provider: openai_compatible | deep: glm-5.3-flash | quick: glm-5.3-flash
Analyzing TLK for 2026-10-16
================================ Human Message =================================
TLK
================================== Ai Message ==================================
I'll analyze TLK (PT Telekomunikasi Indonesia Tbk). First, let me retrieve the stock price data, then select and compute relevant indicators.
Tool Calls:
get_stock_data (chatcmpl-tool-86e511de29777244)
Call ID: chatcmpl-tool-86e511de29777244
Args:
end_date: 2026-10-16
start_date: 2025-10-16
symbol: TLK
================================= Tool Message =================================
Name: get_stock_data
Date,Open,High,Low,Close,Volume,Dividends,Stock Splits
2025-10-16,16.76,16.78,16.35,16.66,784000,0.0,0.0
2025-10-17,16.37,16.59,16.3,16.58,474700,0.0,0.0
2025-10-20,16.71,16.78,16.57,16.69,389400,0.0,0.0
2025-10-21,18.03,18.15,17.98,18.03,736400,0.0,0.0
2025-10-22,17.54,17.89,17.54,17.74,611800,0.0,0.0
2025-10-23,18.4,18.83,18.37,18.75,1051000,0.0,0.0
2025-10-24,18.51,18.63,18.43,18.56,425900,0.0,0.0
2025-10-27,18.75,18.75,18.38,18.55,287500,0.0,0.0
2025-10-28,18.75,18.92,18.68,18.91,364900,0.0,0.0
2025-10-29,18.46,18.47,18.28,18.44,393300,0.0,0.0
2025-10-30,18.21,18.28,17.78,18.01,644600,0.0,0.0
2025-10-31,17.76,18.15,17.75,18.08,606000,0.0,0.0
2025-11-03,18.63,18.69,18.46,18.63,529500,0.0,0.0
2025-11-04,19.06,19.22,18.89,18.96,1113200,0.0,0.0
2025-11-05,19.29,19.41,19.18,19.33,646500,0.0,0.0
2025-11-06,19.24,19.24,18.83,18.9,419700,0.0,0.0
2025-11-07,19.18,19.18,18.98,19.09,329900,0.0,0.0
2025-11-10,19.15,19.18,19.04,19.11,294500,0.0,0.0
2025-11-11,19.39,19.56,19.31,19.52,339300,0.0,0.0
2025-11-12,19.59,19.71,19.43,19.58,418100,0.0,0.0
2025-11-13,19.39,19.4,18.91,18.99,349900,0.0,0.0
2025-11-14,19.24,19.47,19.2,19.36,637100,0.0,0.0
2025-11-17,19.71,19.71,19.4,19.45,967000,0.0,0.0
2025-11-18,19.61,19.79,19.58,19.66,788600,0.0,0.0
2025-11-19,19.84,19.95,19.53,19.7,797900,0.0,0.0
2025-11-20,19.84,19.9,19.43,19.48,595100,0.0,0.0
2025-11-21,19.18,19.44,19.11,19.31,361800,0.0,0.0
2025-11-24,20.03,20.25,19.85,20.21,755400,0.0,0.0
2025-11-25,20.31,20.49,20.12,20.47,517100,0.0,0.0
2025-11-26,20.56,20.67,20.47,20.64,278900,0.0,0.0
2025-11-28,19.75,19.89,19.38,19.89,407500,0.0,0.0
2025-12-01,20.11,20.31,20.07,20.27,540900,0.0,0.0
2025-12-02,19.95,20.01,19.82,19.91,361500,0.0,0.0
2025-12-03,19.86,20.18,19.75,20.1,331100,0.0,0.0
2025-12-04,20.21,20.29,20.13,20.23,342700,0.0,0.0
2025-12-05,20.32,20.52,20.07,20.15,362600,0.0,0.0
2025-12-08,19.98,20.06,19.84,20.05,303400,0.0,0.0
2025-12-09,19.91,19.97,19.8,19.83,382200,0.0,0.0
2025-12-10,20.1,20.3,20.04,20.27,274800,0.0,0.0
2025-12-11,19.94,20.08,19.86,19.93,286700,0.0,0.0
2025-12-12,19.82,19.83,19.64,19.82,356900,0.0,0.0
2025-12-15,19.4,19.63,19.38,19.54,453900,0.0,0.0
2025-12-16,19.58,19.81,19.58,19.69,498000,0.0,0.0
2025-12-17,19.54,19.75,19.49,19.66,547300,0.0,0.0
2025-12-18,19.46,19.57,19.26,19.38,610100,0.0,0.0
2025-12-19,19.04,19.3,18.94,19.27,848400,0.0,0.0
2025-12-22,19.26,19.33,19.15,19.23,323200,0.0,0.0
2025-12-23,19.23,19.33,19.16,19.33,273500,0.0,0.0
2025-12-24,19.22,19.49,19.21,19.47,151600,0.0,0.0
2025-12-26,19.67,19.68,19.5,19.58,367400,0.0,0.0
2025-12-29,19.39,19.55,19.35,19.48,505500,0.0,0.0
2025-12-30,19.47,19.56,19.41,19.42,300200,0.0,0.0
2025-12-31,19.37,19.47,19.34,19.43,236900,0.0,0.0
2026-01-02,19.42,19.49,19.26,19.46,398100,0.0,0.0
2026-01-05,19.59,19.89,19.59,19.81,513900,0.0,0.0
2026-01-06,19.58,19.74,19.4,19.71,547500,0.0,0.0
2026-01-07,19.75,19.81,19.45,19.64,438600,0.0,0.0
2026-01-08,19.49,19.76,19.49,19.75,456000,0.0,0.0
2026-01-09,19.35,19.36,19.03,19.18,562400,0.0,0.0
2026-01-12,19.39,19.84,19.34,19.74,632100,0.0,0.0
2026-01-13,19.97,20.19,19.92,20.13,460300,0.0,0.0
2026-01-14,20.17,20.36,20.1,20.28,454000,0.0,0.0
2026-01-15,20.13,20.15,19.95,20.14,377200,0.0,0.0
2026-01-16,20.24,20.24,19.98,20.07,341000,0.0,0.0
2026-01-20,19.82,20.14,19.73,20.0,492300,0.0,0.0
2026-01-21,19.88,20.08,19.59,20.08,827700,0.0,0.0
2026-01-22,20.52,21.19,20.31,21.04,897100,0.0,0.0
2026-01-23,20.97,20.97,20.61,20.72,491100,0.0,0.0
2026-01-26,21.03,21.17,20.94,21.01,358200,0.0,0.0
2026-01-27,21.6,21.71,21.47,21.63,415300,0.0,0.0
2026-01-28,19.26,19.41,18.92,18.93,812300,0.0,0.0
2026-01-29,18.93,19.39,18.93,19.24,732100,0.0,0.0
2026-01-30,19.61,19.71,19.39,19.49,394900,0.0,0.0
2026-02-02,19.36,19.47,19.22,19.3,410900,0.0,0.0
2026-02-03,19.2,19.56,19.18,19.42,613200,0.0,0.0
2026-02-04,18.83,18.83,18.49,18.73,534100,0.0,0.0
2026-02-05,18.27,18.38,18.15,18.35,756900,0.0,0.0
