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Recent posts snapshot

Fetch a company’s most recent social posts with their content type and top-line engagement.
Sample response:

Content mix by classification and format

Break down what a company posts about (post_classification) and in what format (content_type) to profile its content strategy.

Engagement performance analysis

Rank posts by engagement to find what resonates, and compare average engagement across themes or formats.

Reaction sentiment mix

Beyond raw reaction counts, the breakdown by reaction type hints at how an audience responds — celebratory (praise), supportive (empathy), amused (funny), or simply approving (like).

Posting cadence over time

Use posted_date to measure how frequently a company posts — a proxy for marketing activity and consistency.