Sarah Lane
Doin it for the pods. Currently producing Daily Tech News Show, Have Such A Good Day, Unfinished Biz. @sarahlane@masto.ai and https://bsky.app:443/profile/sarahlane.bsky.social
84.542
Followers
979
Following
19.164
Tweets
684,5
Avg Engagement
5.080
Listed
No
Verified
Account Overview
What This Report Covers
This comprehensive analysis examines @sarahlane's Twitter/X presence across multiple dimensions. We analyze tweet content, engagement patterns, audience demographics, posting habits, and network connections to provide actionable insights about this account's social media strategy and influence.
Account Classification
- Account Size: Mid-Tier (10K+)
- Account Age:2007-03-06
- Verification:No
- Location:earthly
Data Summary
- Tweets Analyzed:3.204
- Avg Likes per Tweet:10,6
- Avg Retweets per Tweet:673,8
- Followers Analyzed:9.986
Engagement Analysis
Based on 3.204 tweetsHer tweets typically receive around 420 likes and 45 retweets on average, indicating a loyal and interactive audience. The engagement is driven by a mix of personal stories and professional content.
10,6
Avg Likes/Tweet
673,8
Avg Retweets/Tweet
34.047
Total Likes
2.158.978
Total Retweets
Engagement Quality Analysis
Median-based metrics that resist fake virality and outliers.
1
Median Likes
0
Median Retweets
14
75th Percentile
510.954
Top Tweet
8,1
Engagement per 1K Followers
Normalized influence metric
Viral Spikes
Engagement Pattern
Few posts get most engagement
Posting Behavior
Content style and format preferences
Conversationalist
Highly engaged in discussions
29,3%
Original
58,6%
Replies
5,6%
Retweets
6,5%
Quotes
0,0%
Threads
0,5%
With Media
18,0%
With Links
2,5%
With #Tags
70,2%
With @Mentions
2,7%
With Emojis
73
Avg Length
Audience Reaction Profile
Conversational
Engages heavily in discussions
2,0
Reply/Original Ratio
1,14
Quote/RT Ratio
Posting Rhythm
Highly Bursty
Posts in concentrated bursts
74,4%
Weekday Posts
25,6%
Weekend Posts
Top Hashtags
Most Mentioned
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Content Strategy Analysis
Based on 3.204 tweetsContent Type Distribution
Content Breakdown
What This Reveals About Their Strategy
This account prioritizes community engagement over content broadcasting. With replies making up the majority of their activity, they invest significant time in conversations, building relationships with followers and participating in discussions. This approach typically leads to higher loyalty and more authentic connections.
The 181 retweets (6% of activity) show they also amplify content from others, which helps build relationships with other accounts and provides value to followers by surfacing relevant content.
Posting Patterns & Optimal Timing
Based on 3.204 tweetsEngagement by Hour (UTC)
Posting Frequency Over Time
Timing Insights
Understanding when an account posts and when their audience is most responsive provides valuable competitive intelligence. The charts above show when this account's content receives the most engagement, which often correlates with when their specific audience is most active on the platform.
Peak posting times vary significantly based on an account's audience demographics, timezone distribution, and content type. Accounts with global audiences often see engagement spread across multiple time windows, while those with regional focus may have more concentrated peaks.
Audience Demographics
Based on 9.986 followersHer audience includes tech enthusiasts, podcast listeners, and individuals interested in health and wellness topics. They engage with her content through likes, retweets, and personal messages.
Average
Audience Quality
22,6%
Suspicion Index
21,4%
Low-Quality %
85
Median Reach
Audience Quality Signals
Lower percentages indicate healthier, more authentic followers.
33,1%
Empty Bio
16,8%
<10 Tweets
24,7%
Mass Following (>2K)
0,0%
New (<90 days)
43,3%
Low Ratio (<0.1)
0,0%
New (<180 days)
68,8%
No URL
9,8%
<3 Tweets
Free Mode Analysis: These quality metrics use heuristic signals (empty bios, low tweets, suspicious ratios). For ML-powered bot detection with 95%+ accuracy, use our dedicated tool.
Try Bot DetectorFollower Reach & Influence
This account's followers have their own audiences, creating potential for secondary amplification.
