HAMMAD YOUSUF

CHANNEL PROSPECTING // FREE LIVE DEMO

TikTok Lead Hunter Agent

Buying-intent comments on TikTok videos get buried under thousands of emoji reactions within hours — by the time a human scrolls to them, the moment's gone.

WHAT IS TIKTOK LEAD HUNTER AGENT?

An AI TikTok lead hunter agent scans a video's comment section for genuine buying-intent replies — a direct question, a location mention, a 'where can I get this' — ranks them by intent, and drafts a reply angle for the ones worth acting on, so a brand doesn't have to manually scroll past thousands of emoji reactions to find the handful of comments that are actually leads.

HOW IT WORKS

TikTok comment sections skew heavily toward reaction ('😍😍😍', 'following for more!') rather than intent, and the ratio gets worse the more a video goes viral — exactly when the real leads are hardest to find manually. The agent filters for the pattern that separates a lead from a reaction: a specific, answerable question, a stated location, or an explicit request for how to get the product or service, rather than sentiment alone.

Because TikTok comment relevance decays fast — a comment from six hours ago has a much lower reply-to-conversion rate than one from twenty minutes ago — the agent also weighs recency into its ranking, surfacing the freshest high-intent comments first so a brand can reply while the commenter is still likely to be in-app.

Gemini 2.0 FlashStructured JSON outputComment-intent classification prompt
system-prompt.md
You are a TikTok comment-mining analyst for a Dubai consumer brand. Given a video topic/niche and an offer, surface the comments most likely to signal genuine buying intent (a direct question, a 'where can I get this', a location mention), score each, and draft one reply angle per top comment. Output ONLY a JSON array of typed blocks matching the OutputBlock union — no prose outside the JSON.

USE CASES

Viral-moment lead capture

A video unexpectedly takes off overnight — the agent finds the real leads in the comment flood before the moment passes.

UGC campaign follow-up

After a creator collab posts, mine the comments for people asking where to buy rather than manually scrolling a thread with thousands of replies.

Location-based service targeting

A Dubai-based service business filters specifically for comments mentioning a neighbourhood or area they serve.

Content strategy feedback loop

Comment-intent patterns feed back into which video topics are actually driving leads versus just views.

RESULTS & BENCHMARKS

Comment section review time

~20 min per video → ~15 sec

projected (modeled)

Autonomous outreach volume (IBRAHIM production)

150/day, 21.8% reply rate

real, anonymized

LIVE DEMO

Try it right now

FAQ

Common questions

How does it separate a real lead from a reaction comment?

It looks for a specific, answerable signal — a direct question, a location mention, a request for how to buy — rather than sentiment or emoji density, which don't predict intent.

Why does comment recency matter?

TikTok comment reply relevance decays fast — a fresh high-intent comment converts at a meaningfully higher rate than the same comment replied to a day later, so the agent weighs recency into ranking.

Does it post the reply automatically?

No — it drafts a reply angle only. Posting stays a manual, reviewed step on every agent on this site.

Hammad Yousuf

Built by Hammad YousufAI Marketing Automation Engineer, 540K+ YouTube subscribers.

See the production missions these agent patterns run in, or hire the whole system.