See the right context
Follow keywords, accounts, and competitors without treating every mention as equally useful.
X research, organized for action
Monitor X. Find the conversations worth acting on.
Monitor X keywords and competitors, prioritize relevant conversations with AI, and prepare reply drafts for human review.
mentionlogic.com/research
Why monitor X?
Fast-moving conversations need a calmer research workflow.
Keep research focused
Bring relevant X conversations into one queue so your attention stays on the signals that matter.
Respond with judgment
Use AI to prioritize and prepare drafts, then decide what to edit, share, or leave alone.
The difference
From an endless feed to a focused research queue.
Keep the signal, add the context, and leave the final judgment with the person doing the research.
Without a focused workflow
- Keyword matches pile up without useful context.
- Competitor mentions are easy to miss in the feed.
- Reply ideas start from a blank page every time.
With MentionLogic
- Signals are organized into a reviewable research queue.
- AI helps prioritize relevance across keywords and competitors.
- Draft replies and rewrites stay editable and human-reviewed.
How it works
A simple path from signal to considered action.
01
Monitor the signals you care about.
Track keywords, accounts, and competitors across X so relevant conversations have a place to land.
02
Prioritize conversations worth your time.
Use AI as a context layer to organize matches and make a large research queue easier to review.
03
Review the draft before you respond.
Edit generated replies or rewrites yourself. MentionLogic keeps publishing decisions and human judgment with you.
Core capabilities
The building blocks for better X research.
Start with the monitoring workflow you need today. Keep the final interpretation and response in human hands.
Keyword monitoring
Collect relevant X conversations around the terms your research depends on.
Competitor monitoring
Keep competitor mentions and surrounding context visible in the same workflow.
AI prioritization
Use context-aware scoring to decide which matches deserve a closer look first.
Research queue
Move from a noisy stream to a focused set of conversations ready for review.
Human-reviewed drafts
Prepare reply or rewrite drafts that remain editable and require your approval.
Notifications
Stay aware of relevant new signals without keeping every feed open all day.
Beta / Early Access
Get early access to MentionLogic.
Join the early product experience and help shape a focused workflow for X monitoring and AI-assisted research. Paid pricing is not published yet.
Get startedFAQ
Questions before you get started?
MentionLogic is designed to monitor X keywords, accounts, and competitors so relevant conversations can be reviewed in one research workflow.
AI helps prioritize relevant conversations using the available context. It is a review aid, not a replacement for your judgment.
No. Generated replies and rewrites remain drafts. You review, edit, and decide whether to publish them yourself.
Yes. Competitor monitoring is part of the homepage workflow, alongside keyword monitoring and conversation research.
The launch offer is Beta / Early Access rather than a published paid pricing table. Sign up to learn about access as the product develops.