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REVIEW A PROFILE TEMPLATE

Review a TikTok profile

Return a direct review of the account’s thumbnails, topics, and posting patterns.

RUNS INYour browser works best
SETUP2 details to add
WHAT YOU GET03 PARTS
  1. 01Video topics and formats
  2. 02Thumbnail and posting patterns
  3. 03Specific changes to make next
EXAMPLE INPUT@company

SET UP YOUR RUN

Add the details. Check the result. Run it.

No code needed.
01

Tell rtrvr what to use

Required details are marked. The example text shows the expected format.

02

Choose where it runs

Cloud uses a fresh managed browser. The extension uses the sites you are already signed into.

Your browser works best. Your signed-in account may return more complete results.

Choose a browser

Pick a browser where the rtrvr extension is online.

Get the extension
Finish setup in your browser
  1. Install the extension
  2. Sign in to rtrvr
  3. Come back and choose the browser
ONE MORE STEP

Add the required details to continue.

WHAT HAPPENS NEXT

From setup to finished result.

  1. 01

    rtrvr opens the right sites. It uses Cloud or the signed-in browser you chose.

  2. 02

    The browser does the job. You can follow the run and step in if a site asks for help.

  3. 03

    You get the result. The output above is the shape to expect.

ADVANCEDRequest JSONOptional

Exact request sent to the run panel.

