Weekly Intelligence Report

LinkedIn Content
Intelligence Report

08/04/2026 to 13/04/2026

49
Posts Analyzed
6.4K
Total Engagement
01 — Overview

Executive Summary

Total Posts
49
Across all monitored voices
Avg Engagement Score
130.4
Weighted engagement metric
Top Theme
AI & Technology
Highest average engagement
Best Format
video
Top-performing content type
Period: 08/04/2026 to 13/04/2026 Generated: 15/04/2026 10:20
02 — Themes

Theme Breakdown

Theme Engagement Chart

Top Themes

  • AI & Technology — 10 posts, avg engagement 395.4
  • Software Engineering — 4 posts, avg engagement 144
  • Leadership & Management — 5 posts, avg engagement 72.4
03 — Formats

Format Performance

Format Comparison Chart
video is the top-performing format with an average engagement score of 729.7.
  • video — avg score 729.7, 3 posts
  • carousel — avg score 105.5, 34 posts
  • text — avg score 51.2, 12 posts
  • image — avg score 0, 0 posts
  • poll — avg score 0, 0 posts
04 — Top Posts

Top Posts (1/2)

05 — Top Posts

Top Posts (2/2)

06 — Hooks & CTAs

Hook & CTA Analysis

Hook Patterns

Hook Effectiveness

CTA Patterns

CTA Effectiveness
Best hook pattern: bold_claim  •  Best CTA pattern: none
07 — Voices

Key Voices

Name Seniority Themes Posts Total Engagement
Allie K. Miller AI & Technology 3 3.5K
Arpit Adlakha Software Engineering 1 406
Jordan Wilson AI & Technology 2 150
Adrienne Tom Career & Personal Branding 1 139
Bruno Diniz Fintech & Payments 3 132
Madeline Mann Career & Personal Branding 1 129
Gio Mangoni AI & Technology 2 127
Jaclyn Lee People & Culture 2 125
Felipe Cofiño People & Culture 2 107
Amanda Graciano AI & Technology 1 104
Jessica Hernandez Career & Personal Branding 2 101
Amira Chelghoum People & Culture 1 100
08 — Timing

Publishing Patterns

Publishing Heatmap
Best Day
Sunday
Best Hour
19:00 BRT
09 — Gaps

Gap Analysis

Gap Analysis
Themes with high engagement but low content volume represent the best opportunities. Top opportunity: Software Engineering.
  • Software Engineering — Gap score: 4 (supply rank #6, demand rank #2)
  • AI & Technology — Gap score: 2 (supply rank #3, demand rank #1)
  • Leadership & Management — Gap score: 2 (supply rank #5, demand rank #3)
  • Other — Gap score: 0 (supply rank #7, demand rank #7)
10 — Newsletters

Newsletter Intelligence

No newsletter data available yet. Add newsletters via python3 tools/manage_newsletters.py add or run detection with detect.
10 — Your Performance

Your Performance vs. Field

No personal performance data available.
12 — Actions

Recommendations

  1. Prioritize video posts — Video posts average 729.7 engagement score, outperforming other formats.
    Action: Aim for at least 2 video posts per week. Study the top performer: So many people wanted to see my knowledge management system in Claude code, so h...
  2. Lead with 'bold_claim' hooks — Posts using 'bold_claim' hooks average 175 engagement score across 31 posts. bold_claim (175 avg, 31 posts) outperforms story (64 avg, 5 posts).
    Action: Open your next posts with a bold_claim. Example from top performer: "So many people wanted to see my knowledge management system in Claude code, so here it is. All you n"
  3. Close with 'none' CTAs — 'none' CTAs drive 155 avg engagement across 20 posts. none (155 avg, 20 posts) is the dominant CTA pattern vs comment_prompt (139 avg, 4 posts).
    Action: End posts with a none. Example: "so here it is. All you need is Obsidian, Claude Code, GitHub, and the will to live and you too can s"
  4. Seize the 'Software Engineering' opportunity — 'Software Engineering' has high engagement (avg 144) but low volume (4 posts). This theme is underserved.
    Action: Create 2-3 posts per week on 'Software Engineering'. The audience is hungry for this content but few creators are supplying it.
  5. Publish on Sundays around 19:00 BRT — Sunday is the highest-engagement day (avg 315.8), and 19:00 BRT is the peak hour (avg 618).
    Action: Schedule your most important posts for Sunday around 19:00 BRT. Use other weekdays for lighter content or reposts.
  6. Engage with top voices in 'AI & Technology' — Allie K. Miller ( | Allie K. Miller) leads 'AI & Technology' with 3 posts and 3467 total engagement.
    Action: Comment thoughtfully on posts from top voices in this theme. Build visibility before pitching collaborations.
  7. Ride the wave on trending keywords — The most engagement-weighted keywords are: claude, code, hours, agents, system. These terms appear in high-performing content.
    Action: Incorporate these keywords naturally into your next posts. Combine 2-3 trending terms for maximum resonance.
  8. Start tracking your own posts — No own posts were found in the dataset. Without your own data, benchmarking against the field is not possible.
    Action: Mark your posts with is_own_post=true in the enrichment pipeline to enable comparative analysis in future runs.
13 — Reddit Signal

Reddit Signal

What's trending in our niche communities this week

Posts Collected
488
Subreddits
12
Themes Covered
5

Top Post per Theme

Overall Top Posts

14 — Methodology

Methodology

Data Sources

LinkedIn public posts from a curated roster of key voices in the CTO, fintech, engineering, and AI niches. Posts collected via compliant data access methods.

Collection Period

Period: 08/04/2026 to 13/04/2026
Total posts analyzed: 49
Key voices monitored: 33

Engagement Scoring

Weighted formula:
saves×4 + reposts×3 + comments×2 + likes×1

Tiers: Viral (>95th pct), High (>80th), Medium (>50th), Emerging (rest)

Filters & Disclaimers

Language: Portuguese & English

Engagement data is approximate and based on publicly visible metrics. Rankings reflect relative performance within the monitored set, not absolute LinkedIn benchmarks.