diff --git a/__tests__/lens.test.ts b/__tests__/lens.test.ts
new file mode 100644
index 00000000..1a6533e9
--- /dev/null
+++ b/__tests__/lens.test.ts
@@ -0,0 +1,10 @@
+/* eslint-disable max-len */
+import { formatLensText, Lens } from '@/lens';
+
+const IPHONE_15_PRO_FRONT: Lens = { make: 'Apple', model: 'iPhone 15 Pro front TrueDepth camera 2.69mm f/1.9' };
+
+describe('Lens', () => {
+  it('correctly formats iPhone lenses', () => {
+    expect(formatLensText(IPHONE_15_PRO_FRONT)).toBe('Front Camera');
+  });
+});
diff --git a/src/admin/AdminPhotosTable.tsx b/src/admin/AdminPhotosTable.tsx
index 8aea502a..0c93e850 100644
--- a/src/admin/AdminPhotosTable.tsx
+++ b/src/admin/AdminPhotosTable.tsx
@@ -7,7 +7,6 @@ import PhotoSmall from '@/photo/PhotoSmall';
 import { clsx } from 'clsx/lite';
 import { pathForAdminPhotoEdit, pathForPhoto } from '@/app/paths';
 import Link from 'next/link';
-import { AiOutlineEyeInvisible } from 'react-icons/ai';
 import PhotoDate from '@/photo/PhotoDate';
 import EditButton from './EditButton';
 import { useAppState } from '@/state/AppState';
@@ -15,6 +14,7 @@ import { RevalidatePhoto } from '@/photo/InfinitePhotoScroll';
 import PhotoSyncButton from './PhotoSyncButton';
 import DeletePhotoButton from './DeletePhotoButton';
 import { Timezone } from '@/utility/timezone';
+import IconHidden from '@/components/icons/IconHidden';
 
 export default function AdminPhotosTable({
   photos,
@@ -71,7 +71,7 @@ export default function AdminPhotosTable({
                 {titleForPhoto(photo)}
                 {photo.hidden && <span className="whitespace-nowrap">
                   {' '}
-                  <AiOutlineEyeInvisible
+                  <IconHidden
                     className="inline translate-y-[-0.5px]"
                     size={16}
                   />
diff --git a/src/app/paths.ts b/src/app/paths.ts
index a62a4a37..d4f85a7c 100644
--- a/src/app/paths.ts
+++ b/src/app/paths.ts
@@ -140,13 +140,13 @@ export const pathForTag = (tag: string) =>
   `${PREFIX_TAG}/${tag}`;
 
 export const pathForCamera = ({ make, model }: Camera) =>
-  `${PREFIX_CAMERA}/${parameterize(make, true)}/${parameterize(model, true)}`;
+  `${PREFIX_CAMERA}/${parameterize(make)}/${parameterize(model)}`;
 
 export const pathForFilmSimulation = (simulation: FilmSimulation) =>
   `${PREFIX_FILM_SIMULATION}/${simulation}`;
 
 export const pathForLens = ({ make, model }: Lens) =>
-  `${PREFIX_LENS}/${parameterize(make, true)}/${parameterize(model, true)}`;
+  `${PREFIX_LENS}/${parameterize(make)}/${parameterize(model)}`;
 
 export const pathForFocalLength = (focal: number) =>
   `${PREFIX_FOCAL_LENGTH}/${focal}mm`;
diff --git a/src/camera/index.ts b/src/camera/index.ts
index 288dae73..4377ae33 100644
--- a/src/camera/index.ts
+++ b/src/camera/index.ts
@@ -28,7 +28,7 @@ export type Cameras = CameraWithCount[];
 
 // Support keys for make-only and model-only camera queries
 export const createCameraKey = ({ make, model }: Partial<Camera>) =>
-  parameterize(`${make ?? 'ANY'}-${model ?? 'ANY'}`, true);
+  parameterize(`${make ?? 'ANY'}-${model ?? 'ANY'}`);
 
 export const getCameraFromParams = ({
   make,
@@ -37,8 +37,8 @@ export const getCameraFromParams = ({
   make: string,
   model: string,
 }): Camera => ({
-  make: parameterize(make, true),
-  model: parameterize(model, true),
+  make: parameterize(make),
+  model: parameterize(model),
 });
 
 export const sortCamerasWithCount = (
diff --git a/src/lens/index.ts b/src/lens/index.ts
index 19c17dea..280793ae 100644
--- a/src/lens/index.ts
+++ b/src/lens/index.ts
@@ -28,7 +28,7 @@ export type Lenses = LensWithCount[];
 
 // Support keys for make-only and model-only lens queries
 export const createLensKey = ({ make, model }: Partial<Lens>) =>
-  parameterize(`${make ?? 'ANY'}-${model ?? 'ANY'}`, true);
+  parameterize(`${make ?? 'ANY'}-${model ?? 'ANY'}`);
 
 export const getLensFromParams = ({
   make,
@@ -37,8 +37,8 @@ export const getLensFromParams = ({
   make: string,
   model: string,
 }): Lens => ({
-  make: parameterize(make, true),
-  model: parameterize(model, true),
+  make: parameterize(make),
+  model: parameterize(model),
 });
 
 export const lensFromPhoto = (
@@ -55,13 +55,20 @@ const isLensMakeApple = (make?: string) =>
 export const isLensApple = ({ make }: Lens) =>
   isLensMakeApple(make);
 