REQUEST.JSON
{
  "source": "retrieve",
  "template": {
    "id": "tiktok_personality",
    "slug": "tiktok-brain-scan",
    "name": "TikTok Brain Scan",
    "categoryId": "ROAST_VIBE"
  },
  "inputs": {
    "target": "",
    "videoCount": 15,
    "normalizedTarget": {
      "raw": ""
    }
  },
  "agentHint": "You are analyzing a TikTok profile with visual thumbnail analysis. Adapt to the UI.\n\n**TASK CONFIGURATION:**\n- Target: \n- Videos to Analyze: 15\n\n---\n\n## STEP 1: NAVIGATE TO PROFILE\n\n1. Parse target - extract username\n2. Navigate to tiktok.com/@[username]\n3. Wait for profile to fully load\n4. **Check accessibility:**\n   - Profile exists? If not, report error\n   - Private account? Report limitation\n   - Videos visible? Proceed if yes\n\n---\n\n## STEP 2: EXTRACT PROFILE METADATA\n\n### Bio & Identity\n- Display name\n- Username\n- Bio text\n- Links (Linktree, etc.)\n- Verified status\n- Category/creator type label\n\n### Metrics\n- Follower count\n- Following count\n- Total likes\n- Video count\n\n### Profile Picture\n- Describe the profile picture\n- Style and vibe\n\n---\n\n## STEP 3: EXTRACT VIDEOS WITH THUMBNAILS\n\n**Extract 15 videos. For each capture:**\n\n1. **Thumbnail image URL** - the video preview/cover image\n2. **Video title/caption** - if visible\n3. **View count** - engagement indicator\n4. **Likes/comments** - if visible on hover\n5. **Duration** - video length\n6. **Sound/audio name** - if visible\n7. **Pinned status** - is this pinned?\n\n**Store structured:**\n```\nvideos: [\n  {\n    thumbnailUrl: \"url\",\n    caption: \"text\",\n    views: X,\n    likes: Y,\n    duration: \"0:15\",\n    sound: \"sound name if visible\",\n    isPinned: false\n  }\n]\n```\n\n---\n\n## STEP 4: ANALYZE EACH THUMBNAIL (CRITICAL)\n\n**For each video thumbnail, generate detailed visual analysis:**\n\n### Describe:\n- **Scene/setting**: Where is this filmed? (bedroom, outdoor, studio, car, etc.)\n- **Person presence**: Face visible? Full body? Hands only? No person?\n- **Expression/pose**: If person visible - expression, energy, pose\n- **Text overlays**: Any text on thumbnail, what does it say?\n- **Visual hooks**: What makes this clickable? Curiosity gap?\n- **Lighting/quality**: Ring light, natural, low quality, professional\n- **Editing indicators**: Heavy effects visible in thumbnail?\n- **Format type**: Talking head, skit, dance, tutorial, reaction, duet, stitch\n- **Aesthetic**: Chaotic, polished, raw, curated\n- **Trend indicators**: Recognizable trend formats or templates\n\n### Pattern recognition across thumbnails:\n- Consistent visual style or random?\n- Face-forward thumbnails vs. not\n- Text-heavy vs. visual-only\n- Signature elements that repeat\n\n---\n\n## STEP 5: ANALYZE CONTENT PATTERNS\n\n### Video Format Mix\nBased on thumbnails, categorize:\n- Talking head %\n- Skits/comedy %\n- Dance/performance %\n- Tutorial/educational %\n- Reactions/duets %\n- Lifestyle/vlog %\n- Trend participation %\n\n### Visual Consistency\n- Same filming location recurring?\n- Consistent lighting setup?\n- Similar editing style?\n- Recognizable \"brand\" elements?\n\n### Thumbnail Strategy\n- Are thumbnails optimized for clicks?\n- Text overlay patterns\n- Expression patterns\n- Hook strategies visible\n\n---\n\n## STEP 6: AUDIO/TREND ANALYSIS\n\n**From visible sound names:**\n- Original sounds vs. trending sounds\n- Music genres favored\n- Trend participation rate\n- Sound originality score\n\n---\n\n## STEP 7: ENGAGEMENT PATTERN ANALYSIS\n\n**From view/like counts:**\n- Average performance\n- Viral hits (outliers)\n- Consistent performers\n- What visually differs in top performers?\n\n---\n\n## STEP 8: GENERATE BRAIN SCAN\n\n### 1. CREATOR ARCHETYPE\nBased on visual analysis, classify:\n- Examples: \"Reply Guy Energy\", \"Main Character\", \"Unhinged But Lovable\", \"Corporate TikTok Escapee\", \"Dance Trend Devotee\", \"Chaos Goblin\", \"Tutorial Queen\", \"Thirst Trap Artist\", \"Storytimer\", \"POV Actor\"\n- Must be based on ACTUAL visual patterns\n\n### 2. CONTENT FORMULA\n- What's their visual schtick?\n- Recurring thumbnail elements\n- Signature style markers\n\n### 3. TREND-CHASING SCORE (0-100)\nBased on visual analysis:\n- Original content indicators vs. trend templates\n- Format originality\n- Sound choices\n\n### 4. VISUAL STYLE ASSESSMENT\n- Filming quality and setup\n- Editing intensity\n- Thumbnail optimization level\n- Production value spectrum\n\n### 5. THUMBNAIL GAME RATING\n- How clickable are their covers?