Fail in Public

Report ID: a84bcb86-1ebb-4d33-aae4-708919b52fa6 Period: Jul 23, 2025 → Jan 02, 2026 Velocity: 61.0 tweets/day
Generated: March 7, 2026
Total Tweets
10.0K
Unique Users
2.2K
Total Views
8.6M
Total Engagement
83.2K
Community Activity Pulse
Activity distribution by day and hour
Peak: Thursdays 8:00 - 9:00

Posts by Day

Monday 1451
Tuesday 1521
Wednesday 1403
Thursday 2002
Friday 1323
Saturday 1156
Sunday 1144

Posts by Hour (UTC)

0
141 posts
1
164 posts
2
196 posts
3
204 posts
4
267 posts
5
296 posts
6
351 posts
7
432 posts
8
961 posts
9
432 posts
10
448 posts
11
484 posts
12
537 posts
13
546 posts
14
546 posts
15
544 posts
16
588 posts
17
579 posts
18
596 posts
19
478 posts
20
392 posts
21
334 posts
22
280 posts
23
204 posts

"Post your announcements on Thursdays around 8:00 for maximum reach."

Sponsorship Radar
Found 349 unique domains from 618 URLs.
Monetization
Domain Mentions Share Search
producthunt.com 28 28.00%
github.com 19 19.00%
crazzy.dev 17 17.00%
apps.apple.com 14 14.00%
timer.cool 12 12.00%
Hidden Influencer Scout
Found 15 users with <1000 followers but high engagement.
Growth Potential
User Followers Avg Views Engagement Rate Search
CodingDaddy
CodingDaddy @codingdaddy2025
422 22.9
17.78%
Neo Davids
Neo Davids @neodavids44
18 60.9
13.62%
Joseph
Joseph @Nightbrand08
193 38.8
13.31%
Abhijeet Satogiya (AJ)
Abhijeet Satogiya (AJ) @ambiverrrtt
645 21.6
11.97%
Bobby Bright
Bobby Bright @E_luminous440
111 18.8
11.94%
Top Influencers by Reach
Users with the largest audiences in the community. Great for content amplification and partnerships.
15 found
Mention Network
Most @mentioned users in the community. Shows influence and engagement patterns.
15 top mentions

Resiliency & Concentration

Pareto Concentration
Activity distribution analysis
🟢 Healthy
Top 1% of users 21.1% of posts
21 contributors 2111 total posts
Top 5% of users 44% of posts
109 contributors 4398 total posts
Top 10% of users 56.6% of posts
219 contributors 5655 total posts

Activity concentration indicates how much of your community relies on a small group. A Healthy level means your community is decentralised and resilient.

Top 5 Contributors
Most active community members
alex saint
alex saint @alexsssaint
569 posts
5.7 % of content
Adi Loloi
Adi Loloi @Adi_loloi
161 posts
1.6 % of content
Raj Ingle
Raj Ingle @RAJ_INGLE1
152 posts
1.5 % of content
G
G @blackevilgoblin
128 posts
1.3 % of content
Ibe Princewill
Ibe Princewill @Princewillibeo
123 posts
1.2 % of content
Whale Risk Score
Impact analysis of contributor churn
Critical Area 🟢 Healthy — Well-distributed activity
If Top 1 contributor leaves
-5.7 %

Potential drop in community bandwidth

If Top 3 contributors leave
-8.8 %

Potential drop in community bandwidth

If Top 5 contributors leave
-11.3 %

Potential drop in community bandwidth

If Top 10 contributors leave
-15.4 %

Potential drop in community bandwidth

Strategic Recommendation

"Diversify content sources and nurture mid-tier contributors."

Community Health Signals

Ghost Town Index
Score: 31.6%

"🟡 Moderate — Some questions fall through the cracks."

Unanswered Questions

"When you fail publicly, what’s your go-to move?"

@Its__Woodie 462 views

"This weekend I was bored… so I built something. I kept seeing newsletters/blogs sharing amazing ChatGPT prompts, but always in plain text. Why not make them clickable, straight into ChatGPT’s text box?👀 Say hi to https://t.co/4wSkr9R7uP Prompts → 1-click → ChatGPT/Claude https://t.co/fv6kUJB1nO"

@duckle_head 461 views

"Ever notice your LLM ChatGPT, Claude, Gemini just makes stuff up? 😂 LLMs hate the 5-paragraph essay. It’s useless for AI. What works? #BrainLift — structure info like a machine reads it. As our Tech Lead @roger_jgs404040 (@joingauntletai grad) says: “Well-structured"

@Marinaasolovyov 355 views
Spam Detector
59 posts
Proyecto Cripto @proyecto_cripto
100% Links 11 posts
Arsalan Codes @arsalanXarzuno
100% Links 6 posts
Carlos De Silva @Brazilopp
100% Links 5 posts
Abdul Alim @CrazzyAlim
85.7% Links 21 posts
loïs dichan @LDichan6638
81.8% Links 11 posts

Spam accounts with 100% link rates can damage community trust and algorithmic reach.

Spam & Leech Detector
Users with high link rates. Confirmed = 100% links, Suspicious = 80%+
3 confirmed

Content Strategy

Top Keywords (by Frequency)
Keyword Count Avg Likes
fail 1,125 11.8
building 936 6.3
failing 756 14.5
problem 644 15.7
guys 642 16.3
Top Keywords (by Engagement)
Keyword Count Avg Likes
cute 5 62.6
pays 8 55.8
travel 5 44.8
corporate 5 44.6
cafe 8 44.5
Strategic AI Content Insight

"Analyzed 11315 unique keywords from 10000 tweets."

Content Length Analysis
Optimal post length: short
Content Strategy
Length Count Avg Likes Avg Replies
Long
655 5.9 2.6
Medium
3,551 4.9 2.1
Short
4,640 6.8 2.8
Tiny
1,154 4.1 2.1
Recommendation

"Posts in the 'short' range get the most engagement."

Virality Score
3.6% share ratio
Total Likes 57,262
Total Shares (RT + QT) 2,064
Assessment: Low Virality

"Content stays within the community"