Build a TikTok competitor analysis bot
If you're competing in a TikTok niche, knowing what's working for the top accounts is half the battle. This guide chains three Hooklayer tools — analyze_account for their viral DNA, match_voice for their style, viral_remix to turn their winning URLs into your scripts — so your bot tracks any handle's playbook automatically.
Who this is for: Agencies, brand teams, and indie creators who want a tool watching the top accounts in their niche so they don't have to scroll TikTok manually.
Tools used in this chain
The starting call. Returns the competitor's viral_dna_score, replicability_score, format fingerprint, top 5 videos with transcripts, content_gaps, recommended_actions, and a steal_map of 3 transferable patterns.
Reads the competitor's transcripts and returns a voice profile (energy, humor, sentence rhythm, signature moves) you can apply to YOUR script so it lands in the same lane without copying line-for-line.
Pipe any of the competitor's top 5 video URLs into this tool and get a fresh script mirroring the viral DNA — scene-by-scene with camera shots and text overlays. The "swipe file → output" step.
Steps
- 1
Pick the competitor handles to track
Start with 3-5 handles. For each, pull analyze_account once a week. The 1-hour upstream cache + 24-hour determinism cache mean repeat calls on stable handles are cheap.
- 2
Read viral DNA + steal_map
The viral_dna_score (0-100) tells you how scoreable their formula is. The replicability_score tells you how copyable it is (face-dependent vs format-dependent). The steal_map returns 3 patterns with concrete how-to lines + an example_remix string. This is the playbook.
- 3
Capture their voice with match_voice
Pass the competitor's transcripts (or just their handle) to match_voice. The response returns a voiceProfile with energy_level, humor_style, signature_moves, sentence_rhythm. Save it. Now your generator can write "in @creatorhandle's voice" without you hand-coding the prompt.
- 4
Remix their winners into your scripts
For each top-5 video, call viral_remix with the URL. The tool extracts the transcript (TikTok via ScrapeCreators, YouTube via Innertube captions), runs the viral DNA blueprint, and returns a fresh script in the same format/hook/cadence with your niche substituted. Run this against all 5 winners and you have 5 new draft scripts mirroring the competitor playbook.
- 5
Gate the output with score_hook before publishing
Pipe each remix into score_hook + predict_virality (see the AI content quality gate guide). Anything under 70 gets auto-rewritten. The bot ships nothing below the quality bar.
Why this approach
- Most "competitor tracking" tools dump raw stats (views, likes, follower count). Hooklayer ships scored intelligence with an explicit steal_map and a recommended_chain — the agent reads the chain and continues the workflow.
- match_voice closes the loop. Knowing what the competitor is doing is one thing; being able to write IN their voice without sounding like a clone is another. Voice DNA captures the style so your output lands in the same lane.
- The 24-hour determinism cache makes the bot deterministic. The same competitor handle returns the same viral_dna_score within the cache window — useful for tracking changes week-over-week.
Get started in 60 seconds
50 free lifetime credits. No credit card. Mint a key, add it to Claude Desktop, run the steps above.