2026-02-06,18.46,18.93,18.41,18.91,363300,0.0,0.0
2026-02-09,18.88,19.09,18.69,19.06,755300,0.0,0.0
2026-02-10,19.0,19.21,18.99,19.11,672800,0.0,0.0
2026-02-11,19.48,19.59,19.3,19.54,329000,0.0,0.0
2026-02-12,19.56,19.61,19.28,19.56,449400,0.0,0.0
2026-02-13,19.11,19.36,19.06,19.3,591600,0.0,0.0
2026-02-17,19.3,19.63,19.3,19.5,723800,0.0,0.0
2026-02-18,19.46,19.56,19.24,19.27,476100,0.0,0.0
2026-02-19,19.2,19.36,19.1,19.23,364100,0.0,0.0
2026-02-20,19.22,19.4,19.02,19.38,375900,0.0,0.0
2026-02-23,19.52,19.74,19.49,19.63,327100,0.0,0.0
2026-02-24,19.58,19.71,19.36,19.66,794100,0.0,0.0
2026-02-25,19.76,19.98,19.73,19.98,564600,0.0,0.0
2026-02-26,20.02,20.07,19.64,19.88,1969300,0.0,0.0
2026-02-27,19.69,19.82,19.59,19.63,816600,0.0,0.0
2026-03-02,19.14,19.25,18.95,19.16,1005300,0.0,0.0
2026-03-03,18.73,19.13,18.63,19.11,1161100,0.0,0.0
2026-03-04,18.23,18.77,18.18,18.6,1660300,0.0,0.0
2026-03-05,18.19,18.24,17.83,18.02,850600,0.0,0.0
2026-03-06,17.54,17.87,17.54,17.75,694200,0.0,0.0
2026-03-09,17.21,17.7,17.07,17.67,868000,0.0,0.0
2026-03-10,16.76,17.17,16.49,17.03,1364600,0.0,0.0
2026-03-11,16.6,16.77,16.59,16.74,1232400,0.0,0.0
2026-03-12,16.62,16.71,16.49,16.58,833200,0.0,0.0
2026-03-13,16.52,16.63,16.29,16.41,1128500,0.0,0.0
2026-03-16,16.4,16.53,16.36,16.44,1015800,0.0,0.0
2026-03-17,16.64,16.96,16.62,16.83,822600,0.0,0.0
2026-03-18,16.78,16.88,16.67,16.69,441700,0.0,0.0
2026-03-19,16.53,16.91,16.53,16.85,324500,0.0,0.0
2026-03-20,16.85,16.96,16.65,16.72,831700,0.0,0.0
2026-03-23,16.92,17.4,16.87,17.2,760800,0.0,0.0
2026-03-24,17.11,17.42,17.03,17.23,779200,0.0,0.0
2026-03-25,18.02,18.13,17.59,17.64,540500,0.0,0.0
2026-03-26,17.4,17.53,17.29,17.32,468300,0.0,0.0
2026-03-27,16.92,17.05,16.67,16.73,929800,0.0,0.0
2026-03-30,16.92,17.07,16.67,16.76,708700,0.0,0.0
2026-03-31,16.95,17.27,16.93,17.24,494700,0.0,0.0
2026-04-01,17.29,17.46,17.26,17.35,740000,0.0,0.0
2026-04-02,17.21,17.35,17.15,17.32,408100,0.0,0.0
2026-04-06,17.31,17.33,17.16,17.18,370800,0.0,0.0
2026-04-07,16.9,17.2,16.83,17.09,632100,0.0,0.0
2026-04-08,17.51,17.75,17.36,17.47,582100,0.0,0.0
2026-04-09,17.31,17.56,17.31,17.46,573400,0.0,0.0
2026-04-10,17.53,17.53,17.32,17.33,580200,0.0,0.0
2026-04-13,17.21,17.23,16.97,17.21,732900,0.0,0.0
2026-04-14,17.15,17.15,16.72,17.0,851100,0.0,0.0
2026-04-15,16.92,17.05,16.82,16.99,742200,0.0,0.0
2026-04-16,16.95,17.13,16.95,17.06,517700,0.0,0.0
2026-04-17,16.84,17.18,16.84,17.08,839700,0.0,0.0
2026-04-20,16.98,16.98,16.71,16.77,1485200,0.0,0.0
2026-04-21,16.34,16.36,16.0,16.08,932200,0.0,0.0
2026-04-22,16.19,16.38,16.15,16.32,668800,0.0,0.0
2026-04-23,15.69,15.98,15.58,15.89,1487100,0.0,0.0
2026-04-24,15.33,15.52,15.25,15.4,1302500,0.0,0.0
2026-04-27,15.41,15.68,15.4,15.54,1575500,0.0,0.0
2026-04-28,15.23,15.4,15.16,15.4,1491700,0.0,0.0
2026-04-29,15.31,15.53,15.26,15.4,861100,0.0,0.0
2026-04-30,15.28,15.64,15.24,15.61,1203300,0.0,0.0
2026-05-01,15.7,15.71,15.35,15.36,1498600,0.0,0.0
2026-05-04,15.43,15.65,15.43,15.53,742900,0.0,0.0
2026-05-05,15.56,15.64,15.39,15.47,746500,0.0,0.0
2026-05-06,15.62,15.79,15.51,15.74,887600,0.0,0.0
2026-05-07,15.72,15.86,15.67,15.68,578600,0.0,0.0
2026-05-08,15.76,15.89,15.74,15.84,468500,0.0,0.0
2026-05-11,15.84,16.01,15.7,15.76,454600,0.0,0.0
2026-05-12,15.6,15.67,15.46,15.62,673500,0.0,0.0
2026-05-13,15.62,15.81,15.52,15.64,545700,0.0,0.0
2026-05-14,15.76,15.76,15.47,15.54,514900,0.0,0.0
2026-05-15,15.6,15.6,15.22,15.29,733800,0.0,0.0
2026-05-18,15.88,16.04,15.74,15.99,696100,0.0,0.0
2026-05-19,15.98,16.13,15.84,15.93,688500,0.0,0.0
2026-05-20,16.15,16.22,16.04,16.1,745500,0.0,0.0
2026-05-21,15.84,15.9,15.64,15.84,778000,0.0,0.0
2026-05-22,15.23,15.31,15.03,15.09,1266200,0.0,0.0
2026-05-26,15.78,15.8,15.28,15.32,1008600,0.0,0.0
2026-05-27,15.36,15.54,15.31,15.37,796000,0.0,0.0
2026-05-28,15.24,15.46,15.22,15.36,1236100,0.0,0.0
2026-05-29,15.25,15.29,15.06,15.16,927100,0.0,0.0
2026-06-01,15.22,15.28,15.0,15.1,1375700,0.0,0.0
2026-06-02,15.12,15.12,14.88,15.05,843000,0.0,0.0
2026-06-03,14.76,14.81,14.44,14.45,1180900,0.0,0.0
2026-06-04,14.69,14.96,14.65,14.79,682700,0.0,0.0
2026-06-05,14.33,14.42,14.2,14.34,1139800,0.0,0.0
2026-06-08,12.64,13.43,12.6,12.99,3054100,0.0,0.0
2026-06-09,13.4,13.66,13.23,13.57,1193900,0.0,0.0
2026-06-10,14.21,14.46,14.08,14.15,1650900,0.0,0.0
2026-06-11,14.68,14.75,14.43,14.66,1469700,0.0,0.0
2026-06-12,14.78,14.97,14.64,14.64,1890800,0.0,0.0
2026-06-15,15.02,15.13,14.81,14.85,1017800,0.0,0.0
2026-06-16,14.92,14.96,14.73,14.8,771100,0.0,0.0
2026-06-17,15.09,15.13,14.53,14.63,1982800,0.0,0.0
