TikTok Scraper + AI Viral Analysis, Creator Audit & Sentiment

The AI-powered TikTok scraper — cheaper than the leading competitor with no hidden add-on fees. Other scrapers charge $3/1K base then stack $1-3 per feature on top (date filter, sorting, comments — all extra). We include everything at $2.50/1K. Plus AI features nobody else has: viral analysis, creator audit, and comment sentiment.

Why This Scraper?

Other TikTok scrapers give you raw numbers. This one gives you answers:

• "Which video format is going viral in my niche right now?" → AI Viral Analysis
• "Is this creator legit or are their followers bots?" → AI Creator Audit
• "What do people actually say in the comments?" → AI Comment Sentiment

3 AI Features

AI Viral Content Analysis ($2/1K videos)

After scraping, AI analyzes all videos and tells you:

{
    "viral_formats": ["POV storytelling", "before/after transitions", "duet reactions"],
    "hook_patterns": ["Wait for it...", "Nobody talks about this", "POV:"],
    "trending_sounds": ["original sound - creator_x", "trending audio #viral"],
    "content_recommendations": [
        "POV format gets 4x more views than talking head in this niche",
        "Videos under 15 seconds outperform 30+ second videos by 2x"
    ]
}

AI Creator Audit ($30/1K creators)

Before signing a brand deal, AI audits the creator:

{
    "ai_brand_fit_score": 82,
    "ai_engagement_quality": "excellent",
    "ai_audience_authenticity": "likely_real",
    "ai_sponsorship_potential": "high",
    "ai_estimated_cpm": "$8-12",
    "ai_verdict": "Strong micro-influencer with genuine engagement. High conversion potential for lifestyle brands."
}

AI Comment Sentiment ($20/1K videos)

What does the audience actually think?

{
    "positive_pct": 78,
    "negative_pct": 12,
    "neutral_pct": 10,
    "top_praise": ["so relatable", "tutorial was helpful", "need part 2"],
    "top_complaints": ["audio quality", "too short"],
    "brand_safe": true,
    "audience_summary": "Highly engaged audience requesting more content. Comments are genuine and positive."
}

Who Is This For?

• Marketing agencies — Vet influencers before brand deals. Detect fake followers and bot engagement.
• Content creators — Reverse-engineer what's going viral. Find trending sounds and hook patterns.
• Brand managers — Monitor comment sentiment on campaigns. Check brand safety.
• E-commerce brands — Find TikTok Shop creators with genuine engagement for product partnerships.
• Competitor analysts — Track competitor content strategy, posting frequency, and what works.

4 Scraping Modes

1. Search by Keyword

{
    "scrape_type": "search",
    "search": "skincare routine",
    "max_videos": 100,
    "ai_content_analysis": true
}

2. Creator Profiles

{
    "scrape_type": "profiles",
    "profiles": ["@charlidamelio", "@khaby.lame", "@bellapoarch"],
    "max_videos": 30,
    "ai_creator_audit": true
}

3. Hashtags

{
    "scrape_type": "hashtags",
    "hashtags": ["fitness", "gymtok", "workout"],
    "max_videos": 50,
    "ai_content_analysis": true
}

4. Video URLs

{
    "scrape_type": "video_urls",
    "video_urls": [
        "https://www.tiktok.com/@user/video/1234567890"
    ],
    "get_comments": true,
    "ai_comment_sentiment": true
}

Use Case Examples

Influencer Vetting for Brand Deal

Before spending $10K on a creator partnership:

{
    "scrape_type": "profiles",
    "profiles": ["@potential_partner"],
    "max_videos": 20,
    "get_comments": true,
    "max_comments_per_video": 20,
    "ai_creator_audit": true,
    "ai_comment_sentiment": true
}

Get: brand fit score, audience authenticity check, comment sentiment per video, estimated CPM.

Find What's Going Viral in Your Niche

{
    "scrape_type": "hashtags",
    "hashtags": ["cooking", "recipe", "foodtok"],
    "max_videos": 200,
    "ai_content_analysis": true
}

Get: which formats/hooks/sounds are driving views, engagement benchmarks, content recommendations.

Monitor Campaign Performance

{
    "scrape_type": "search",
    "search": "your brand name",
    "max_videos": 50,
    "get_comments": true,
    "ai_comment_sentiment": true,
    "ai_content_analysis": true
}

Get: what people create about your brand, audience sentiment, trending themes.

Output Fields

Field	Description
url	TikTok video URL
description	Video caption
views	View count
likes	Like count
comments_count	Comment count
shares	Share count
bookmarks	Bookmark count
creator	Creator username
creator_verified	Verified badge
music_title	Sound/music name
music_author	Sound creator
hashtags	Hashtag list
duration	Video duration in seconds
comments	Array of comments (if enabled)
ai_comment_sentiment	Sentiment analysis (if enabled)
ai_brand_fit_score	Creator brand fit 0-100 (if audit enabled)
ai_engagement_quality	Engagement quality rating
ai_audience_authenticity	Audience authenticity rating

Pricing — Cheaper Than The Leading TikTok Scraper

No hidden add-on fees. Everything is included in the base price — date filtering, sorting, creator data. Other scrapers charge $3/1K base then add $1-3 per feature on top. We don't.

Event	Our Price	Leading Competitor
Video scraped (all data included)	$2.50 / 1,000	$3.00 + add-ons
Comment scraped	$0.80 / 1,000	$1.00 add-on
Date filter	Free	+$1.00/1K add-on
Sorting	Free	+$1.00/1K add-on
Follower/following data	Free	+$3.00/1K add-on
AI Viral Content Analysis	$2.00 / 1,000	Not available
AI Comment Sentiment	$20.00 / 1,000	Not available
AI Creator Audit	$30.00 / 1,000	Not available
Platform usage	Free	Free

Typical Run Costs

Use Case	Videos	Comments	AI	Total Cost
Quick trend research (50 videos from hashtag)	$0.13	—	—	$0.13
Trend research + AI analysis (100 videos)	$0.25	—	$0.20	$0.45
Influencer vetting (3 profiles × 20 videos + AI audit)	$0.15	—	$0.09	$0.24
Full analysis (100 videos + comments + AI sentiment)	$0.25	$0.24	$2.00	$2.49
Competitor tracking (50 videos + comments, no AI)	$0.13	$0.12	—	$0.25

vs. Leading competitor for 1,000 videos + date filter + comments:

• Them: $3 (results) + $1 (date filter) + $1 (comments) = $5.00/1K
• Us: $2.50 (results, date filter included free) + $0.80 (comments) = $3.30/1K — 34% cheaper

Tips

• AI Content Analysis needs 50+ videos for reliable pattern detection
• AI Creator Audit works best in 'Profiles' mode — audits each unique creator
• Enable comments + AI sentiment together for complete audience analysis
• Use hashtag mode for trend research — find what's viral before creating content
• Schedule weekly runs to track content trends over time

Keywords

TikTok scraper, TikTok data extractor, TikTok analytics, TikTok AI analysis, TikTok viral analysis, TikTok influencer vetting, TikTok creator audit, TikTok comment sentiment, TikTok brand monitoring, TikTok trending sounds, TikTok hashtag scraper, TikTok profile scraper, TikTok engagement analysis, TikTok bot detection, TikTok marketing tool, TikTok Shop scraper, influencer marketing TikTok