TrendAgent

Autonomous TikTok growth agent that generates, schedules, and optimizes short-form content.

TrendAgent is a self-hosted microservice that connects to TikTok's Content Posting API (Direct Post) to generate, queue, and publish short-form video content. It analyzes trending audio, hook patterns, and posting time data to optimize reach. Includes auto-captioning, hashtag optimization, and A/B hook testing. ⚠️ **IMPORTANT — TikTok API Audit Required** TikTok requires all apps using the Content Posting API to pass a **2–6 week app audit** before content can be posted publicly. Without audit approval, every post is forced to **SELF_ONLY (private)** regardless of settings. TikTok also caps unaudited apps to **5 users per 24h window** and rejects apps described as 'personal account management utilities' — your use case must serve a broad audience. This is a TikTok policy, not a TrendAgent limitation. We provide the full audit application guide and UI compliance checklist.

Price: $197.00

What's included

  • TrendAgent TypeScript source (Fastify microservice)
  • TikTok Content Posting API integration (Direct Post)
  • Trend analysis pipeline (audio categories, hook patterns, timing)
  • Auto-caption and hashtag optimization engine
  • A/B hook testing framework
  • Agent settings dashboard (enable/disable, posting schedule, niche config)
  • TikTok app audit application guide and UI compliance checklist
  • OAuth2 v2 token management with automatic 24h refresh loop
  • Setup guide and API credential reference

Why it works

Auto Content Generation

Generates hook scripts, caption stacks, and hashtag clusters tailored to your niche and trending topics.

Trend Analysis Engine

Monitors trending audio categories, hook patterns, and posting time data to optimize every post.

A/B Hook Testing

Tests multiple hook variants on the same content and identifies which drives the highest engagement rate.

Frequently asked questions

Does TrendAgent work without TikTok's app audit?

Partially. Without audit approval, all posts are forced to SELF_ONLY (private) and capped at 5 users per 24h. We include the full audit guide, but the 2–6 week review and approval is controlled by TikTok, not us.

What TikTok credentials do I need?

A TikTok Developer account with a registered app, Content Posting API product, client_key and client_secret, and OAuth2 v2 tokens with the video.publish scope. The setup guide walks through every step.

How does token refresh work?

TikTok uses short-lived access tokens (24h) with a refresh token valid for 365 days. TrendAgent includes an automatic refresh loop that runs every 18–20 hours so posting never breaks.

Can I review posts before they go live?

Yes. TrendAgent supports draft mode — it generates content and queues it for your manual approval before publishing.

What are TikTok's posting limits?

~15 posts/day per creator account, shared across all apps using Direct Post. The API also enforces 6 requests/minute per user token.

What analytics does it track?

Views, engagement rate, follower growth, audio attribution, and posting time performance. All accessible from the agent dashboard.

More digital products