short-form-market-research-brain

Short-form video market research via the Virlo API — viral niche research, trend tracking, creator vetting, hashtag, sound, and hook intelligence across TikTok, YouTube Shorts, and Instagram Reels. Use when the user wants to research what's working in a niche, find rising creators, monitor trend

as observed 2026-08-29T23:02:09.653Z

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Identifier: short-form-market-research-brain
Source: ClawHub
Version observed: 1.14.0
Source repository: not published
Repository observation: No source repository listed
First observed here: 2026-08-28T22:06:28.212Z
Observations recorded: 3
Installs (reported upstream): 1
Weekly downloads (upstream): 116

Observation history

2026-08-29T23:02:09.653Z

Fields that differed: changelog description latestVersion summary topics

Field	Before	After
`changelog`	"Satellite Hashtag Lookups: GET /v1/satellite/hashtags/:platform/:hashtag on TikTok/Instagram/YouTube with sort=top\|recent, related_hashtags + top_sounds stats, LLM trend anal	"- Expanded and clarified documentation, highlighting free and paid API endpoints, authentication, and billing details.\n- Added pricing table for each endpoint with clear cos
`description`	"Short-form video market research via the Virlo API — viral niche research, trend tracking, creator vetting, hashtag and sound intelligence across TikTok, YouTube Shorts, and	"Short-form video market research via the Virlo API — viral niche research, trend tracking, creator vetting, hashtag, sound, and hook intelligence across TikTok, YouTube Short
`latestVersion`	"1.9.1"	"1.14.0"
`summary`	"Short-form video market research via the Virlo API — viral niche research, trend tracking, creator vetting, hashtag and sound intelligence across TikTok, YouTube Shorts, and	"Short-form video market research via the Virlo API — viral niche research, trend tracking, creator vetting, hashtag, sound, and hook intelligence across TikTok, YouTube Short
`topics`	["Market Research"]	[]

2026-08-28T22:54:39.947Z

Fields that differed: changelog description latestVersion summary topics

Field	Before	After
`changelog`	"- Expanded and clarified documentation, highlighting free and paid API endpoints, authentication, and billing details.\n- Added pricing table for each endpoint with clear cos	"Satellite Hashtag Lookups: GET /v1/satellite/hashtags/:platform/:hashtag on TikTok/Instagram/YouTube with sort=top\|recent, related_hashtags + top_sounds stats, LLM trend anal
`description`	"Short-form video market research via the Virlo API — viral niche research, trend tracking, creator vetting, hashtag, sound, and hook intelligence across TikTok, YouTube Short	"Short-form video market research via the Virlo API — viral niche research, trend tracking, creator vetting, hashtag and sound intelligence across TikTok, YouTube Shorts, and
`latestVersion`	"1.14.0"	"1.9.1"
`summary`	"Short-form video market research via the Virlo API — viral niche research, trend tracking, creator vetting, hashtag, sound, and hook intelligence across TikTok, YouTube Short	"Short-form video market research via the Virlo API — viral niche research, trend tracking, creator vetting, hashtag and sound intelligence across TikTok, YouTube Shorts, and
`topics`	[]	["Market Research"]

Correction

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