Wes Gray 🇺🇸

Wes Gray 🇺🇸

@alphaarchitect

Marine. Ph.D. Dad x3. Blog/Education/Indexes/Tools: https://alphaarchitect.com/ ETFs: https://alphaarchitect.com/funds White Label ETFs: https://etfarchitect.com/ Grateful: #USMC #MFTF

Palmas Del Mar, PR https://alphaarchitect.com/ Joined 2011-02-01 Date of Analysis: Dec 16, 2025

46,607

Followers

3,461

Following

29,941

Tweets

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @alphaarchitect'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:2011-02-01
  • Verification:No
  • Location:Palmas Del Mar, PR

Data Summary

  • Followers Analyzed:46,505

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Audience Demographics

Based on 46,505 followers

Their audience includes investors, educators, and financial professionals interested in ETFs and market trends. They also engage with a community of like-minded individuals through their Twitter presence.

Average

Audience Quality

25.5%

Suspicion Index

28.4%

Low-Quality %

71

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

42.3%

Empty Bio

22.0%

<10 Tweets

20.4%

Mass Following (>2K)

0.0%

New (<90 days)

51.0%

Low Ratio (<0.1)

0.0%

New (<180 days)

80.2%

No URL

14.4%

<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.

105,952,096

Total Potential Reach

71

Median Follower Reach

266

75th Percentile Reach

9.9%

>1K followers

2.0%

>10K followers

0.6%

>50K followers

0.3%

>100K followers

Creator vs Consumer Split

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

58.3%

Creators

27,095 accounts

19.7%

Consumers

9,160 accounts

22.0%

Dormant

10,250 accounts

1,940

Verified Followers

4.17% of total

14.9%

Professional Bios

founder, dev, analyst, etc.

0.1

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):

New York, NY (599) United States (534) London, England (424) Chicago, IL (308) New York, USA (267) San Francisco, CA (232) India (223) Los Angeles, CA (221) London (208) Boston, MA (202)

1,940

Verified Followers

4.17% of total

6,271

Protected Accounts

13.48% 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 14,179,038 Wrestler Wrestling, Motivation, Self-promotion
@CryptoXMessi 4,363,936 TV Host Crypto, Altcoin, NFT
@6BillionPeople 2,008,512 - -
@KameronBennett 1,796,562 DJ Music, DJing, Booking
@AndrewYang 1,660,248 Entrepreneur Entrepreneur, UBI, Human-Centered Economy
@APompliano 1,639,644 Entrepreneur Entrepreneurship, Investing, Learning
@Ricamconsult 1,512,152 Economista Economia, Humor, Influência
@unusual_whales 1,445,811 Finance Trading Stocks, Options, Crypto
@SinghLions 1,318,649 Restaurateur Food, Travel, Influencer
@pmarca 1,284,429 Investor Tucked shirt

Top Keywords in Follower Bios

financial (1,887) investor (1,574) investment (1,562) finance (1,328) advice (1,118) investing (1,032) trader (937) markets (830) life (817) tweets (756)

Top Hashtags in Follower Bios

#bitcoin (257) #fintech (73) #crypto (67) #investing (65) #ai (63) #finance (54) #btc (53) #blockchain (37) #fintwit (36) #trading (34)

26,808

Followers With Bio

19,697

Followers Without Bio

57.65%

% With Bio

42.35%

% 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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Key Insights & Takeaways

They focus on educational content and tools for investors. They promote various ETFs and white-label ETFs. They engage with their audience through hashtags like #USMC and #MFTF.

Strengths

  • + Established follower base of 46,607
  • + 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 @alphaarchitect reveals an growing Twitter presence with 46,607 followers. The account demonstrates a content-creator strategy, averaging 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