+const formatAppleLensText = (model: string) => {
+  if (model.includes('front TrueDepth camera')) {
+    return 'Front Camera';
+  }
+  return model;
+};
+
 export const formatLensText = (
   { make, model: modelRaw }: Lens,
   length:
     'long' |    // Unmodified make and model
     'medium' |  // Make and model, with modifiers removed
     'short'     // Model only
-  = 'medium',
+  = 'short',
 ) => {
   // Capture simple make without modifiers like 'Corporation' or 'Company'
   const makeSimple = make.match(/^(\S+)/)?.[1];
@@ -69,7 +76,11 @@ export const formatLensText = (
     makeSimple &&
     modelRaw.toLocaleLowerCase().startsWith(makeSimple.toLocaleLowerCase())
   );
-  const model = modelRaw;
+
+  const model = isLensMakeApple(make)
+    ? formatAppleLensText(modelRaw)
+    : modelRaw;
+
   switch (length) {
   case 'long':
   case 'medium':
diff --git a/src/photo/db/index.ts b/src/photo/db/index.ts
index 1361fa96..37f20d33 100644
--- a/src/photo/db/index.ts
+++ b/src/photo/db/index.ts
@@ -9,10 +9,11 @@ export const PHOTO_DEFAULT_LIMIT = 100;
 
 // Trim whitespace
 // Make lowercase
-// Replace spaces with dashes
-// Remove periods and commas
-const parameterizeForDb = (text: string) =>
-  `REPLACE(REPLACE(REPLACE(LOWER(TRIM(${text})), '.', ''), ',', ''), ' ', '-')`;
+// Remove commas
+// Replace spaces, slashes with dashes
+const parameterizeForDb = (field: string) =>
+  // eslint-disable-next-line max-len
+  `REPLACE(REPLACE(REPLACE(LOWER(TRIM(${field})), ',', ''), '/', '-'), ' ', '-')`;
 
 export type GetPhotosOptions = {
   sortBy?: 'createdAt' | 'createdAtAsc' | 'takenAt' | 'priority'
@@ -64,6 +65,19 @@ export const getWheresFromOptions = (
     break;
   }
 
+  if (options.lens?.make) {
+    console.log('LENS MODEL QUERY',{
+      db: parameterizeForDb('lens_make'),
+      args: parameterize(options.lens.make),
+    });
+  }
+  if (options.lens?.model) {
+    console.log('LENS MODEL QUERY',{
+      db: parameterizeForDb('lens_model'),
+      args: parameterize(options.lens.model),
+    });
+  }
+
   if (takenBefore) {
     wheres.push(`taken_at < $${valuesIndex++}`);
     wheresValues.push(takenBefore.toISOString());
@@ -87,19 +101,19 @@ export const getWheresFromOptions = (
   }
   if (camera?.make) {
     wheres.push(`${parameterizeForDb('make')}=$${valuesIndex++}`);
-    wheresValues.push(parameterize(camera.make, true));
+    wheresValues.push(parameterize(camera.make));
   }
   if (camera?.model) {
     wheres.push(`${parameterizeForDb('model')}=$${valuesIndex++}`);
-    wheresValues.push(parameterize(camera.model, true));
+    wheresValues.push(parameterize(camera.model));
   }
   if (lens?.make) {
     wheres.push(`${parameterizeForDb('lens_make')}=$${valuesIndex++}`);
-    wheresValues.push(parameterize(lens.make, true));
+    wheresValues.push(parameterize(lens.make));
   }
   if (lens?.model) {
     wheres.push(`${parameterizeForDb('lens_model')}=$${valuesIndex++}`);
-    wheresValues.push(parameterize(lens.model, true));
+    wheresValues.push(parameterize(lens.model));
   }
   if (tag) {
     wheres.push(`$${valuesIndex++}=ANY(tags)`);
diff --git a/src/tag/HiddenTag.tsx b/src/tag/HiddenTag.tsx
index f82619fb..6998faa3 100644
--- a/src/tag/HiddenTag.tsx
+++ b/src/tag/HiddenTag.tsx
@@ -1,9 +1,9 @@
 import { TAG_HIDDEN } from '.';
 import { pathForTag } from '@/app/paths';
+import IconHidden from '@/components/icons/IconHidden';
 import EntityLink, {
   EntityLinkExternalProps,
 } from '@/components/primitives/EntityLink';
-import { AiOutlineEyeInvisible } from 'react-icons/ai';
 
 export default function HiddenTag({
   type,
@@ -20,14 +20,14 @@ export default function HiddenTag({
       label={badged
         ? <span className="inline-flex items-center gap-1">
           {TAG_HIDDEN}
-          <AiOutlineEyeInvisible
+          <IconHidden
             size={13}
             className="translate-y-[-0.5px]"
           />
         </span>
         : TAG_HIDDEN}
       href={pathForTag(TAG_HIDDEN)}
-      icon={!badged && <AiOutlineEyeInvisible size={16} />}
+      icon={!badged && <IconHidden size={16} />}
       type={type}
       className={className}
       hoverEntity={countOnHover}
diff --git a/src/utility/string.ts b/src/utility/string.ts
index f99f459b..80014a96 100644
--- a/src/utility/string.ts
+++ b/src/utility/string.ts
@@ -22,10 +22,10 @@ export const parameterize = (
 ) =>
   string
     .trim()
-    // Replaces spaces, underscores, and dashes with dashes
-    .replaceAll(/[\s_–—]/gi, '-')
+    // Replaces spaces, underscores, slashes,and dashes with dashes
+    .replaceAll(/[\s_–—/]/gi, '-')
     // Removes punctuation
-    .replaceAll(/['"!@#$%^&*()_+=[\]{};:/?,.<>\\|`~]/gi, '')
+    .replaceAll(/['"!@#$%^&*()_+=[\]{};:/?,<>\\|`~]/gi, '')
     // Removes all non-alphanumeric characters
     .replaceAll(
       shouldRemoveNonAlphanumeric