Steven Pajewski

Steven Pajewski

you can call me Vel

Risqpost — Smarter Social Risk for Modern Brands

Social media is not just likes and shares. It is landmines. Risqpost gives teams the context, analysis, and AI assistance they need to respond with confidence.

#projects#active#ai#analysis#risk management#brand management

Risqpost — Smarter Social Risk for Modern Brands
Context Matters

Beyond sentiment: author history and influence

AI Assistance

Drafts humanized responses for faster action

Unified Dashboard

Risk, sentiment, and insights in one view

Risqpost :shield:

Social risk is real-time.
One post can tilt narratives, shift search results, or spark a reputational crisis.

Note · Overview

Risqpost is the all-in-one risk analysis platform for social teams.
It ingests posts, comments, and mentions, then analyzes risk factors like engagement, sentiment, and user influence.
Instead of guesswork, you get clear recommendations and draft responses that make it easier to act quickly and confidently.


Executive Summary

Traditional monitoring tools track mentions and sentiment. But they miss context:

  • Who is posting?
  • What is their influence?
  • Are they a competitor or a recurring detractor?

Risqpost closes this gap. It gives teams context-aware risk scoring, modular dashboards, and AI-assisted drafting. The result is faster, smarter responses that protect your brand in real time.

TLDR: Risqpost is a turnkey solution for social risk.
Built to defend brands, empower teams, and reduce costly mistakes.


Key Takeaways

  • Sentiment alone is not enough. Context makes risk actionable.
  • AI buffers speed up drafting without removing the human voice.
  • Unified dashboards keep analysis, alerts, and recommendations in one lens.

The Origin Story

Defensive communications has long needed a deeper layer than generic sentiment.
Managing brand risk online requires answers to harder questions:

  • Is this post worth responding to?
  • Does it overlap with competitor narratives?
  • Is the author consistently negative or influential?

Risqpost began with these questions. It was designed as a modular platform that turns chaotic social noise into clear signals.
Drafting responses is no longer starting from scratch. An AI buffer provides contextually relevant drafts you can edit and humanize.


What Risqpost Does

Risqpost dashboard example
Unified dashboard: sentiment, risk scoring, and recommended actions

Real-Time Risk Analysis
Posts are scanned instantly for engagement, sentiment, and contextual risk factors.

Actionable Insights
Get recommendations and alerts tailored to severity. Respond with confidence, not hesitation.

Influencer & Community Tracking
Monitor the users who matter most. Detractors, advocates, and thought leaders never slip by unnoticed.

Unified Dashboard
No more juggling tools. Everything lives in one interface designed for speed and clarity.


Under the Hood

For the technically curious, Risqpost is wired with a modern full-stack build:

  • Backend: FastAPI, Supabase, VADER sentiment analysis, OpenAI integration, Google API client.
  • Frontend: Next.js 15 with React 19, Tailwind CSS, Recharts, Kendo Charts.
  • State & Auth: Zustand for global state, Supabase for authentication.

The goal is not flashy complexity. It is a simple turnkey solution with a modular base that makes expansion natural.
Even in early development, Risqpost already handles ingestion, risk scoring, LLM assistance, charting, and role-based access.


The Vision Ahead

Risqpost is built in public with a clear roadmap:

  • SERP Scoring: Understand how narratives shape search results.
  • Generative Engine Optimization (GEO): Ensure AI systems reflect your facts, not unchecked chatter.
  • Expanded Connectors: Bring in more social platforms, reviews, and reputation channels.
  • Advanced Charting: Flexible aggregation for deeper analysis.
  • Granular Access Controls: Role-based permissions at scale.

The north star is bigger than dashboards. It is about safeguarding a brand’s digital identity across every layer where conversations happen.


Closing and Next Steps

Risqpost is not another monitoring tool. It is a risk lens.
One that blends context, sentiment, and AI assistance into a unified workflow.

Whether you are a brand, a community manager, or a crisis comms team, Risqpost helps you respond not just faster, but smarter.

Note · Get Early Access

Want to show interest in the project? Visit www.risqpost.com and sign up for early access alerts.