1. A well-sourced Wikipedia draft typically needs at least 3–5 strong independent articles to meet notability expectations. 2. Neutral tone and inline citation…

1. A 7-day structured plan of short, high-retention clips can create an organic spike in followers within days. 2. Achieving 50–80% completion rates dramatical…

1. Verification decisions rely on three core signals: authenticity, notability, and activity. 2. A single credible local or niche media mention can be as persu…

1. A verified TikTok account does not get direct payments from TikTok; the badge primarily signals authenticity. 2. Verification often increases trust and can…

1. Ten thousand followers does not equal a fixed paycheck — value depends on engagement, niche, and offers. 2. A modest 1% subscription rate at $5/month on 10,…

1. Accounts with modest follower counts can be verified if they have clear external notability and documentation. 2. Verification decisions focus more on ident…

1. Repetition risk: Posting identical captions and hashtag sets across multiple posts is a top reported trigger behind de-amplification. 2. Fast fix steps: Pau…

1. Use native analytics and A/B tests — they’re the most reliable way to detect reach drops. 2. Stop risky automation: mass follows, bulk DMs, and many auto-to…

1. A single copyrighted or flagged post can reduce an account’s reach by over 70% until it’s removed. 2. Pausing aggressive automation often restores distribut…

1. Test a suspected shadowban by asking an unrelated account to search your post — it’s the fastest way to confirm reduced visibility. 2. A focused 14-point ch…

1. The legacy GET trends/place endpoint returns up to 50 topics per location — this is the programmatic maximum. 2. Normalizing (NFKC + case folding + hashtag…

1. Use 3–5 targeted hashtags: precision beats quantity across platforms in 2025. 2. The right hashtags paired with matching audio and hooks boost early engagem…

1. At the snapshot time, AI-related tags (#AI and permutations) were the dominant cross-platform theme, appearing in news threads, tutorials, and creative edit…

1. The per-share offer was $54.20 — roughly a 38% premium over Twitter’s pre-offer market price. 2. Reported financing included about $13B in bank debt and rou…

1. You can view non-personalized Twitter trends instantly by opening an incognito browser or logging out — a tiny test that reveals a different reality. 2. Twe…

1. Two people in the same city can see different Twitter Trends because location, follows and interactions shape personalized results. 2. Simple experiments —…

1. A 7-day moving average often reveals persistent movement hidden by daily noise. 2. Decomposition (STL) separates trend from seasonality so you don’t mistake…

1. The first 24–48 hours are critical: most trends are decided within this window. 2. Coordinated diversity (many different accounts) beats a single megastar p…

1. City-level trends can emerge from just a few hundred concentrated tweets within 30–120 minutes. 2. Momentum (tweets-per-minute) and engagement mix (replies…

1. Trends favor rapid spikes: topics that surge in minutes or hours are more likely to appear than steady long-term conversations. 2. Personalization matters:…