The score makes it obvious which threads deserve an answer and which ones to ignore.
Cyril Niobe
Mobile App
AI Scoring
Score every post 0-100
Use AI to rank Reddit posts by relevance, purchase intent, and likelihood of converting into a meaningful reply or lead.
0-100
Score range
clear ranking
6+
Signals used
intent factors
High
Noise removed
less scrolling
redscout.tech
Scoring engine
Every post gets a relevance score so your team can focus on the conversations most likely to turn into customers.
Context aware
Understand the thread
The model looks at the full post, comments, and surrounding context before assigning a score.
Custom weights
Tune for your market
Adjust what matters most: urgency, budget, alternatives, or competitor mentions.
Actionable
Sort by highest intent
The inbox and analytics surfaces are always ordered around the best opportunities.
Smart relevance ranking
Prioritize the posts that align with your product and category.
High-intent filters
Surface threads that include direct purchase or comparison language.
Decision support
Use score distributions to understand whether a keyword is worth keeping.
3 simple steps
Let AI do the ranking for you
Search volume alone is not enough. RedScout focuses your effort on the threads most likely to convert.
1
Feed in the thread
Posts are analyzed with the surrounding conversation and search context.
2
Score by intent
The model rates relevance, urgency, and fit for your product.
3
Work the top leads
Only the most valuable conversations make it to the front of the queue.
Reviews
Why founders trust RedScout AI scoring
Real quotes from operators who want the same thing you do: more qualified conversations, faster.
We are no longer wasting time on posts that look good but convert badly.
Till Carlos
SaaS Product
The scoring is the difference between busywork and a real pipeline.
Sara Chen
DTC E-commerce
FAQ
Questions about AI scoring
How is the score calculated?+
We combine intent, fit, and conversation context to estimate the opportunity value of each thread.
Can I trust the ranking?+
Yes, and you can continuously compare score performance to your own results.
Does it work for any niche?+
Yes. It is designed to adapt to SaaS, agencies, creators, and product-led businesses.
Internal links
Explore related RedScout pages
Move through connected features to build your complete Reddit growth system.
Ready to turn Reddit into a growth channel?
Get started — cancel anytime, and keep your data under your control. Email us at hello@redscout.tech anytime.