Viral Content Pattern Miner avatar

Viral Content Pattern Miner

Pricing

Pay per usage

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Viral Content Pattern Miner

Viral Content Pattern Miner

Pricing

Pay per usage

Rating

0.0

(0)

Developer

Khoa Nguyen

Khoa Nguyen

Maintained by Community

Actor stats

0

Bookmarked

2

Total users

1

Monthly active users

a day ago

Last modified

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Score supplied posts within platform cohorts and mine supported patterns across hooks, CTAs, duration, format, timing, hashtags, audio, caption length, and recurring keywords.

What it actually does

Per-post viral scores plus pattern support, lift versus baseline, and average performance.

Supports inline JSON, an Apify Dataset, and public/signed JSON or CSV URLs. Source collection from social platforms is intentionally decoupled so users can connect any permitted scraper or export.

Inputs

Use posts[], datasetId, or sourceUrls. See sample_input.json and the Apify input schema for exact fields.

Outputs

  • Default Dataset: detailed result rows and a run summary
  • OUTPUT: machine-readable run summary
  • REPORT.html: reviewable HTML report

Limitations

Pattern lift is descriptive, not proof of causation. Use adequate sample sizes and validate findings with new content. The Actor analyzes supplied data; it does not bypass platform access controls or guarantee that upstream data is complete.

Local validation

npm ci
npm test
npm run check
npm start

Deploy

apify login
apify push

Use APIFY_TOKEN from secure environment storage. Never commit credentials.