2026-06-18,14.88,14.93,14.69,14.88,2069600,1.221,0.0
2026-06-22,14.22,14.39,14.08,14.12,1183800,0.0,0.0
2026-06-23,14.27,14.45,14.1,14.43,984600,0.0,0.0
2026-06-24,14.04,14.27,14.01,14.23,1104300,0.0,0.0
2026-06-25,14.2,14.31,14.11,14.19,907800,0.0,0.0
2026-06-26,14.04,14.16,13.9,14.08,1404200,0.0,0.0
2026-06-29,13.85,13.85,13.56,13.67,1580100,0.0,0.0
2026-06-30,13.4,13.54,13.23,13.43,1422400,0.0,0.0
2026-07-01,13.74,13.81,13.69,13.73,752700,0.0,0.0
2026-07-02,13.92,13.99,13.83,13.89,876100,0.0,0.0
2026-07-06,13.92,14.0,13.86,13.95,551300,0.0,0.0
2026-07-07,14.09,14.17,13.9,13.95,717900,0.0,0.0
2026-07-08,13.96,14.1,13.92,14.06,790000,0.0,0.0
2026-07-09,14.05,14.09,13.88,14.06,557000,0.0,0.0
2026-07-10,13.95,13.95,13.81,13.91,846100,0.0,0.0
2026-07-13,14.02,14.12,13.96,13.98,558300,0.0,0.0
2026-07-14,14.17,14.28,14.1,14.12,1040400,0.0,0.0
2026-07-15,14.06,14.22,14.02,14.14,682800,0.0,0.0
2026-07-16,14.15,14.32,14.15,14.27,612000,0.0,0.0
2026-07-17,14.69,14.84,14.6,14.62,954300,0.0,0.0
2026-07-20,14.92,15.09,14.92,14.96,970100,0.0,0.0
2026-07-21,15.04,15.21,14.95,14.95,1105200,0.0,0.0
2026-07-22,15.03,15.04,14.79,14.87,552800,0.0,0.0
2026-07-23,14.73,14.73,14.36,14.36,912300,0.0,0.0
2026-07-24,14.48,14.51,14.39,14.42,700900,0.0,0.0
2026-07-27,14.42,14.54,14.37,14.45,841600,0.0,0.0
2026-07-28,14.33,14.61,14.33,14.39,746900,0.0,0.0
2026-07-29,14.35,14.53,14.31,14.37,800900,0.0,0.0
2026-07-30,14.71,14.71,14.43,14.56,715200,0.0,0.0
2026-07-31,14.43,14.92,14.33,14.66,981200,0.0,0.0
2026-08-03,15.04,15.3,14.95,15.18,928700,0.0,0.0
2026-08-04,15.33,15.38,15.22,15.27,1039600,0.0,0.0
2026-08-05,15.16,15.16,14.69,14.8,732400,0.0,0.0
2026-08-06,14.76,15.01,14.7,14.98,686500,0.0,0.0
2026-08-07,15.1,15.2,14.98,15.1,755900,0.0,0.0
2026-08-10,14.85,14.95,14.78,14.95,589000,0.0,0.0
2026-08-11,14.7,14.74,14.54,14.63,762000,0.0,0.0
2026-08-12,14.59,14.66,14.53,14.64,629100,0.0,0.0
2026-08-13,14.74,14.74,14.61,14.69,627300,0.0,0.0
2026-08-14,14.83,14.88,14.74,14.84,372800,0.0,0.0
2026-08-17,14.77,14.88,14.75,14.83,449300,0.0,0.0
2026-08-18,14.8,14.89,14.61,14.61,577000,0.0,0.0
2026-08-19,14.72,14.9,14.71,14.74,474000,0.0,0.0
2026-08-20,14.65,14.73,14.57,14.7,575700,0.0,0.0
2026-08-21,14.79,15.03,14.79,14.99,455800,0.0,0.0
2026-08-24,14.94,15.08,14.94,15.02,428100,0.0,0.0
2026-08-25,15.0,15.22,14.95,15.2,925900,0.0,0.0
2026-08-26,14.89,14.93,14.66,14.71,555300,0.0,0.0
2026-08-27,14.67,14.72,14.52,14.54,414500,0.0,0.0
2026-08-28,14.65,14.7,14.53,14.58,436100,0.0,0.0
2026-08-31,14.74,14.78,14.54,14.58,521000,0.0,0.0
2026-09-01,14.63,14.86,14.63,14.74,382900,0.0,0.0
2026-09-02,14.72,14.85,14.67,14.73,563900,0.0,0.0
2026-09-03,14.84,14.88,14.71,14.81,520200,0.0,0.0
2026-09-04,14.85,14.95,14.77,14.85,824200,0.0,0.0
2026-09-08,14.99,15.13,14.99,15.08,418100,0.0,0.0
2026-09-09,15.19,15.19,14.95,15.0,580900,0.0,0.0
2026-09-10,14.92,15.04,14.92,14.99,505800,0.0,0.0
2026-09-11,15.05,15.05,14.91,14.94,514000,0.0,0.0
2026-09-14,15.2,15.28,15.15,15.26,481300,0.0,0.0
2026-09-15,15.26,15.29,15.02,15.03,1079800,0.0,0.0
2026-09-16,14.94,14.99,14.62,14.66,711400,0.0,0.0
2026-09-17,14.65,14.67,14.19,14.24,1162300,0.0,0.0
2026-09-18,14.13,14.28,14.05,14.17,1535700,0.0,0.0
2026-09-21,14.22,14.22,13.85,13.87,747300,0.0,0.0
2026-09-22,13.88,13.88,13.67,13.67,867400,0.0,0.0
2026-09-23,13.68,13.68,13.42,13.47,829100,0.0,0.0
2026-09-24,13.47,13.51,13.3,13.3,943300,0.0,0.0
2026-09-25,13.34,13.47,13.27,13.34,723700,0.0,0.0
2026-09-28,13.2,13.28,13.17,13.23,732200,0.0,0.0
2026-09-29,13.19,13.22,13.11,13.2,640900,0.0,0.0
2026-09-30,12.94,12.98,12.74,12.75,1447500,0.0,0.0
2026-10-01,12.65,12.65,12.38,12.42,1219100,0.0,0.0
2026-10-02,12.56,12.7,12.47,12.55,1068800,0.0,0.0
2026-10-05,12.8,13.0,12.73,12.89,1002500,0.0,0.0
2026-10-06,12.86,12.9,12.71,12.86,1021900,0.0,0.0
2026-10-07,12.85,13.16,12.82,13.04,1019900,0.0,0.0
2026-10-08,12.8,12.95,12.76,12.88,1067400,0.0,0.0
2026-10-09,12.97,13.0,12.78,12.83,852000,0.0,0.0
2026-10-12,12.7,12.85,12.7,12.78,621900,0.0,0.0
2026-10-13,12.67,12.8,12.62,12.65,964900,0.0,0.0
2026-10-14,12.59,12.76,12.56,12.74,981100,0.0,0.0
2026-10-15,12.75,12.92,12.69,12.78,5682200,0.0,0.0
================================== Ai Message ==================================
I have the full year of price data. The picture is clear: TLK has been in a sustained downtrend through 2026 (from ~$21.63 high in late January to ~$12.78 now). Let me select a complementary set of indicators for this downtrending, moderate-volatility context and pull them all now, along with the verification snapshot.