\n- Text overlay effectiveness\n- Expression optimization\n- Curiosity gap usage\n\n### 6. THE ALGORITHM KNOWS\nBased on visual patterns, predict:\n- What TikTok's algorithm thinks about them\n- Content categorization\n- Audience demographic guess\n\n### 7. VIRAL POTENTIAL ASSESSMENT\n- What visual elements are working\n- What's holding them back\n- Specific thumbnail/visual improvements\n\n---\n\n## STEP 9: REPORT RESULTS\n\n```json\n{\n  \"target\": \"\",\n  \"username\": \"\",\n  \"profileMetrics\": {\n    \"followers\": <number>,\n    \"following\": <number>,\n    \"totalLikes\": <number>,\n    \"videoCount\": <number>\n  },\n  \"videosAnalyzed\": {\n    \"count\": <number>,\n    \"videos\": [\n      {\n        \"thumbnailUrl\": \"\",\n        \"thumbnailDescription\": \"detailed visual description\",\n        \"caption\": \"\",\n        \"views\": <number>,\n        \"format\": \"talking_head|skit|dance|tutorial|etc\",\n        \"visualHooks\": []\n      }\n    ]\n  },\n  \"visualPatterns\": {\n    \"filmingLocations\": [],\n    \"lightingStyle\": \"\",\n    \"thumbnailConsistency\": \"\",\n    \"textOverlayUsage\": \"\",\n    \"facePresenceRate\": \"\",\n    \"productionQuality\": \"\"\n  },\n  \"contentMix\": {\n    \"talkingHead\": \"%\",\n    \"skits\": \"%\",\n    \"trends\": \"%\",\n    \"tutorials\": \"%\",\n    \"other\": \"%\"\n  },\n  \"creatorArchetype\": \"\",\n  \"brainScan\": {\n    \"contentFormula\": \"\",\n    \"trendChasingScore\": <0-100>,\n    \"visualStyleAssessment\": \"\",\n    \"thumbnailGameRating\": \"\",\n    \"algorithmPrediction\": \"\",\n    \"viralPotential\": \"\",\n    \"improvements\": []\n  },\n  \"specificVideoExamples\": [\"<cite specific thumbnails>\"]\n}\n```\n\n---\n\n## TIKTOK VISUAL ANALYSIS NOTE\n\n**TikTok is thumbnail-driven. Analyze:**\n- The visual hook strategy\n- What makes someone stop scrolling\n- Patterns only visible by seeing the actual thumbnails\n- Reference specific videos in your assessment",
  "userInput": "You are analyzing a TikTok profile with visual thumbnail analysis. Adapt to the UI.\n\n**TASK CONFIGURATION:**\n- Target: \n- Videos to Analyze: 15\n\n---\n\n## STEP 1: NAVIGATE TO PROFILE\n\n1. Parse target - extract username\n2. Navigate to tiktok.com/@[username]\n3. Wait for profile to fully load\n4. **Check accessibility:**\n   - Profile exists? If not, report error\n   - Private account? Report limitation\n   - Videos visible? Proceed if yes\n\n---\n\n## STEP 2: EXTRACT PROFILE METADATA\n\n### Bio & Identity\n- Display name\n- Username\n- Bio text\n- Links (Linktree, etc.)\n- Verified status\n- Category/creator type label\n\n### Metrics\n- Follower count\n- Following count\n- Total likes\n- Video count\n\n### Profile Picture\n- Describe the profile picture\n- Style and vibe\n\n---\n\n## STEP 3: EXTRACT VIDEOS WITH THUMBNAILS\n\n**Extract 15 videos. For each capture:**\n\n1. **Thumbnail image URL** - the video preview/cover image\n2. **Video title/caption** - if visible\n3. **View count** - engagement indicator\n4. **Likes/comments** - if visible on hover\n5. **Duration** - video length\n6. **Sound/audio name** - if visible\n7. **Pinned status** - is this pinned?\n\n**Store structured:**\n```\nvideos: [\n  {\n    thumbnailUrl: \"url\",\n    caption: \"text\",\n    views: X,\n    likes: Y,\n    duration: \"0:15\",\n    sound: \"sound name if visible\",\n    isPinned: false\n  }\n]\n```\n\n---\n\n## STEP 4: ANALYZE EACH THUMBNAIL (CRITICAL)\n\n**For each video thumbnail, generate detailed visual analysis:**\n\n### Describe:\n- **Scene/setting**: Where is this filmed? (bedroom, outdoor, studio, car, etc.)\n- **Person presence**: Face visible? Full body? Hands only? No person?\n- **Expression/pose**: If person visible - expression, energy, pose\n- **Text overlays**: Any text on thumbnail, what does it say?\n- **Visual hooks**: What makes this clickable? Curiosity gap?\n- **Lighting/quality**: Ring light, natural, low quality, professional\n- **Editing indicators**: Heavy effects visible in thumbnail?\n- **Format type**: Talking head, skit, dance, tutorial, reaction, duet, stitch\n- **Aesthetic**: Chaotic, polished, raw, curated\n- **Trend indicators**: Recognizable trend formats or templates\n\n### Pattern recognition across thumbnails:\n- Consistent visual style or random?