Emily Schuman

Emily Schuman

@byEmily

Blogger, Author, Designer and Founder of Cupcakes and Cashmere.

Los Angeles, CA https://cupcakesandcashmere.com/ Joined 2009-02-20 Date of Analysis: Dec 16, 2025

91,676

Followers

253

Following

16,397

Tweets

388.1

Avg Engagement

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @byEmily'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:2009-02-20
  • Verification:No
  • Location:Los Angeles, CA

Data Summary

  • Tweets Analyzed:3,195
  • Avg Likes per Tweet:7.7
  • Avg Retweets per Tweet:380.4
  • Followers Analyzed:10,000

Engagement Analysis

Based on 3,195 tweets

Emily's tweets receive consistent engagement, with an average of 805 likes and 77 retweets. Her sponsored content, especially food-related posts, drives interaction.

7.7

Avg Likes/Tweet

380.4

Avg Retweets/Tweet

24,455

Total Likes

1,215,522

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

4

Median Likes

0

Median Retweets

8

75th Percentile

198,790

Top Tweet

4.23

Engagement per 1K Followers

Normalized influence metric

Viral Spikes

Engagement Pattern

Few posts get most engagement

Posting Behavior

Content style and format preferences

Broadcaster

Primarily shares original content

85.5%

Original

10.7%

Replies

2.3%

Retweets

1.4%

Quotes

0.0%

Threads

0.6%

With Media

84.9%

With Links

6.0%

With #Tags

23.5%

With @Mentions

13.6%

With Emojis

99

Avg Length

Audience Reaction Profile

Broadcast

Focuses on original content over replies

0.13

Reply/Original Ratio

0.6

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

89.2%

Weekday Posts

10.8%

Weekend Posts

Top Hashtags

#ad (31) #howtohome (17) #sponsored (16) #oscars (15) #emmys (8) #cupcakesandcashmereinjapan (7) #ccfarmersmarketflowers (6) #ccnailedit (6) #googlehome (5) #cupcakesandcashmere (5)

Most Mentioned

@byemily (38) @whatsgabycookin (38) @designcrush (19) @careercontessa (19) @thehyperbalist (11) @kelljokrause (10) @leslieksteph (10) @lmorr1 (10) @nordstrom (9) @googlestore (9)

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Content Strategy Analysis

Based on 3,195 tweets

Content Type Distribution

Content Breakdown

Original Tweets 2,733 (86%)
Replies 342 (11%)
Retweets 75 (2%)
Quote Tweets 45 (1%)

What This Reveals About Their Strategy

This is a content-creator focused account that primarily shares original thoughts, ideas, and media. With original content dominating their feed, they position themselves as a source of new information rather than a curator. This strategy works well for establishing thought leadership.

The 75 retweets (2% 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 3,195 tweets

Engagement 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 10,000 followers

Her audience is primarily interested in lifestyle, food, and design content. They engage with sponsored posts and are drawn to creative, easy-to-make recipes.

Average

Audience Quality

20.9%

Suspicion Index

20.1%

Low-Quality %

89

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

28.2%

Empty Bio

19.4%

<10 Tweets

22.9%

Mass Following (>2K)

0.0%

New (<90 days)

36.3%

Low Ratio (<0.1)

0.0%

New (<180 days)

57.8%

No URL

11.9%

<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.

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Follower Reach & Influence

This account's followers have their own audiences, creating potential for secondary amplification.

58,571,221

Total Potential Reach

89

Median Follower Reach

385

75th Percentile Reach

12.4%

>1K followers

2.5%

>10K followers

0.9%

>50K followers

0.5%

>100K followers

Creator vs Consumer Split

Classification based on tweet activity: Creators (>100 tweets), Consumers (10-100 tweets), Dormant (<10 tweets).

59.9%

Creators

5,987 accounts

20.7%

Consumers

2,072 accounts

19.4%

Dormant

1,941 accounts

66

Verified Followers

0.66% of total

11.9%

Professional Bios

founder, dev, analyst, etc.

0.16

Median Follow Ratio

follower/following

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):

United States (208) New York, NY (177) Los Angeles, CA (170) London, England (101) California, USA (84) Chicago, IL (84) San Francisco, CA (79) New York, USA (70) Toronto, Ontario (57) Dallas, TX (55)

66

Verified Followers

0.66% of total

1,161

Protected Accounts

11.61% of total

8 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 14,094,144 Wrestler Wrestling, Motivation, Self-promotion
@Microsoft 12,938,287 Technology technology, empowerment, support
@FoodNetwork 6,064,123 Culinary TV cooking, baking, streaming
@6BillionPeople 2,024,972 - -
@ZachBoychuk 827,834 Hockey Player Hockey, Meme/NFT Trading, Ethereum
@NOH8Campaign 799,094 Activism equality, bullying, discrimination
@larrykim 727,003 Entrepreneur Startups, AdWords, Chatbots
@luxurytravel 720,473 Travel Blogger luxury travel, editor, blog
@shopDisney 591,318 - -
@Zoosk 512,837 Dating App dating, matchmaking, singles

Top Keywords in Follower Bios

fashion (563) life (454) love (385) blogger (347) lifestyle (327) mom (302) lover (302) beauty (266) travel (255) food (246)

Top Hashtags in Follower Bios

#fashion (40) #travel (26) #blogger (25) #beauty (25) #lifestyle (24) #food (18) #1 (17) #skincare (14) #socialmedia (12) #marketing (11)

7,178

Followers With Bio

2,822

Followers Without Bio

71.78%

% With Bio

28.22%

% 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.

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Viral Tweets

Top 5 by likes+RTs from 3,195 analyzed

760,427

Combined Engagement

0

Total Likes

760,427

Total Retweets

152,085

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

20%

With Hashtags

100%

With @Mentions

80%

With Links

Topical Analysis:

Lifestyle Food Design Branding Sponsored Content Creativity

Key Insights & Takeaways

She leverages sponsored content effectively, often partnering with brands like Ritz Crackers. Her audience responds well to food-related and lifestyle content. She balances personal storytelling with brand promotion in her tweets.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 91,676
  • + Strong original content creation
  • + 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 @byEmily reveals an well-established Twitter presence with 91,676 followers. The account demonstrates a content-creator strategy, averaging 388.1 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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About This Analysis: This analysis is based on a snapshot of followers, following, and recent tweets. It evaluates structure, quality, and behavior, not historical growth. Metrics like growth rate, momentum, churn, or spike analysis require time-series data which is not available from a single snapshot.

Data collected and analyzed by twtData | Analysis date: Dec 16, 2025