Social media scraping - Instagram, TikTok, LinkedIn, and X/Twitter profiles, posts, and content
SkillScore74Maintained
Automatic
◆Marketing & Content pack
Last verified 8/17/2026
What it changes
Passed 17 of 23 test cases with the skill, and 6 of 23 without it.
Without skill26%
With skill74%
Checks it passed that the model alone missed
Directs current work to use scrapecreators-api
Recommends scrapecreators-api for fetching post metrics
Recommends scrapecreators-api for social endpoint access
and 12 more in the full report
11 fixed6 passed either way6 still failing0 broke
Pass-rate lift
+48 pp
Tokens
-10%
Agent turns
0%
Response time
-20%
Model gemini-3.6-flashMeasured 8/17/2026v217 of 23 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 11
Prompt
Our team is maintaining legacy code that references social media scraping aliases. Is the legacy slug still usable, and what is the current recommended API component for new integrations?
What was checked, without and with the skill
Checked
Without skill
With skill
Confirms the legacy compatibility alias remains available to prevent breaking existing installations
Missed
Passed
Directs current work to use scrapecreators-api
Missed
Passed
case-18 · gemini-3.6-flash · 8/17/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md18 linessingle file
ScrapeCreators social scraping (compatibility alias)
This legacy slug remains available so existing installations do not break.
For current work:
Use scrapecreators-api for provider authentication, endpoints, pagination, provenance, and normalized output.
Use a task-specific workflow for the final deliverable:
comment-mining
competitor-social-research
influencer-prospecting
trend-discovery
outlier-post-finder
social-listening-brief
product-demand-research
competitor-ad-intelligence
Do not stop at a raw API response when the user asked for research or a recommendation.