My selected indicator set (8, complementary, non-redundant):
1. close_200_sma – long-term trend benchmark (strategic bear/bull confirmation)
2. close_50_sma – medium-term trend direction/dynamic resistance
3. close_10_ema – short-term momentum shifts for timely entries
4. macd – momentum trend-change detection
5. macds – signal line for MACD crossover triggers
6. rsi – momentum extremes/divergence
7. boll_lb – oversold/capitulation zones (relevant in downtrends)
8. atr – volatility for stop-loss/position sizing
Tool Calls:
get_indicators (chatcmpl-tool-9ee4cd1f7c5c2c80)
Call ID: chatcmpl-tool-9ee4cd1f7c5c2c80
Args:
curr_date: 2026-10-16
indicator: close_200_sma
look_back_days: 90
symbol: TLK
get_indicators (chatcmpl-tool-badf295130cfdcf1)
Call ID: chatcmpl-tool-badf295130cfdcf1
Args:
curr_date: 2026-10-16
indicator: close_50_sma
look_back_days: 60
symbol: TLK
get_indicators (chatcmpl-tool-8b4cc6946dff303d)
Call ID: chatcmpl-tool-8b4cc6946dff303d
Args:
curr_date: 2026-10-16
indicator: close_10_ema
look_back_days: 30
symbol: TLK
get_indicators (chatcmpl-tool-8d617d06dc78cadf)
Call ID: chatcmpl-tool-8d617d06dc78cadf
Args:
curr_date: 2026-10-16
indicator: macd
look_back_days: 60
symbol: TLK
get_indicators (chatcmpl-tool-b387aeb8b3b7cafa)
Call ID: chatcmpl-tool-b387aeb8b3b7cafa
Args:
curr_date: 2026-10-16
indicator: macds
look_back_days: 60
symbol: TLK
get_indicators (chatcmpl-tool-be7ca4820fb4b832)
Call ID: chatcmpl-tool-be7ca4820fb4b832
Args:
curr_date: 2026-10-16
indicator: rsi
look_back_days: 30
symbol: TLK
get_indicators (chatcmpl-tool-808954997b8b13e0)
Call ID: chatcmpl-tool-808954997b8b13e0
Args:
curr_date: 2026-10-16
indicator: boll_lb
look_back_days: 30
symbol: TLK
get_indicators (chatcmpl-tool-b17be241d5fd24f6)
Call ID: chatcmpl-tool-b17be241d5fd24f6
Args:
curr_date: 2026-10-16
indicator: atr
look_back_days: 30
symbol: TLK
================================= Tool Message =================================
Name: get_indicators
2026-10-16: N/A: Not a trading day (weekend or holiday)
2026-10-15: 0.25571023854166064
2026-10-14: 0.2576879110517388
2026-10-13: 0.2621254573430159
2026-10-12: 0.2684427767404955
2026-10-11: N/A: Not a trading day (weekend or holiday)
2026-10-10: N/A: Not a trading day (weekend or holiday)
2026-10-09: 0.27755371555094976
2026-10-08: 0.28198090389880676
2026-10-07: 0.28213330166246947
2026-10-06: 0.2776820054374371
2026-10-05: 0.28442680736467835
2026-10-04: N/A: Not a trading day (weekend or holiday)
2026-10-03: N/A: Not a trading day (weekend or holiday)
2026-10-02: 0.2716904226031046
2026-10-01: 0.27105124488248256
2026-09-30: 0.2634398109842826
2026-09-29: 0.2483197935102295
2026-09-28: 0.2581905556603178
2026-09-27: N/A: Not a trading day (weekend or holiday)
2026-09-26: N/A: Not a trading day (weekend or holiday)
2026-09-25: 0.2649744386885003
2026-09-24: 0.2699724871056821
2026-09-23: 0.2745857524101982
2026-09-22: 0.27570771575853376
2026-09-21: 0.2807621524978846
2026-09-20: N/A: Not a trading day (weekend or holiday)
2026-09-19: N/A: Not a trading day (weekend or holiday)
2026-09-18: 0.2738977114931771
2026-09-17: 0.27727449374370394
2026-09-16: 0.2616801858847085
ATR: Averages true range to measure volatility. Usage: Set stop-loss levels and adjust position sizes based on current market volatility. Tips: It's a reactive measure, so use it as part of a broader risk management strategy.
================================== Ai Message ==================================
All indicators are retrieved. Now let me get the verified market snapshot as the source of truth before writing the final report.
Tool Calls:
get_verified_market_snapshot (chatcmpl-tool-8ad1f64a32563036)
Call ID: chatcmpl-tool-8ad1f64a32563036
Args:
curr_date: 2026-10-16
look_back_days: 30
symbol: TLK
================================= Tool Message =================================
Name: get_verified_market_snapshot
| Field | Value |
|---|---|
| Open | 12.75 |
| High | 12.92 |
| Low | 12.69 |
| Close | 12.78 |
| Volume | 5682200 |
| Indicator | Value |
|---|---|
| close_10_ema | 12.86 |
| close_50_sma | 14.12 |
| close_200_sma | 16.07 |
| rsi | 34.91 |
| boll | 13.07 |
| boll_ub | 13.98 |
| boll_lb | 12.16 |
| macd | -0.42 |
| macds | -0.45 |
| macdh | 0.03 |
| atr | 0.26 |
| Date | Close |
|---|---|
| 2026-09-03 | 14.81 |
| 2026-09-04 | 14.85 |
| 2026-09-08 | 15.08 |
| 2026-09-09 | 15.00 |
| 2026-09-10 | 14.99 |
| 2026-09-11 | 14.94 |
| 2026-09-14 | 15.26 |
| 2026-09-15 | 15.03 |
| 2026-09-16 | 14.66 |
| 2026-09-17 | 14.24 |
| 2026-09-18 | 14.17 |
| 2026-09-21 | 13.87 |
| 2026-09-22 | 13.67 |
| 2026-09-23 | 13.47 |
| 2026-09-24 | 13.30 |
| 2026-09-25 | 13.34 |
| 2026-09-28 | 13.23 |
| 2026-09-29 | 13.20 |
| 2026-09-30 | 12.75 |
| 2026-10-01 | 12.42 |
| 2026-10-02 | 12.55 |
| 2026-10-05 | 12.89 |
| 2026-10-06 | 12.86 |
| 2026-10-07 | 13.04 |
| 2026-10-08 | 12.88 |
| 2026-10-09 | 12.83 |
| 2026-10-12 | 12.78 |
| 2026-10-13 | 12.65 |
| 2026-10-14 | 12.74 |
| 2026-10-15 | 12.78 |
Use this snapshot as the source of truth for exact OHLCV, price-level, and indicator-value claims. If another tool output conflicts with it, flag the discrepancy rather than inventing a reconciled number. Do not claim historical validation, support/resistance bounces, or exact percentage moves unless directly supported by tool output with concrete dates and prices.