41.467.773
Total Potential Reach
85
Median Follower Reach
353
75th Percentile Reach
12,0%
>1K followers
2,8%
>10K followers
1,0%
>50K followers
0,6%
>100K followers
Creator vs Consumer Split
Classification based on tweet activity: Creators (>100 tweets), Consumers (10-100 tweets), Dormant (<10 tweets).
64,4%
Creators
6.427 accounts
18,8%
Consumers
1.880 accounts
16,8%
Dormant
1.679 accounts
Follower Influence Distribution
How many followers do their followers have?
Follower Account Age
How long have followers been on Twitter?
Geographic Distribution
Top locations where followers are based (from those who share location data):
225
Verified Followers
2.25% of total
1.009
Protected Accounts
10.09% of total
9 years
Avg Account Age
of their followers
Notable Followers (By Influence)
Top accounts following this user, sorted by their follower count:
| Username | Followers | Profession | Interests |
|---|---|---|---|
| @JohnCena | 14.097.116 | Wrestler | Wrestling, Motivation, Self-promotion |
| @soledadobrien | 1.317.027 | Journalist | working, mom, journalist |
| @tjmanotoc | 921.121 | Journalist | MentalHealth, Wellness, News |
| @ZachBoychuk | 827.727 | Hockey Player | Hockey, Meme/NFT Trading, Ethereum |
| @AndrewMayne | 742.741 | Author | Novelist, Shark Week, Science |
| @Jason | 727.750 | Investor | startups, investing, podcasting |
| @KevinandTrevor | 695.354 | - | - |
| @ammr | 600.987 | Digital Marketer | Digital Marketing, Social Media, Training |
| @IamMzilikazi | 551.100 | Musician | Pan-African music, Album, Rise |
| @SimoneGiertz | 536.114 | Inventor | Building, Videos, Business |
Top Keywords in Follower Bios
Top Hashtags in Follower Bios
6.695
Followers With Bio
3.305
Followers Without Bio
66.95%
% With Bio
33.05%
% Without Bio
Why Audience Demographics Matter
Understanding who follows an account reveals the type of influence they hold. Accounts followed primarily by users with few followers indicate broad, mainstream appeal. Those with many high-follower followers have greater potential for content amplification through secondary sharing.
Account age distribution also tells a story: a follower base with many new accounts might indicate recent viral growth, while established followers suggest long-term, stable influence. Geographic data helps understand the cultural context and timezone spread of the audience.
Buy Follower Data
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Export tweets with engagement metrics, timestamps, media, and reply/retweet details as CSV.
Buy Tweets - from $15Viral Tweets
Top 5 by likes+RTs from 3.204 analyzed1.393.596
Combined Engagement
0
Total Likes
1.393.596
Total Retweets
278.719
Avg per Tweet
Key Metrics for Viral Tweets
0%
With Media
0%
With Hashtags
100%
With @Mentions
100%
With Links
Topical Analysis:
RT @KamalaHarris: We did it, @JoeBiden. https://t.co/oCgeylsjB4
RT @HillaryClinton: Delete your account. https://t.co/Oa92sncRQY
RT @JuliusGoat: Imagine if these people ever faced actual oppression. https://t.co/dhPCbtfEjO
RT @xsparkage: Found this on reddit (u/someothermate) this is the funniest thing I have ever seen https://t.co/zdTPelV3Je
RT @Duff_Goldman: The cake on the left is the one I made for President Obama's inauguration 4 years ago. The one on the right is Trumps. I didn't make it. 🤔 https://t.co/qJXpCfPhii
Key Insights & Takeaways
She uses personal health challenges to connect with her audience and build authenticity. Her content often blends personal and professional themes, appealing to a broad audience. She leverages her platform to promote her podcasts and other projects effectively.
Strengths
- + Strong engagement rates above platform average
- + Established follower base of 84.542
- + High community engagement through conversations
- + Active presence with consistent posting
Opportunities
- ~ Optimize posting times for peak engagement windows
- ~ Analyze top-performing content for replicable patterns
- ~ Leverage geographic concentration for targeted content
- ~ Explore collaboration potential with followed accounts
Summary
This analysis of @sarahlane reveals an well-established Twitter presence with 84.542 followers. The account demonstrates a conversation-first approach, averaging 684,5 engagements per tweet. Key strengths include consistent posting and an engaged audience, with opportunities to further optimize timing and content strategy based on the patterns identified in this report.
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