Amber Mac

Amber Mac

@ambermac

🤖Bestselling Author 👩‍💻Virtual Speaker, Moderator 🎬President, AmberMac Media 🎙Host #TheFeed @SiriusXM 🍵Sober since 01 🌱Board GFI 🏳️‍🌈❤️

Internet https://ambermac.com/ Joined 2007-02-12 Date of Analysis: Dec 16, 2025

128,248

Followers

37,570

Following

85,444

Tweets

491.2

Avg Engagement

6,185

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @ambermac'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: Macro Influencer (100K+)
  • Account Age:2007-02-12
  • Verification:No
  • Location:Internet

Data Summary

  • Tweets Analyzed:3,214
  • Avg Likes per Tweet:17.7
  • Avg Retweets per Tweet:473.5
  • Followers Analyzed:50,000

Engagement Analysis

Based on 3,214 tweets

Amber Mac's tweets typically receive a high number of likes and retweets, indicating a strong and active audience. Her content is well-received and often shared across platforms.

17.7

Avg Likes/Tweet

473.5

Avg Retweets/Tweet

56,829

Total Likes

1,521,840

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

1

Median Likes

2

Median Retweets

27

75th Percentile

560,896

Top Tweet

3.83

Engagement per 1K Followers

Normalized influence metric

Viral Spikes

Engagement Pattern

Few posts get most engagement

Posting Behavior

Content style and format preferences

Mixed

Balanced content approach

23.3%

Original

30.2%

Replies

36.7%

Retweets

9.9%

Quotes

0.0%

Threads

1.1%

With Media

39.0%

With Links

29.4%

With #Tags

73.4%

With @Mentions

17.5%

With Emojis

144

Avg Length

Audience Reaction Profile

Conversational

Engages heavily in discussions

1.3

Reply/Original Ratio

0.27

Quote/RT Ratio

Posting Rhythm

Somewhat Bursty

Occasional posting spikes

73.2%

Weekday Posts

26.8%

Weekend Posts

Top Hashtags

#thefeed (136) #siriusxm (74) #ai (57) #tplinkcanada (37) #betterwifi (36) #toronto (32) #twitter (31) #hurricanefiona (28) #pei (27) #angelsden (27)

Most Mentioned

@ambermac (308) @mbancroft80 (99) @sxmcanadatalks (85) @ericaehm (53) @lisakirbie (51) @cdhoweinstitute (45) @toptal (44) @itsviviankaye (43) @canadaslifeline (35) @chrisdick (34)

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Content Strategy Analysis

Based on 3,214 tweets

Content Type Distribution

Content Breakdown

Original Tweets 748 (23%)
Replies 971 (30%)
Retweets 1,178 (37%)
Quote Tweets 317 (10%)

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 1,178 retweets (37% 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 3,214 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 50,000 followers

Her audience includes individuals interested in politics, social issues, and personal development. They are likely engaged with content that sparks discussion and reflection.

Average

Audience Quality

20.6%

Suspicion Index

19.0%

Low-Quality %

177

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

26.9%

Empty Bio

17.1%

<10 Tweets

27.3%

Mass Following (>2K)

0.0%

New (<90 days)

32.5%

Low Ratio (<0.1)

0.0%

New (<180 days)

64.2%

No URL

11.2%

<3 Tweets

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Follower Reach & Influence

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

341,132,278

Total Potential Reach

177

Median Follower Reach

819

75th Percentile Reach

22.1%

>1K followers

5.1%

>10K followers

1.5%

>50K followers

0.8%

>100K followers

Creator vs Consumer Split

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

67.4%

Creators

33,678 accounts

15.5%

Consumers

7,751 accounts

17.1%

Dormant

8,571 accounts

1,121

Verified Followers

2.24% of total

18.6%

Professional Bios

founder, dev, analyst, etc.

0.2

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):

Toronto, Ontario (2,335) Canada (1,646) Toronto (1,297) Ontario, Canada (690) Ottawa, Ontario (579) United States (462) Toronto, Canada (449) Vancouver, British Columbia (275) Calgary, Alberta (271) Toronto, ON (250)

1,580

Verified Followers

1.56% of total

8,166

Protected Accounts

8.09% of total

10 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
@jimmyfallon 50,761,879 Comedian Comedy, TV, Music
@VancityReynolds 21,385,198 Actor gin, mobile, soccer
@JohnCena 14,101,595 Wrestler Wrestling, Motivation, Self-promotion
@GordonRamsay 7,696,609 Chef Cooking, Food, Restaurants
@GretaThunberg 5,812,823 Activist Climate activism, Environmentalism, Asperger's
@Lilly 5,249,924 Unknown Fun, Lilly, Having
@Alyssa_Milano 3,499,176 - -
@Variety 2,912,143 Entertainment industry Entertainment, Business, Variety
@nypost 2,908,086 News outlet news, features, sports
@MissMalini 2,617,151 Blogger Bollywood, Fashion, Beauty

Top Keywords in Follower Bios

love (3,516) marketing (3,232) life (3,033) business (2,853) tech (2,416) media (2,341) digital (2,235) lover (2,166) social (2,160) music (1,974)

Top Hashtags in Follower Bios

#marketing (266) #ai (259) #tech (218) #socialmedia (198) #1 (175) #toronto (145) #travel (130) #innovation (123) #technology (120) #entrepreneur (118)

70,935

Followers With Bio

30,063

Followers Without Bio

70.23%

% With Bio

29.77%

% 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 3,214 analyzed

759,600

Combined Engagement

0

Total Likes

759,600

Total Retweets

151,920

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

0%

With Hashtags

100%

With @Mentions

20%

With Links

Topical Analysis:

Politics Social Issues Personal Development Health Media Public Discourse

Key Insights & Takeaways

Her tweets often reflect personal experiences and opinions, which resonate with her audience. She frequently addresses social and political issues, indicating a focus on public discourse. Her engagement metrics suggest a loyal and interactive following.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 128,248
  • + 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 @ambermac reveals an well-established Twitter presence with 128,248 followers. The account demonstrates a conversation-first approach, averaging 491.2 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