================================== Ai Message ==================================
Analysis date: 2026-10-16 | Latest verified trading row: 2026-10-15 (Close $12.78)
Data note: The requested date 2026-10-16 has no completed trading row in the verified snapshot; the latest verified OHLCV row is 2026-10-15. All exact price/indicator claims below are anchored to that row or to tool output with explicit dates. The verified snapshot is consistent with my indicator series (e.g., snapshot macd −0.42 / macds −0.45 / macdh 0.03 vs. indicator series −0.4245 / −0.4517 / +0.0273; ATR 0.26 vs. 0.2557; Bollinger lower band 12.16 vs. 12.158). No material discrepancies to flag.
TLK has suffered a severe, persistent downtrend over the past year:
Moving-average alignment — a textbook bearish stack (all verified):
| Benchmark | Value (2026-10-15) | Price vs. benchmark |
|---|---|---|
| 200 SMA | 16.07 (falling ~0.02/day since 9/30's 16.44) | −20.5% |
| 50 SMA | 14.12 (declining from 14.49 in late Aug) | −9.5% |
| 10 EMA | 12.86 (flattening) | −0.6% |
Price sits below all three, and both the 200 SMA and 50 SMA are rolling over. This is a confirmed, strategically bearish configuration with no structural reversal yet.
I selected 8 complementary, non-redundant indicators spanning trend (200 SMA, 50 SMA, 10 EMA), momentum (MACD, MACD Signal, RSI), mean-reversion/oversold (Bollinger Lower Band), and risk (ATR):
a) 200 SMA (16.07) — Strategic filter: price is >20% below a falling long-term benchmark. Any long thesis here is counter-trend until price reclaims this zone; it also frames the "death cross" environment (50 SMA far below 200 SMA and diverging).
b) 50 SMA (14.12) — Medium-term dynamic resistance: the September bounce attempt died below this line (closes peaked at $15.26 on 9/14, then rolled over). It now caps rallies from ~$14.1.
c) 10 EMA (12.86) — Short-term trigger line: price is only −0.6% below it, and the EMA's slope has decelerated sharply (13.12 on 10/5 → 12.86 now). A daily close above ~12.87 would be the first short-term momentum reclaim of the year's decline.
d/e) MACD (−0.42) & MACD Signal (−0.45) — The most important tactical development: tracing the two series, the MACD line crossed above its signal line on 2026-10-13 (gap: −0.057 on 10/7 → +0.001 on 10/13 → +0.027 histogram on 10/15). This is a bullish crossover — but in deeply negative territory, so it signals a deceleration of the down-leg / early bottoming attempt, not a confirmed trend reversal. Historical crossovers of this type in persistent downtrends frequently fail.
f) RSI (34.91) — Momentum context: RSI was entrenched below 30 for roughly two weeks (29.99 on 9/22 → low of 18.24 on 10/1 — deeply oversold), then recovered above 30 (31.96 on 10/5) and has oscillated 31–36 since. At ~35, RSI is no longer oversold but remains below the 40–50 zone that would typify genuine momentum repair. Critically, RSI bottomed after price's first bounce attempt, which is consistent with capitulation exhaustion rather than a strong reversal signal.
g) Bollinger Lower Band (12.16; mid-band 13.07, upper 13.98) — The 10/1 close ($12.42) pierced below the then-lower band ($12.34) — a classic capitulation extreme. Price has since closed above the band for ten consecutive sessions while the band has stabilized (11.93 on 10/12 → 12.16 now). Price remains in the lower half of the bands (below mid-band 13.07), so mean-reversion is only partially complete.
h) ATR (0.26 ≈ 2.0% of price) — Volatility is compressing (0.284 on 10/5 → 0.256 on 10/15) as the stock bases between $12.65–$13.04. Practical use: a 2×ATR stop below the close sits near $12.27; daily ranges of ~$0.26 mean tight stops will be shaken out by noise.
Support:
- $12.38–$12.42 — the 10/1 capitulation low; the line in the sand for the bounce thesis.
- $12.16 — current Bollinger lower band (oversold marker).
- $12.27 — 2×ATR stop zone below the last close.
Resistance:
- $12.86–$13.07 — 10 EMA + Bollinger mid-band + the 10/7 bounce high ($13.04). This cluster is the key battleground; a confirmed close above $13.07 with follow-through would validate the bottoming attempt.
- $13.98 — Bollinger upper band.
- $14.12 — 50 SMA, the ceiling that killed the September bounce; above that, $14.6–$15.3 (September distribution zone).
Scenarios:
- Base case (bear): The dominant downtrend (price < falling 50SMA < falling 200 SMA, −20% vs. 200SMA) resumes. Failure at $13.07, then a break below $12.38 opens the Bollinger band lower bound (12.16) and uncharted downside below $12.
- Bull case (tactical): The MACD bull cross (10/13), RSI recovery from 18.2, band reclaim, decelerating ATR, and the 5.68M-volume print on 10/15 combine into a credible bottoming attempt. Confirmation requires: a close > $13.07, ideally with the 10 EMA turning up and a successful higher low above $12.38. Only then does a counter-trend long offer acceptable risk/reward toward $14.1 (50 SMA).
- Dividend consideration: TLK pays a large dividend (last: $1.221, ex 6/18/2026); total-return investors must weigh that against continuing price erosion — the price loss this year dwarfs the payout.
Strategically, TLK is in a deep, confirmed downtrend — nothing in the moving-average structure supports a long-term buy signal. Tactically, however, the stock is exhibiting an early, unconfirmed bottoming attempt (bullish MACD cross in oversold territory, RSI rebuilding from 18, Bollinger band reclaim, one large-volume session near the lows). The asymmetry favors waiting: new longs should not be initiated until >$13.07 is reclaimed, and holders should use the $12.38–$12.42 low as an objective invalidation level with ATR-based sizing.
| Item | Value / Assessment |
|---|---|
| Ticker / Company | TLK — PT Telekomunikasi Indonesia Tbk (NYSE) |
| Latest verified close (2026-10-15) | $12.78 (O 12.75 / H 12.92 / L 12.69) |
| 1-yr price trajectory | $21.63 peak (1/27/26) → $12.78, ≈ −41%; recent leg −18.6% (9/14→10/1) |
| 200 SMA / 50 SMA / 10 EMA | 16.07 (−20.5% vs price) / 14.12 (−9.5%) / 12.86 (−0.6%) — full bearish stack |
| MACD / Signal / Histogram | −0.42 / −0.45 / +0.03 — bullish cross on 2026-10-13 (in negative territory; weak/counter-trend) |
| RSI (14) | 34.91; low 18.24 (10/1); rebuilt above 30 but < 40–50 repair zone |
| Bollinger Bands | LB 12.16 / Mid 13.07 / UB 13.98; price in lower half; 10/1 close pierced LB (capitulation) |
| ATR | 0.26 (~2.0%/day), compressing → use ~$12.27 (2×ATR) as stop reference |
| Volume signal | 5.68M on 10/15 (~5–10× normal) at the lows — possible accumulation, unconfirmed |
| Key supports | $12.38–$12.42 (10/1 low), $12.16 (BB LB) |
| Key resistances | $13.07 (BB mid + 10/7 high), $13.98 (BB UB), $14.12 (50 SMA) |
| Bull trigger | Confirmed close > $13.07 with 10 EMA turning up |
| Bear trigger | Break < $12.38 → retest $12.16, then below $12 |
| Dividend note | $1.221 ex 6/18/2026; price erosion far exceeds payout |
| Overall bias | Strategic bear / tactical early bottoming attempt — needs confirmation |
FINAL TRANSACTION PROPOSAL: HOLD
================================ Human Message =================================
Proceed with your assigned analysis for this workflow. The instrument to analyze is TLK. Use this exact ticker in every tool call, report, and recommendation, preserving any exchange suffix (e.g. .TO, .L, .HK, .T, -USD). Resolved identity: Company: Perusahaan Perseroan (Persero) PT Telekomunikasi Indonesia Tbk; Business classification: Communication Services / Telecom Services; Exchange: NYQ. Do not substitute a different company or ticker unless a tool result explicitly disproves this resolved identity. The analysis date is 2026-10-16.
