A keyword match is not real risk
Memes, irony, remixes, and reposts create noise. Brands need to understand the subject, tone, intent, and context—not merely whether a term appears.
Tellyn AIAIBook DiagnosisQixiao is a configurable AI PR work system for enterprises and brands. Dedicated models, company knowledge, and agent workflows connect discovery, assessment, response, and review so PR teams can move from information collection to coordinated decisions.

The limit of traditional monitoring is not collection—it is how quickly teams can understand, judge, and adapt.
Memes, irony, remixes, and reposts create noise. Brands need to understand the subject, tone, intent, and context—not merely whether a term appears.
One highly shared clip may matter more than many low-engagement links. Priority should reflect account influence, velocity, and cross-platform spread.
New memes, accounts, and issues emerge continuously. Fixed rules and project schedules struggle to match a PR team’s decision cycle.
AI handles discovery, aggregation, assessment, and report drafting. Teams focus on fact-checking, strategy, and final statements. High-risk conclusions retain source evidence, rationale, and human review.
Bring together public media, social platforms, and long-tail communities, clean mixed-source content, and group scattered signals into trackable topics and events.
Use brand context to assess relevance, sentiment, intent, irony, and secondary spread, filtering false matches so attention stays on real risk.
Combine source evidence, account influence, propagation paths, and history to provide risk level, rationale, and confidence, with responsible human review.
Create response strategy, approved messaging, and an action checklist, then deliver them through existing collaboration channels such as Feishu and WeChat groups.
Team confirmations, exclusions, label changes, and response feedback return to dedicated knowledge, making the next similar judgment faster and closer to brand standards.
Overview, topics, events, suspicious accounts, cross-platform trends, and reports share context, so PR teams do not rebuild judgment across disconnected tools.

Keep ongoing observation and active incident detection in one view, prioritized by impact rather than raw volume.
Group scattered posts into events and identify origin, key nodes, and the relationship between source content, remixes, clips, and reposts.
Use company-specific risk labels to assist in identifying suspicious and promotional accounts and track their active topics and platforms.
Aggregate relevant trends and rankings so teams can see when an issue moves between platforms.
Present trends, risk judgments, and actions in structured, conclusion-first reports configurable to company templates and brand visuals.
Import content, adjust priorities, and launch tracking tasks through conversation; the agent continuously summarizes, prioritizes alerts, and produces daily reviews.
Qixiao retains historical events, brand messaging, compliance boundaries, and team feedback in dedicated company knowledge. It continues to absorb judgment within clear human–AI boundaries.

Manage user ecosystems, content compliance, monetization disputes, and cross-community spread by understanding platform language, remixes, and community context.
Observe media, investor communities, regulatory language, and industry views together while retaining complete evidence for careful judgment.
Product safety, service experience, and social content can amplify one another, requiring early detection of hidden risk and cross-platform spread.
Reports structure evidence, priorities, and recommendations using multidimensional analysis, spread evolution, and risk assessment. Templates and visuals can match company needs for fast executive reading and team coordination.

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