3. Content history — full depth
What the creator has actually said and shown, back to the first post. This is the core of a background check.
History read to the first post, not sampled from the latest hundred
The post that ends a campaign is years old, written before the creator had anything to lose.
Spoken audio in video transcribed and reviewed
Captions are written for the algorithm. The risk is in the voice track.
On-screen text and images reviewed, not only captions
Memes, screenshots and stitched replies carry the message in pixels.
Deleted posts recovered from web archives and dated
Deleting removes a post from the feed, not from the internet. The removal itself is informative.
Non-English content reviewed in its original language
Machine translation flattens sarcasm and in-group register in both directions.
Findings grouped into categories, each with the exact post and a stored copy of the media
Hate, NSFW, violence, profanity, political, legal, public feuds, brand criticism, substance, deceptive. A finding without evidence is a rumour.
Coverage stated: which accounts, how many posts, what could not be read
A clean result from a partial read is not a clean result. Private accounts and dead links must be named.