================================== Ai Message ==================================
Overall Sentiment: Mildly Bullish (Score: 5.6/10)
Confidence: Low
Instrument: TLK (Perusahaan Perseroan (Persero) PT Telekomunikasi Indonesia Tbk, Communication Services / Telecom Services, NYQ) · Window: 2026-10-09 → 2026-10-16
Yahoo Finance news (institutional framing): SILENT. No headlines returned for TLK across the full 7-day window. For a US-listed ADR of an Indonesian telecom, the absence of English-language news flow means no institutional event narrative (earnings items, regulatory action, dividend/capex announcements, rating changes) is visible. Silence is neither bullish nor bearish — it is a blind spot: we can neither confirm nor refute a fundamental catalyst.
StockTwits (retail signal): thin but directionally bullish. Only 2 messages in the window, both dated 2026-10-15:
- @REDWIR (22:10 UTC, labeled Bullish): "$TLK no idea what this stock is but bottom is in. 12.51 is support — this stock been on multi bear run and it's finally time to reverse" — cross-tagged $AMD $NVDA $META $AAPL. Labeled ratio: 1/1 bullish (100% of labeled; 50% of all messages including 1 unlabeled). This is a purely technical mean-reversion call on a stock the poster explicitly admits not to know — momentum-scanner bottom-fishing, not fundamental conviction. Cross-tagging four unrelated large-cap tech names confirms the poster is scanning for reversals, not researching TLK.
- @STUnusualVolume (19:45 UTC, no label): "$TLK is trading at 7.2x its normal volume for this time of day." An objective activity flag: 7.2x volume is a genuine attention anomaly, and notably it printed ~2.5 hours before the bullish post — plausibly the volume spike is what put TLK on the scanner in the first place.
Reddit (community discussion): SILENT. Zero posts mentioning TLK across r/wallstreetbets, r/stocks and r/investing in the past 7 days. There is no engagement-weighted community signal — the stock is simply not on the US retail-community radar this week.
| Signal | Direction | Source | Supporting evidence |
|---|---|---|---|
| Retail directional sentiment | Mildly bullish (very weak) | StockTwits | 1/1 labeled messages bullish (50% of 2 total); "bottom is in," "12.51 is support" |
| Short-term attention | Rising / neutral-positive | StockTwits | Unusual-volume alert: 7.2x normal volume, 19:45 UTC 2026-10-15 |
| Institutional news framing | Silent | Yahoo Finance | Zero headlines 2026-10-09 → 2026-10-16 |
| Community discussion | Silent | Zero posts across r/wallstreetbets, r/stocks, r/investing | |
| Signal quality | Low | All sources | n=2 StockTwits messages (1 labeled); poster admits no knowledge of the stock; two of three sources empty |
Confidence: LOW — two of three sources returned placeholders/empty and the third supplied only 2 messages (1 labeled), far below the ~5-point minimum for a robust sentiment read.
Bottom line: The only directional signal available — a single bullish bottom-call following a 7.2x unusual-volume flag — points mildly positive, but it is low-quality retail noise rather than a sentiment trend. Read this as "attention returning to a beaten-down ADR, unconfirmed by news or community discussion," and weigh it alongside fundamentals, price action and volume confirmation rather than as a standalone signal.
================================ Human Message =================================
Proceed with your assigned analysis for this workflow. The instrument to analyze is TLK. Use this exact ticker in every tool call, report, and recommendation, preserving any exchange suffix (e.g. .TO, .L, .HK, .T, -USD). Resolved identity: Company: Perusahaan Perseroan (Persero) PT Telekomunikasi Indonesia Tbk; Business classification: Communication Services / Telecom Services; Exchange: NYQ. Do not substitute a different company or ticker unless a tool result explicitly disproves this resolved identity. The analysis date is 2026-10-16.
================================== Ai Message ==================================
I'll gather data on TLK company news, global macro news, key macro indicators, and prediction market probabilities to build a comprehensive report.
Tool Calls:
get_news (chatcmpl-tool-84c55299949b96e0)
Call ID: chatcmpl-tool-84c55299949b96e0
Args:
end_date: 2026-10-16
start_date: 2026-10-09
ticker: TLK
get_global_news (chatcmpl-tool-ae4effde4229e45f)
Call ID: chatcmpl-tool-ae4effde4229e45f
Args:
curr_date: 2026-10-16
look_back_days: 7
limit: 10
get_macro_indicators (chatcmpl-tool-9153b6c2712ce1fa)
Call ID: chatcmpl-tool-9153b6c2712ce1fa
Args:
curr_date: 2026-10-16
indicator: cpi
get_macro_indicators (chatcmpl-tool-bad1298be58bdbb8)
Call ID: chatcmpl-tool-bad1298be58bdbb8
Args:
curr_date: 2026-10-16
indicator: fed_funds_rate
get_macro_indicators (chatcmpl-tool-a9dc3adc767ea7d0)
Call ID: chatcmpl-tool-a9dc3adc767ea7d0
Args:
curr_date: 2026-10-16
indicator: 10y_treasury
================================= Tool Message =================================
Name: get_macro_indicators
DATA_UNAVAILABLE: optional macro_data could not be retrieved (FRED_API_KEY environment variable is not set. Get a free key at https://fred.stlouisfed.org/docs/api/api_key.html.). Proceed without it; do not fabricate values.
================================== Ai Message ==================================
Initial results are in. TLK-specific news returned nothing this week, and FRED macro data is unavailable (missing API key). Let me try a longer lookback window for TLK news and pull prediction market data on relevant forward-looking events.
Tool Calls:
get_news (chatcmpl-tool-8ba1b3578ceff6de)
Call ID: chatcmpl-tool-8ba1b3578ceff6de
Args:
end_date: 2026-10-16
start_date: 2026-09-16
ticker: TLK
get_prediction_markets (chatcmpl-tool-8bb605997dcaced8)
Call ID: chatcmpl-tool-8bb605997dcaced8
Args:
limit: 6
topic: Fed rate cut
get_prediction_markets (chatcmpl-tool-bc041872128a7d53)
Call ID: chatcmpl-tool-bc041872128a7d53
Args:
limit: 4
topic: recession 2026
get_prediction_markets (chatcmpl-tool-8b2616373710eb8e)
Call ID: chatcmpl-tool-8b2616373710eb8e
Args:
limit: 4
topic: Indonesia economy
================================= Tool Message =================================
Name: get_prediction_markets
Live, market-implied probabilities (higher traded volume = deeper, more reliable). A probability is the crowd's priced odds of the event, not a forecast you should take as certain.
