Libera Global AI ✓

@LIBERA_GLOBALAI · joined 31 Jul 2015

Making Invisible Commerce Visible | Backed by @animocabrands

17 663Followers

2 679Following

4 235Posts total

1.3KViews on collected posts

โพสต์ล่าสุด

Libera Global AI ✓@LIBERA_GLOBALAI16 Jul

Planning gives organisations direction. Infrastructure gives them adaptability. Markets evolve continuously, and strategies must evolve with them. Infrastructure is what connects planning with execution, allowing organisations to respond to changing market conditions rather htt

286 views · 2 likes · 0 reposts · 4 replies Open on X →

Libera Global AI ✓@LIBERA_GLOBALAI4 Jul

@LIBERA_GLOBALAI When TGE? 14 views · 0 likes · 0 reposts · 0 replies Open on X →

Libera Global AI ✓@LIBERA_GLOBALAI1 Jul

Calculating is an integral part of FMCG. Lost sales are easy to measure. But lost trust is not. Neither is the lifetime value of customers who quietly disappeared after one too many empty shelves. https://t.co/xi8BzMC1Q0

GIF

316 views · 2 likes · 0 reposts · 3 replies Open on X →

Libera Global AI ✓@LIBERA_GLOBALAI4 Jun

Despite decades of retail modernisation, traditional trade continues to account for up to 80% of grocery and consumer goods sales across many emerging markets. The future of traditional trade is not replacement, but evolution. https://t.co/OlZLzBY7BA

300 views · 8 likes · 1 reposts · 4 replies Open on X →

Libera Global AI ✓@LIBERA_GLOBALAI28 May

Most AI in retail still focuses on analytics, layered on top of fragmented systems. But retail is driven by constant change and volatility that reports alone cannot reflect. Analytical AI helps businesses understand patterns. Operational AI helps businesses respond to them. htt

206 views · 4 likes · 0 reposts · 2 replies Open on X →

Libera Global AI ✓@LIBERA_GLOBALAI14 May

Across emerging markets, millions of consumers buy products one day at a time, not because they prefer smaller formats, but because they offer flexibility in uncertain economic conditions. As inflation and pricing pressure reshape retail, the shelf is becoming a real-time https:

210 views · 4 likes · 0 reposts · 4 replies Open on X →

เทียบกับบัญชีขนาดเดียวกัน

3 โพสต์จาก 90 วันที่ผ่านมา เทียบกับช่วง 10K–100K ผู้ติดตาม เข้าถึงคนน้อยกว่าบัญชีขนาดเดียวกัน.

ยอดดูมัธยฐาน286บัญชีนี้924ค่ามัธยฐานของ 10K–100K

การเข้าถึง, %1.62%บัญชีนี้3.62%ค่ามัธยฐานของ 10K–100K

การมีส่วนร่วม, %1.58%บัญชีนี้1.52%ค่ามัธยฐานของ 10K–100K

ตัวชี้วัด	บัญชีนี้	ค่ามัธยฐานของ 10K–100K	อัตราส่วน
ยอดดูมัธยฐานต่อโพสต์	286	924	0.31×
การเข้าถึง (ยอดดู ÷ ผู้ติดตาม)	1.62%	3.62%	0.45×
อัตราการมีส่วนร่วม	1.58%	1.52%	1.04×

บัญชีอื่นในช่วงนี้ → เปรียบเทียบกับบัญชีอื่น → ค่าอ้างอิงเหล่านี้คำนวณอย่างไร →

Growth & engagement

How the posts we collected actually performed: views and reaction rate post by post, what the audience did with them, and where the follower count goes.

Views per post

21014 May

20628 May

3004 Jun

3161 Jul

144 Jul

28616 Jul

Last 6 collected posts, oldest on the left. The scale is logarithmic: one post can outrun the rest a hundred times over.

Engagement rate per post

3.81%14 May

2.91%28 May

4.33%4 Jun

1.58%1 Jul

0.00%4 Jul

2.10%16 Jul

Reactions — likes, reposts, replies and quotes — divided by views. Median for 10K–100K accounts is 1.52%.

What the audience does

Likes52.6%20 in total

Reposts2.6%1 in total

Replies44.7%17 in total

Share of every reaction we collected for this account. Replies mean argument, reposts mean endorsement, bookmarks mean the post was worth keeping.

The follower curve appears once this account has two daily snapshots — we take one a day, and this one is on its first.