\n- Face-forward thumbnails vs. not\n- Text-heavy vs. visual-only\n- Signature elements that repeat\n\n---\n\n## STEP 5: ANALYZE CONTENT PATTERNS\n\n### Video Format Mix\nBased on thumbnails, categorize:\n- Talking head %\n- Skits/comedy %\n- Dance/performance %\n- Tutorial/educational %\n- Reactions/duets %\n- Lifestyle/vlog %\n- Trend participation %\n\n### Visual Consistency\n- Same filming location recurring?\n- Consistent lighting setup?\n- Similar editing style?\n- Recognizable \"brand\" elements?\n\n### Thumbnail Strategy\n- Are thumbnails optimized for clicks?\n- Text overlay patterns\n- Expression patterns\n- Hook strategies visible\n\n---\n\n## STEP 6: AUDIO/TREND ANALYSIS\n\n**From visible sound names:**\n- Original sounds vs. trending sounds\n- Music genres favored\n- Trend participation rate\n- Sound originality score\n\n---\n\n## STEP 7: ENGAGEMENT PATTERN ANALYSIS\n\n**From view/like counts:**\n- Average performance\n- Viral hits (outliers)\n- Consistent performers\n- What visually differs in top performers?\n\n---\n\n## STEP 8: GENERATE BRAIN SCAN\n\n### 1. CREATOR ARCHETYPE\nBased on visual analysis, classify:\n- Examples: \"Reply Guy Energy\", \"Main Character\", \"Unhinged But Lovable\", \"Corporate TikTok Escapee\", \"Dance Trend Devotee\", \"Chaos Goblin\", \"Tutorial Queen\", \"Thirst Trap Artist\", \"Storytimer\", \"POV Actor\"\n- Must be based on ACTUAL visual patterns\n\n### 2. CONTENT FORMULA\n- What's their visual schtick?\n- Recurring thumbnail elements\n- Signature style markers\n\n### 3. TREND-CHASING SCORE (0-100)\nBased on visual analysis:\n- Original content indicators vs. trend templates\n- Format originality\n- Sound choices\n\n### 4. VISUAL STYLE ASSESSMENT\n- Filming quality and setup\n- Editing intensity\n- Thumbnail optimization level\n- Production value spectrum\n\n### 5. THUMBNAIL GAME RATING\n- How clickable are their covers?\n- Text overlay effectiveness\n- Expression optimization\n- Curiosity gap usage\n\n### 6. THE ALGORITHM KNOWS\nBased on visual patterns, predict:\n- What TikTok's algorithm thinks about them\n- Content categorization\n- Audience demographic guess\n\n### 7. VIRAL POTENTIAL ASSESSMENT\n- What visual elements are working\n- What's holding them back\n- Specific thumbnail/visual improvements\n\n---\n\n## STEP 9: REPORT RESULTS\n\n```json\n{\n  \"target\": \"\",\n  \"username\": \"\",\n  \"profileMetrics\": {\n    \"followers\": <number>,\n    \"following\": <number>,\n    \"totalLikes\": <number>,\n    \"videoCount\": <number>\n  },\n  \"videosAnalyzed\": {\n    \"count\": <number>,\n    \"videos\": [\n      {\n        \"thumbnailUrl\": \"\",\n        \"thumbnailDescription\": \"detailed visual description\",\n        \"caption\": \"\",\n        \"views\": <number>,\n        \"format\": \"talking_head|skit|dance|tutorial|etc\",\n        \"visualHooks\": []\n      }\n    ]\n  },\n  \"visualPatterns\": {\n    \"filmingLocations\": [],\n    \"lightingStyle\": \"\",\n    \"thumbnailConsistency\": \"\",\n    \"textOverlayUsage\": \"\",\n    \"facePresenceRate\": \"\",\n    \"productionQuality\": \"\"\n  },\n  \"contentMix\": {\n    \"talkingHead\": \"%\",\n    \"skits\": \"%\",\n    \"trends\": \"%\",\n    \"tutorials\": \"%\",\n    \"other\": \"%\"\n  },\n  \"creatorArchetype\": \"\",\n  \"brainScan\": {\n    \"contentFormula\": \"\",\n    \"trendChasingScore\": <0-100>,\n    \"visualStyleAssessment\": \"\",\n    \"thumbnailGameRating\": \"\",\n    \"algorithmPrediction\": \"\",\n    \"viralPotential\": \"\",\n    \"improvements\": []\n  },\n  \"specificVideoExamples\": [\"<cite specific thumbnails>\"]\n}\n```\n\n---\n\n## TIKTOK VISUAL ANALYSIS NOTE\n\n**TikTok is thumbnail-driven. Analyze:**\n- The visual hook strategy\n- What makes someone stop scrolling\n- Patterns only visible by seeing the actual thumbnails\n- Reference specific videos in your assessment",
  "urls": [],
  "meta": {
    "createdAt": "",
    "userAgent": ""
  },
  "execution": {
    "mode": "device",
    "deviceIds": []
  }
}

MORE STARTING POINTS

Other templates for review a profile.

See all templates
REVIEW A PROFILEReview an X profile

Return a direct review of the profile, its posts, and clear ways to improve it.

REVIEW A PROFILEReview a LinkedIn profile

Return a direct review of the profile, positioning, visuals, and recent posts.

REVIEW A PROFILEReview an Instagram profile

Return a direct review of the account’s visual themes and posting patterns.