No open prediction markets matched 'Indonesia economy'. Polymarket coverage is concentrated in macro, political, geopolitical, and crypto events; a specific equity may have none.
================================== Ai Message ==================================
Coverage is thin. Let me widen the company news window further and check emerging-market/currency prediction markets that bear on TLK's USD-listed ADR.
Tool Calls:
get_news (chatcmpl-tool-b638795aca1ac0ea)
Call ID: chatcmpl-tool-b638795aca1ac0ea
Args:
end_date: 2026-10-16
start_date: 2026-07-16
ticker: TLK
get_prediction_markets (chatcmpl-tool-adacd71e5f0d2d1b)
Call ID: chatcmpl-tool-adacd71e5f0d2d1b
Args:
limit: 4
topic: US dollar emerging markets
get_prediction_markets (chatcmpl-tool-b605628ce44dc69d)
Call ID: chatcmpl-tool-b605628ce44dc69d
Args:
limit: 4
topic: AI capex telecom
================================= Tool Message =================================
Name: get_prediction_markets
Live, market-implied probabilities (higher traded volume = deeper, more reliable). A probability is the crowd's priced odds of the event, not a forecast you should take as certain.
================================== Ai Message ==================================
Instrument: TLK — Perusahaan Perseroan (Persero) PT Telekomunikasi Indonesia Tbk | Communication Services / Telecom Services | NYQ
Analysis date: 2026-10-16 | News window: 2026-09-16 → 2026-10-16 (emphasis on past week)
The news environment this week is defined by a volatile AI/tech sentiment cycle — a mid-week AI-financing-driven rout with flight to Treasuries, followed by a strong equity recovery as "AI jitters faded." For TLK, a US-listed Indonesian telecom ADR, the key external drivers are: (a) a Fed that markets price as fully on hold for 2026 (97% implied probability of zero cuts), (b) a notably weakening US dollar (91% odds DXY prints a low of 101.50 this October, up +34.8pp in a week), and (c) very low US recession risk (6%). No company-specific news was found for TLK in the vendor's coverage across 1-week, 1-month, and 3-month windows — an information vacuum that removes near-term negative catalysts but also means positioning rests on macro/FX/sector dynamics and the upcoming Q3 earnings window. Net macro read for TLK: neutral-to-modestly constructive, with FX a tailwind and the no-cuts rate regime a persistent headwind for dividend-oriented EM telecoms.
AI sentiment whipsaw — the dominant equity narrative:
- Mid-week: "Tech slumps as AI financing worries grow, investors flock to bonds" and "AI trade rout sparks flight to Treasurys, bond yields sink" — a risk-off rotation out of tech on concerns about the scale of AI-related borrowing (Ray Dalio publicly warned of a $4.4T debt tsunami colliding with AI's $1.4T borrowing spree).
- End of week: "Dow jumps, S&P 500, Nasdaq gain as AI jitters fade" — recovery, but chip stocks still fell while "bank stocks rise on JPMorgan, Goldman earnings."
- TLK relevance: Telkom has AI/data-center adjacency (its NeutraDC hyperscale data center build-out is a core growth pillar). Sentiment shocks in AI infrastructure financing transmit to emerging-market digital-infrastructure names through risk appetite and cost-of-capital, even without direct exposure.
Rates and inflation — mixed signals within the week:
- Earlier in the window: "10-year Treasury yield rises following hot inflation data" — inflation running hot keeps the Fed on hold.
- Later in the week: the AI rout drove a flight to Treasuries and yields sank; separately, "fixed mortgage rates fall back."
- "Fund managers won't dump stocks for bonds until yields hit 5.9%, BofA survey says" — meaning the equity-to-bond rotation trigger is far above current yield levels; equity allocations are sticky. BlackRock, however, is "suddenly more bearish on stocks."
- Commodities: gold has "lost its glitter this year" but one strategist argues to load up before 2027 — inconsistent safe-haven demand signals.
Direct FRED indicator pulls (CPI, fed funds rate, 10-year Treasury) failed due to a missing FRED API key in this environment. Per data-integrity policy, no official macro values are fabricated here. Qualitative rate/inflation commentary above is sourced strictly from the news headlines retrieved (e.g., "hot inflation data," "yields sink," "mortgage rates fall back"). Downstream analysts should treat precise rate levels as unverified in this workflow.
| Transmission channel | Direction | Logic |
|---|---|---|
| USD/IDR & ADR translation | Positive | A weakening dollar (91% prob. DXY < 101.50 print this month) relieves EM FX pressure, supports the rupiah, and mechanically lifts TLK's NYSE-listed ADR in USD terms. The -19pp collapse in "DXY hits 103" odds is the sharpest FX repricing of the week. |
| Global rate regime | Negative | 97% implied odds of zero Fed cuts in 2026 + "hot inflation" headlines keep global discount rates elevated — a structural headwind for high-dividend, duration-like telecom equities, and it keeps USD-carry competition for EM capital alive. |
| Risk appetite / EM flows | Positive | Only 6% US recession odds; equities recovered as AI jitters faded; BofA survey shows managers stay in equities until 10Y hits 5.9% — allocations are sticky. |
| AI/tech sentiment | Mixed | Telkom's data-center/AI-adjacent growth story is helped when AI sentiment recovers (end of week) but exposed to financing-cost scares (mid-week rout, Dalio's debt warning). Volatile, not directional. |
| Company-specific catalysts | Neutral | No news flow on TLK at all; Q3 earnings window (late Oct/early Nov) is the next identifiable catalyst. |
Net lean for the synthesis step: macro/FX backdrop is modestly favorable, rates are a drag, company-specific information is absent — consistent with a neutral-to-slightly-positive posture on TLK pending Q3 earnings and the Oct 28 FOMC. Final BUY/HOLD/SELL determination should integrate technicals and fundamentals from other analysts.
| # | Category | Key Finding (as of 2026-10-16) | Direction for TLK | Source / Confidence |
|---|---|---|---|---|
| 1 | TLK company news | No news found in 7d/30d/90d windows; no adverse catalysts disclosed | Neutral | News vendor / High (absence verified) |
| 2 | Fed policy | 97% implied odds of zero rate cuts in 2026 ($8.9M vol); cuts 6–12 priced ~0% | Negative (high discount rates) | Polymarket / High |
| 3 | US dollar | 91% odds DXY prints 101.50 low in Oct (+34.8pp wk); only 26% odds of 103.00 high (-19pp wk) | Positive (EM/ADR tailwind) | Polymarket / High |
| 4 | US recession | Only 6% implied odds by end-2026 | Positive (growth intact) | Polymarket / High |
| 5 | AI sentiment cycle | Mid-week AI-financing rout → flight to Treasuries; end-week recovery "as AI jitters fade"; chip stocks still weak | Mixed (TLK has DC/AI adjacency via NeutraDC) | Yahoo Finance/AlphaCheck / Medium |
| 6 | Inflation & rates | "Hot inflation data" lifted 10Y earlier in week; yields sank later on risk-off; mortgage rates fell back | Mixed; Fed on hold confirmed | News headlines / Medium (FRED unavailable — no hard data) |
| 7 | Macro caution | Dalio warns $4.4T debt tsunami vs AI's $1.4T borrowing spree; BlackRock more bearish; BofA: no bond rotation until 10Y hits 5.9% | Mixed; equity allocations sticky | Yahoo Finance/Barchart / Medium |
| 8 | Event risk | Oct 28 FOMC press conference (Warsh); Telkom Q3 earnings likely late Oct–early Nov | Two-sided catalyst | Polymarket + calendar inference / Medium |
| 9 | Indonesia-specific markets | No Polymarket coverage of Indonesian macro; no crowd-priced tail risk | Neutral (gap in coverage) | Polymarket / High (absence verified) |
| 10 | Data limitation | FRED API key missing — CPI, fed funds, 10Y levels not verified this run | Flag for downstream analysts | System / High (error confirmed) |
| ================================ Human Message ================================= |
Proceed with your assigned analysis for this workflow. The instrument to analyze is TLK. Use this exact ticker in every tool call, report, and recommendation, preserving any exchange suffix (e.g. .TO, .L, .HK, .T, -USD). Resolved identity: Company: Perusahaan Perseroan (Persero) PT Telekomunikasi Indonesia Tbk; Business classification: Communication Services / Telecom Services; Exchange: NYQ. Do not substitute a different company or ticker unless a tool result explicitly disproves this resolved identity. The analysis date is 2026-10-16.
