// Evidence-backed case library
Verified social research cases
See how public conversations and account content were examined across supported platforms, with the research scope, evidence and limits made explicit.
Assess Grok's opportunity after OpenAI limits Cursor model access
A current X research snapshot examining how OpenAI's Cursor access change may affect Grok's position in coding tools, with native post metrics and explicit coverage limits.
$research-social-signalsMeasure how the latest WeChat official-account article is performing
A Social Signal Retrieval run that resolved the WeChat official account (account id and nickname redacted) behind an article, retrieved its latest 10 articles, and benchmarked the target article against the account baseline.
$research-social-signalsDiagnose why a Xiaohongshu account is underperforming and define its direction
A Social Signal Retrieval snapshot of 12 public Xiaohongshu notes, using native account counters and note-level metrics to identify the account's strongest recent topic and format signals.
$research-social-signalsSearch Zhihu for discussions about programmers being replaced by AI
A current Zhihu search for discussions about programmers being replaced by AI, retaining the 20-result retrieval boundary and 18 accepted results without claiming exhaustive coverage.
$research-social-signalsFind popular X discussions on DeepSeek Harness
A Social Signal Retrieval run that aggregated X, Xiaohongshu and Zhihu signals around the newly released DeepSeek Harness, and turned them into a priority-ranked posting plan with risk boundaries.
$research-social-signalsAnalyze 95 LinkedIn posts for a content-strategy shift and replicable engagement patterns
A Social Signal Retrieval run that paginated through all 95 returnable posts of a LinkedIn account, compared early and recent content, and extracted replicable patterns without making readership promises.
$research-social-signals