Content Creator Find Things

Creator Trend Scout

Hunts fresh content opportunities across short-form video and social platforms for a creator's chosen niche. Pulls trending posts, hashtags, and discussions, strips ads and duplicates, scores each idea on engagement, audience saturation, and monetization potential, then ships a ranked digest with example angles you can film, write, or publish the same day.

36 template uses · 200 catalog views

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Agent snapshot

Built for content creator work, not a generic template.

template uses

200

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Content Creator Find Things

Sample input

Build an agent to creator Trend Scout. Use Google Sheets and Gmail. Focus on find things. Return a ready-to-review result after each run.

Sample output

Every weekday morning, scans TikTok, X, Instagram, and Reddit for trending posts in your niche, scores them by viral velocity and monetization signals, dedupes against the past 14 days, and delivers a ranked digest to a Google Sheet and your inbox.

Workflow brief

Where Creator Trend Scout fits in a content creator automation system

Creator Trend Scout is designed for a specific recurring job: hunts fresh content opportunities across short-form video and social platforms for a creator's chosen niche. Pulls trending posts, hashtags, and discussions, strips ads and duplicates, scores each idea on engagement, audience saturation, and monetization potential, then ships a ranked digest with example angles you can film, write, or publish the same day. The agent page keeps the workflow concrete by showing the connected apps, the input a team can give Twin, and the output the run is expected to produce.

A team can start from this public template, adjust the instructions, connect the relevant accounts, and schedule the agent once the review path is clear. That makes it useful for repeatable work where the same research, update, summary, or follow-up needs to happen again.

In this setup Twin uses Google Sheets and Gmail as source systems, action targets, or reporting destinations. The agent can combine those tools with browser automation and API calls when the workflow crosses systems.

What this agent automates

This run includes 7 concrete steps from the published agent data.

Signal 1 · 1

Load deduplication state: query the agent database for URLs seen in the past dedup window and read any existing Google Sheet history

Signal 2 · 2

Run parallel scrapes across the selected platforms using hashtags and keyword queries derived from the niche and extra keywords

Signal 3 · 3

Validate trends with a web search pass for cross-platform signal and recent articles

Signal 4 · 4

Normalize results, drop ads/sponsored/retweet noise, and remove any URL already in the dedup set

Signal 5 · 5

Score each remaining item on engagement rate, growth velocity, creator saturation, and monetization signals; rank descending

Signal 6 · 6

Write the top picks to the Google Sheet with hooks and suggested angles, and persist new URLs back to the agent database

Integrations used

Creator Trend Scout connects Google Sheets and Gmail.

Google Sheets

Connected in this agent

Gmail

Connected in this agent

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Start from the exact agent behind this page, then adapt the prompt, apps, and review steps to your content creator workflow.

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Plans start at €20/mo