Find the people
actually doing the work
The best contributors are almost never the loudest. Kaiju scores what people actually do across X, Discord, and GitHub - so the tryhards get recognized, not the noise.
Posts per Month
6 moReplies per Week
8 wkContent Quality
Analysis
Loyalty
Reach
Six steps to recognize community
Recognition today is a guessing game stitched together from spreadsheets, Discord pings, and gut feel. Kaiju collapses it into one ordered pipeline.
idk - vibes
Connect
Set the project accounts and keywords to track.
Collect
Monitor community posts, replies, and engagement.
Analyze
Enrich with engagement metrics, quality checks, and AI scoring.
Score
Combine signals into one score. Assign a tier.
Act
Sync Discord roles to match tiers.
Report
Share contributor insights with leadership.
Four layers of intelligence
Every signal converges into one defensible score. Not a keyword filter, a genuine read of every contributor.
Quality Scoring
AI reads every post in project context. Originality, insight, relevance, depth.
Bot & Farmer Detection
Polished GPT spam, copy-paste phrasing, engagement farming. Flagged automatically.
Engagement Quality
Log-normalized metrics and stratified sampling. One viral post can't carry a farm.
Loyalty & Consistency
Time-windowed analysis. Sustained advocates outscore pre-snapshot bot bursts.
A successful partnership case
OpenGradient's successful TGE launch was powered by Kaiju. Every real community member was recognized and rewarded - generating massive organic buzz on X.
... project has 0 haters rn?
I will go for @OpenGradient
airdrop still have potential just look at @OpenGradient ...
they just did a v good airdrop for the community ...
if anyone says market conditions are bad just give them this example great work by open gradient team
Thank you God for keeping things running smoothly
thank you @OpenGradient team thank you web3
$OPG cooked for the community
thank you @OpenGradient team thank you web3 ...
$OPG cooked for the community
Honestly, I'm happy! I received 13,000 $OPG airdrop ...
@OpenGradient handled the community perfectly ...
Everyone who provided truly high-quality and useful contributions received solid allocations.
Five signals, one defensible score
Measures what people do, not who they know.
X Quality Search
AI scores every post on originality, insight, relevance, and depth
GitHub Intelligence
Repo quality scoring plus OG contributor detection from commit history
Bot & Farmer Detection
Flags GPT-polished accounts and reply farmers automatically
Discord Role Sync
Automated on tier change or manually granted via the Kaiju dashboard
Weighted Scoring
Three dimensions, one score. Configurable weights per project
Your personal content coach
Kaiju doesn't just score you, it tells you exactly how to get better. AI analyzes your posts, identifies your weak spots, and gives you a personalized playbook to stand out in the project you contribute to.
Personalized content analysis
AI reads your entire posting history and maps exactly where you're strong and where you're falling short
Visual & photo tips
Get specific advice on images: what to include, how to frame it, what visual style gets better reach and reactions
Stand out in your project
Tailored suggestions based on the project you contribute to, not generic advice, but what actually moves the needle there
Track your project's pulse
Kaiju monitors your project's reach, sentiment, and community engagement across X, Discord, YouTube, and more, then tells you what to change and why.
Cross-platform metrics
Impressions, mentions, engagement rate, and sentiment tracked across every social platform in one dashboard
AI-powered strategy
Kaiju analyzes what content formats, topics, and timing work best, and generates specific recommendations to grow reach
Community engagement playbook
Understand how your community interacts, what drives retention, and get actionable strategies to strengthen engagement
Two views, every contributor explained
Zoom out across thousands of posts to see who's actually pulling weight. Zoom in on any one to see exactly why they scored what they did - every post, every reply, every flag.
Every contributor, ranked, in one table
Every score, every receipt
Analysis
Per-post LLM rubric. Slop, bait, GPT cadence: all penalized.
Recency, posting cadence, thread depth, reply streak.
Log-curve weighted. One viral post can't dominate the score.
Posts per month, replies per week. See drop-off before others do.
Plus Discord, GitHub, Notion sync, Ratings - explore the full dashboard.
Your scoring, your rules
Drag the weights. Pick a contributor. Watch the score move in real time. Every project on Kaiju gets its own formula.
You've tried this already multiple times
Things need to change
Spreadsheets. Or vibes. Some community manager trying to keep it all in their head while juggling three other jobs, and decisions about who gets recognized end up political instead of empirical.
How many real contributors are invisible?
Move the sliders. See how many genuine contributors your community is probably overlooking right now.
The roadmap
What we've shipped and what's coming next. Kaiju is growing into the only community intelligence platform you'll ever need.
24/7 Self-Service
LiveEverything runs autonomously with zero manual intervention. Configure scoring weights, custom metrics, and tier thresholds to match your project's unique goals. Your community never sleeps, and neither does Kaiju.
Project Reach & Growth
SoonTrack reach, sentiment, and interest across X, Discord, YouTube, and more. Kaiju suggests improvement strategies, engagement playbooks, and what content formats grow your audience fastest.
Personal Quality Feedback
SoonEvery contributor gets AI-powered personal feedback: specific, actionable advice on what's working, what's not, and exactly how to level up their score.
Video & YouTube Analysis
SoonOur AI watches YouTube videos, reviews, tutorials, and community content, analyzing actual video, not just metadata. Video creators finally get scored alongside text contributors.
Common questions, real answers
Everything we get asked about Kaiju, from scoring mechanics to self-hosting.
KAIJU built different
Built because the tryhards kept getting overlooked while the loudest people got all the attention. Book a 20-minute demo and we'll show you who's actually doing the work. No credit card.
Average response time: under 4 hours during PT business hours