diff --git a/frontend/package.json b/frontend/package.json
index 476a72d..901a83a 100644
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -20,6 +20,7 @@
     "@radix-ui/react-icons": "^1.3.0",
     "@radix-ui/react-label": "^2.0.2",
     "@radix-ui/react-popover": "^1.0.7",
+    "@radix-ui/react-progress": "^1.0.3",
     "@radix-ui/react-select": "^2.0.0",
     "@radix-ui/react-separator": "^1.0.3",
     "@radix-ui/react-slot": "^1.0.2",
diff --git a/frontend/src/components/settings/AccessCodeSection.tsx b/frontend/src/components/settings/AccessCodeSection.tsx
index 0dada1f..5135307 100644
--- a/frontend/src/components/settings/AccessCodeSection.tsx
+++ b/frontend/src/components/settings/AccessCodeSection.tsx
@@ -1,20 +1,88 @@
+import { useEffect, useState } from "react";
 import { Settings } from "../../types";
+import { Button } from "../ui/button";
 import { Input } from "../ui/input";
 import { Label } from "../ui/label";
+import useThrottle from "../../hooks/useThrottle";
+import { Progress } from "../ui/progress";
+import { PICO_BACKEND_FORM_SECRET } from "../../config";
 
 interface Props {
   settings: Settings;
   setSettings: React.Dispatch<React.SetStateAction<Settings>>;
 }
 
+interface UsageResponse {
+  used_credits: number;
+  total_credits: number;
+  is_valid: boolean;
+}
+
+enum FetchState {
+  EMPTY = "EMPTY",
+  LOADING = "LOADING",
+  INVALID = "INVALID",
+  VALID = "VALID",
+}
+
 function AccessCodeSection({ settings, setSettings }: Props) {
+  const [isLoading, setIsLoading] = useState(false);
+  const [isValid, setIsValid] = useState(false);
+  const [usedCredits, setUsedCredits] = useState(0);
+  const [totalCredits, setTotalCredits] = useState(0);
+  const throttledAccessCode = useThrottle(settings.accessCode || "", 500);
+
+  const fetchState = (() => {
+    if (!settings.accessCode) return FetchState.EMPTY;
+    if (isLoading) return FetchState.LOADING;
+    if (!isValid) return FetchState.INVALID;
+    return FetchState.VALID;
+  })();
+
+  async function fetchUsage(accessCode: string) {
+    const res = await fetch(
+      "https://backend.buildpicoapps.com/screenshot_to_code/get_access_code_usage",
+      {
+        method: "POST",
+        headers: {
+          "Content-Type": "application/json",
+        },
+        body: JSON.stringify({
+          access_code: accessCode,
+          secret: PICO_BACKEND_FORM_SECRET,
+        }),
+      }
+    );
+    const usage = (await res.json()) as UsageResponse;
+
+    if (!usage.is_valid) {
+      setIsValid(false);
+    } else {
+      setIsValid(true);
+      setUsedCredits(usage.used_credits);
+      setTotalCredits(usage.total_credits);
+    }
+
+    setIsLoading(false);
+  }
+
+  useEffect(() => {
+    // Don't do anything if access code is empty
+    if (!throttledAccessCode) return;
+
+    setIsLoading(true);
+    setIsValid(true);
+
+    // Wait for 500 ms before fetching usage
+    setTimeout(async () => {
+      await fetchUsage(throttledAccessCode);
+    }, 500);
+  }, [throttledAccessCode]);
+
   return (
     <div className="flex flex-col space-y-4 bg-slate-200 p-4 rounded dark:text-white dark:bg-slate-800">
       <Label htmlFor="access-code">
         <div>Access Code</div>
-        <div className="font-light mt-1 leading-relaxed">
-          Buy an access code.
-        </div>
       </Label>
 
