agi.lambda
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@agi.lambda

AGI Lambda

Public
12
Posts
101.8K
Followers
21
Following

🤖 Let's build AGI together. 🎓ML/DL Algorithms. @ihkali

youtube.com/@agi.lambdaa
12 posts analyzed

@agi.lambda Profile Analysis Summary

Based on the last 12 posts

When we look at how agi.lambda's audience interacts with their content, we see an engagement rate of 2.16% — that's about 2.2K likes and 4 comments per post on average. Compared to similar accounts in the 100K-500K follower range (where the average sits around 1.8%), this is 20% higher, which suggests a genuinely engaged community.

Looking at content mix, about 100% of recent posts are videos and 0% are photos.

On the posting side, new content shows up about every 4 days — a moderately consistent rhythm. Captions tend to be concise, averaging around 65 characters.

Key Metrics

101.8K

Followers

21

Following

82

Total Posts

2.16%

Engagement Rate

2.2K

Avg Likes

4

Avg Comments

Authority Score

62/100
Established

Calculated from reach, engagement, content quality, and trust signals

Score Breakdown

Reach
17/25

101,827 followers

Engagement
16/30

2.16% engagement rate

Content
4/20

82 posts, 4 avg comments

Growth
15/15

4848.9:1 follower ratio

Trust
10/10

Building credibility

Authority Score is an estimated metric based on 12 recent posts and public profile data. It reflects potential influence and engagement quality.

Industry Benchmark

Compared to:Mid-tier (100K-500K)

26.3K

Total Likes

45

Total Comments

Engagement Rate

2.16%vs 1.8% (avg)
+20%

Your engagement rate is 20% above the Mid-tier (100K-500K) average. This indicates strong audience connection and content resonance.

Avg. Likes per Post

2,191vs 8,000 (avg)
-73%

Your average likes are 73% below typical Mid-tier (100K-500K) accounts. Focus on visual quality and trending topics.

Avg. Comments per Post

4vs 250 (avg)
-99%

Your comments are 99% below the Mid-tier (100K-500K) average. Try asking questions or creating discussion-worthy content.

Benchmarks are based on industry averages for accounts in similar follower tiers. Individual performance may vary based on niche, content type, and audience demographics.

Publishing Frequency

Average

0.3

Posts per day

Average

2

Posts per week

Medium consistency

Monday

Most active day

Posts by Weekday

M
T
W
T
F
S
S

Top Performing Content

Content
Video
Most Liked
9.3K11

#deeplearning #neuralnetworks #machinelearning

View on Instagram
Content
Video
Most Comments
2.6K12

One pixel attack. Deep Learning #python #machinelearning #deeplearning #reinforcementlearning #neura...

View on Instagram
Content
Video
High Performer
6.1K9

Regularization.

View on Instagram
Performance Summary

Analyzed 12 posts. Top content receives 9.3K likes on average.

Content Type Analysis

Content Distribution

100%
Videos (12)Photos (0)

Videos

Better
Avg Likes2.2K
Avg Comments4

Photos

Avg Likes0
Avg Comments0

Videos outperform photos by 2.2K avg engagements per post.

Engagement Trend

Overall Trend

Decreasing

Comparing 6 older posts to 6 recent posts. Overall engagement has decreased by <span class="font-medium text-red-400">29.8</span>%

Likes Trend

-30.0%

Before: 2.6K avg

After: 1.8K avg

Comments Trend

+81.3%

Before: 3 avg

After: 5 avg

Total Engagement

-29.8%

Before: 2.6K avg

After: 1.8K avg

Caption Length Analysis

Caption Length Distribution

No Caption
0 chars
Short
10
1-100 chars
Medium
2
101-500 chars
Long
500+ chars
ShortBest
Likes2.2K
Comments3
Medium
Likes2K
Comments8

Average caption length: 65 characters. Short captions (1-100 chars) perform best with 2.2K avg engagements.

Hashtag Performance

With Hashtags

Better

8

posts

Avg Likes2.2K
Avg Comments4
#̡

Without Hashtags

4

posts

Avg Likes2.1K
Avg Comments4

Most Used Hashtags

#machinelearning×6#deeplearning×6#neuralnetworks×5#artificialintelligence×2#datascience×2#python×2#reinforcementlearning×2#datascientist×1#statistics×1#probability×1

Average 2.4 hashtags per post. Posts with hashtags get 91 more avg engagements.

Growth Indicators

Account Classification

Medium Influencer
1K10K50K500K1M10M+

With 101.8K followers, this account falls in the Medium category (50K-500K). Typical engagement for this tier: 1-3%

Following/Followers

0.000

Excellent

Engagement Rate

2.16%

Above average

Total Followers

101.8K

Following 21
Profile Insights
  • • Very influential - follows far fewer than followers
  • • Engagement rate is above the 1-3% benchmark for medium accounts
  • • Average of 2.2K likes and 4 comments per post

Hashtags & Captions

Top Hashtags

#machinelearning(6)
#deeplearning(6)
#neuralnetworks(5)
#artificialintelligence(2)
#datascience(2)
#python(2)

Based on 12 recent posts

Top Caption Words

networks(2)
learning(2)
knowledge(2)
distillation(2)
regularization(1)
genrates(1)

Common words filtered out for relevance

Content Themes

Content Mood

Romantic & Emotional100% dominant

The overall tone of this profile's content leans towards romantic & emotional.

Photography & Art

Focus on visual storytelling and artistic content

Relevance100%

Themes and mood are estimated by analyzing keywords in 12 public post captions and hashtags.

Audience Insights

Limited Data Available: Detailed audience demographics (country, age, gender) are only accessible to account owners through Instagram Insights. The data below is estimated from public content analysis.

Content Languages

English100%

Detected from 12 post captions

Audience Engagement

Engagement LevelAverage

Based on likes-to-followers ratio

Account SizeMacro Influencer

100K-1M followers

Est. Reach per Post6.6K

Estimated based on average engagement × 3

Audience Summary

This established account shows average engagement with primarily English content. Average post reaches an estimated 6.6K accounts.

Best Time to Post

Best performing time: Monday 4am

Posts during this time get highest average engagement

12am
4am
8am
12pm
4pm
8pm
Mon
Tue
Wed
Thu
Fri
Sat
Sun
Lower engagement
Higher engagement

Based on engagement patterns from 12 posts with timestamps.

AI-Powered Analysis Summary

Key insights and performance highlights based on @agi.lambda's recent content

@agi.lambda's engagement rate of 2.16% is average compared to similar accounts. This indicates a average level of audience interaction and content effectiveness.

Content strategy is 100% focused on videos, which appears to be the strongest performing format for this profile.

Posting consistency is medium with an average interval of 4 days between posts. medium frequency typically leads to better audience retention.

Best performing video generated 4.3x more engagement than average posts, suggesting strong resonance with specific content themes.

Caption strategy follows a minimal approach with an average of 65 characters. This minimal style aligns well with audience expectations for this account type.

This analysis is generated from publicly available data and provides estimated insights. Actual performance metrics may vary.

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Important Notice

All insights shown here are estimated using publicly available data. This tool is not affiliated with Instagram or Meta and does not access private information. Analytics are provided for informational purposes only and may not reflect actual account performance.

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