
+}
+
+export {
+  Autocomplete,
+  AutocompleteContent,
+  AutocompleteEmpty,
+  AutocompleteGroup,
+  AutocompleteGroupLabel,
+  AutocompleteInput,
+  AutocompleteItem,
+  AutocompleteList,
+};
diff --git a/lib/suggestions.ts b/lib/suggestions.ts
new file mode 100644
index 0000000..add3860
--- /dev/null
+++ b/lib/suggestions.ts
@@ -0,0 +1,118 @@
+import type { Application } from "@/lib/applications";
+
+/** Starter values shown before a user has any history of their own. */
+export const ROLE_SUGGESTIONS = [
+  "Software Engineer",
+  "Senior Software Engineer",
+  "Staff Software Engineer",
+  "Frontend Engineer",
+  "Backend Engineer",
+  "Full Stack Engineer",
+  "Mobile Engineer",
+  "iOS Engineer",
+  "Android Engineer",
+  "DevOps Engineer",
+  "Site Reliability Engineer",
+  "Platform Engineer",
+  "Security Engineer",
+  "QA Engineer",
+  "Data Engineer",
+  "Data Scientist",
+  "Data Analyst",
+  "Machine Learning Engineer",
+  "AI Engineer",
+  "Engineering Manager",
+  "Product Manager",
+  "Project Manager",
+  "Product Designer",
+  "UX Designer",
+  "UI Designer",
+  "Technical Writer",
+  "Solutions Engineer",
+  "Sales Engineer",
+  "Customer Success Manager",
+  "Business Analyst",
+  "Software Engineering Intern",
+  "Junior Software Engineer",
+] as const;
+
+export const LOCATION_SUGGESTIONS = [
+  "Remote",
+  "Hybrid",
+  "Remote (US)",
+  "New York, NY",
+  "San Francisco, CA",
+  "San Jose, CA",
+  "Los Angeles, CA",
+  "San Diego, CA",
+  "Seattle, WA",
+  "Austin, TX",
+  "Dallas, TX",
+  "Houston, TX",
+  "Chicago, IL",
+  "Boston, MA",
+  "Denver, CO",
+  "Atlanta, GA",
+  "Miami, FL",
+  "Washington, DC",
+  "Philadelphia, PA",
+  "Phoenix, AZ",
+  "Portland, OR",
+  "Salt Lake City, UT",
+  "Raleigh, NC",
+  "Charlotte, NC",
+  "Minneapolis, MN",
+  "Detroit, MI",
+  "Toronto, ON",
+  "Vancouver, BC",
+  "London, UK",
+  "Berlin, Germany",
+  "Amsterdam, Netherlands",
+  "Dublin, Ireland",
+  "Bangalore, India",
+  "Singapore",
+  "Sydney, Australia",
+] as const;
+
+export type Suggestions = {
+  roles: string[];
+  companies: string[];
+  locations: string[];
+};
+
+export const DEFAULT_SUGGESTIONS: Suggestions = {
+  roles: [...ROLE_SUGGESTIONS],
+  companies: [],
+  locations: [...LOCATION_SUGGESTIONS],
+};
+
+/**
+ * Dedupes case-insensitively and keeps the first spelling seen, so values
+ * the user already typed win over the starter list.
+ */
+function unique(values: readonly string[]) {
+  const seen = new Set<string>();
+  const out: string[] = [];
+  for (const raw of values) {
+    const value = raw.trim();
+    if (!value) continue;
+    const key = value.toLowerCase();
+    if (seen.has(key)) continue;
+    seen.add(key);
+    out.push(value);
+  }
+  return out;
+}
+
+/**
+ * Builds the suggestion lists for the application form. `applications` is
+ * expected newest first, so the user's most recent entries sort to the top,
+ * followed by the starter values.
+ */
+export function buildSuggestions(applications: readonly Application[]): Suggestions {
+  return {
+    roles: unique([...applications.map((a) => a.role), ...ROLE_SUGGESTIONS]),
+    companies: unique(applications.map((a) => a.company_name)),
+    locations: unique([...applications.map((a) => a.location), ...LOCATION_SUGGESTIONS]),
+  };
+}