       <Input
@@ -29,6 +97,44 @@ function AccessCodeSection({ settings, setSettings }: Props) {
           }))
         }
       />
+
+      {fetchState === "EMPTY" && (
+        <div className="flex items-center justify-between">
+          <a href="https://buy.stripe.com/8wM6sre70gBW1nqaEE" target="_blank">
+            <Button size="sm" variant="secondary">
+              Buy credits
+            </Button>
+          </a>
+        </div>
+      )}
+
+      {fetchState === "LOADING" && (
+        <div className="flex items-center justify-between">
+          <span className="text-xs text-gray-700">Loading...</span>
+        </div>
+      )}
+
+      {fetchState === "INVALID" && (
+        <>
+          <div className="flex items-center justify-between">
+            <span className="text-xs text-gray-700">Invalid access code</span>
+          </div>
+        </>
+      )}
+
+      {fetchState === "VALID" && (
+        <>
+          <Progress value={(usedCredits / totalCredits) * 100} />
+          <div className="flex items-center justify-between">
+            <span className="text-xs text-gray-700">
+              {usedCredits} out of {totalCredits} credits used
+            </span>
+            <a href="https://buy.stripe.com/8wM6sre70gBW1nqaEE" target="_blank">
+              <Button size="sm">Add credits</Button>
+            </a>
+          </div>
+        </>
+      )}
     </div>
   );
 }
diff --git a/frontend/src/components/ui/progress.tsx b/frontend/src/components/ui/progress.tsx
new file mode 100644
index 0000000..3fd47ad
--- /dev/null
+++ b/frontend/src/components/ui/progress.tsx
@@ -0,0 +1,26 @@
+import * as React from "react"
+import * as ProgressPrimitive from "@radix-ui/react-progress"
+
+import { cn } from "@/lib/utils"
+
+const Progress = React.forwardRef<
+  React.ElementRef<typeof ProgressPrimitive.Root>,
+  React.ComponentPropsWithoutRef<typeof ProgressPrimitive.Root>
+>(({ className, value, ...props }, ref) => (
+  <ProgressPrimitive.Root
+    ref={ref}
+    className={cn(
+      "relative h-2 w-full overflow-hidden rounded-full bg-primary/20",
+      className
+    )}
+    {...props}
+  >
+    <ProgressPrimitive.Indicator
+      className="h-full w-full flex-1 bg-primary transition-all"
+      style={{ transform: `translateX(-${100 - (value || 0)}%)` }}
+    />
+  </ProgressPrimitive.Root>
+))
+Progress.displayName = ProgressPrimitive.Root.displayName
+
+export { Progress }
diff --git a/frontend/yarn.lock b/frontend/yarn.lock
index 16ffdbe..d2a33d1 100644
--- a/frontend/yarn.lock
+++ b/frontend/yarn.lock
@@ -869,6 +869,15 @@
     "@babel/runtime" "^7.13.10"
     "@radix-ui/react-slot" "1.0.2"
 
+"@radix-ui/react-progress@^1.0.3":
+  version "1.0.3"
+  resolved "https://registry.yarnpkg.com/@radix-ui/react-progress/-/react-progress-1.0.3.tgz#8380272fdc64f15cbf263a294dea70a7d5d9b4fa"
+  integrity sha512-5G6Om/tYSxjSeEdrb1VfKkfZfn/1IlPWd731h2RfPuSbIfNUgfqAwbKfJCg/PP6nuUCTrYzalwHSpSinoWoCag==
+  dependencies:
+    "@babel/runtime" "^7.13.10"
+    "@radix-ui/react-context" "1.0.1"
+    "@radix-ui/react-primitive" "1.0.3"
+
 "@radix-ui/react-roving-focus@1.0.4":
   version "1.0.4"
   resolved "https://registry.yarnpkg.com/@radix-ui/react-roving-focus/-/react-roving-focus-1.0.4.tgz#e90c4a6a5f6ac09d3b8c1f5b5e81aab2f0db1974"