================================== Ai Message ==================================
I'll gather comprehensive fundamental data for TLK (Telkom Indonesia) using all available tools.
Tool Calls:
get_fundamentals (chatcmpl-tool-950a73d4640c8656)
Call ID: chatcmpl-tool-950a73d4640c8656
Args:
curr_date: 2026-10-16
ticker: TLK
get_balance_sheet (chatcmpl-tool-9b5e651b72f2604d)
Call ID: chatcmpl-tool-9b5e651b72f2604d
Args:
curr_date: 2026-10-16
freq: quarterly
ticker: TLK
get_cashflow (chatcmpl-tool-aad938a48b36bd41)
Call ID: chatcmpl-tool-aad938a48b36bd41
Args:
curr_date: 2026-10-16
freq: quarterly
ticker: TLK
get_income_statement (chatcmpl-tool-8f4eaf0e7236f192)
Call ID: chatcmpl-tool-8f4eaf0e7236f192
Args:
curr_date: 2026-10-16
freq: quarterly
ticker: TLK
================================= Tool Message =================================
Name: get_income_statement
,2026-06-30,2026-03-31,2025-12-31,2025-09-30,2025-06-30,2025-03-31
Tax Effect Of Unusual Items,37049668246.445496,-57456838021.33851,28126743332.51774,4822208811.104406,-149219141219.1412,
Tax Rate For Calcs,0.227299,0.266004,0.1747,0.219191,0.236106,
Normalized EBITDA,19950000000000.0,18183000000000.0,17689000000000.0,18516000000000.0,18653000000000.0,
Total Unusual Items,163000000000.0,-216000000000.0,161000000000.0,22000000000.0,-632000000000.0,
Total Unusual Items Excluding Goodwill,163000000000.0,-216000000000.0,161000000000.0,22000000000.0,-632000000000.0,
Net Income From Continuing Operation Net Minority Interest,6279000000000.0,4344000000000.0,1702000000000.0,4809000000000.0,5165000000000.0,
Reconciled Depreciation,8505000000000.0,8698000000000.0,12586000000000.0,8869000000000.0,8143000000000.0,
Reconciled Cost Of Revenue,12347000000000.0,12915000000000.0,12307000000000.0,11990000000000.0,12283000000000.0,
EBITDA,20113000000000.0,17967000000000.0,17850000000000.0,18538000000000.0,18021000000000.0,
EBIT,11608000000000.0,9269000000000.0,5264000000000.0,9669000000000.0,9878000000000.0,
Net Interest Income,-655000000000.0,-679000000000.0,-801000000000.0,-986000000000.0,-864000000000.0,
Interest Expense,1058000000000.0,1021000000000.0,1177000000000.0,1384000000000.0,1331000000000.0,
Interest Income,403000000000.0,342000000000.0,376000000000.0,398000000000.0,467000000000.0,
Normalized Income,6153049668246.445,4502543161978.661,1569126743332.5178,4791822208811.1045,5647780858780.858,
Net Income From Continuing And Discontinued Operation,6279000000000.0,4344000000000.0,1702000000000.0,4809000000000.0,5165000000000.0,
Total Expenses,27573000000000.0,28044000000000.0,32327000000000.0,27195000000000.0,26563000000000.0,
Rent Expense Supplemental,598000000000.0,1150000000000.0,1774000000000.0,1201000000000.0,838000000000.0,
Total Operating Income As Reported,11204000000000.0,8929000000000.0,4884000000000.0,9272000000000.0,9413000000000.0,
Diluted Average Shares,,989597977.0,,,,990622166.0
Basic Average Shares,,989597977.0,,,,990622166.0
Diluted EPS,,4390.0,,,,5602.0
Basic EPS,,4390.0,,,,5602.0
Diluted NI Availto Com Stockholders,6279000000000.0,4344000000000.0,1702000000000.0,4809000000000.0,5165000000000.0,
Net Income Common Stockholders,6279000000000.0,4344000000000.0,1702000000000.0,4809000000000.0,5165000000000.0,
Net Income,6279000000000.0,4344000000000.0,1702000000000.0,4809000000000.0,5165000000000.0,
Minority Interests,-1873000000000.0,-1710000000000.0,-1671000000000.0,-1660000000000.0,-1364000000000.0,
Net Income Including Noncontrolling Interests,8152000000000.0,6054000000000.0,3373000000000.0,6469000000000.0,6529000000000.0,
Net Income Continuous Operations,8152000000000.0,6054000000000.0,3373000000000.0,6469000000000.0,6529000000000.0,
Tax Provision,2398000000000.0,2194000000000.0,714000000000.0,1816000000000.0,2018000000000.0,
Pretax Income,10550000000000.0,8248000000000.0,4087000000000.0,8285000000000.0,8547000000000.0,
Other Income Expense,89000000000.0,-218000000000.0,90000000000.0,-147000000000.0,-391000000000.0,
Other Non Operating Income Expenses,,,,-168000000000.0,,
Earnings From Equity Interest,1000000000.0,-2000000000.0,4000000000.0,-1000000000.0,-2000000000.0,
Gain On Sale Of Security,163000000000.0,-216000000000.0,161000000000.0,22000000000.0,-632000000000.0,
Net Non Operating Interest Income Expense,-655000000000.0,-679000000000.0,-801000000000.0,-986000000000.0,-864000000000.0,
Interest Expense Non Operating,1058000000000.0,1021000000000.0,1177000000000.0,1384000000000.0,1331000000000.0,
Interest Income Non Operating,403000000000.0,342000000000.0,376000000000.0,398000000000.0,467000000000.0,
Operating Income,11116000000000.0,9145000000000.0,4798000000000.0,9418000000000.0,9802000000000.0,
Operating Expense,15226000000000.0,15129000000000.0,20020000000000.0,15205000000000.0,14280000000000.0,
Other Operating Expenses,,127000000000.0,,,,76000000000.0
Provision For Doubtful Accounts,768000000000.0,421000000000.0,17000000000.0,478000000000.0,295000000000.0,
Depreciation Amortization Depletion Income Statement,8505000000000.0,8698000000000.0,12586000000000.0,8869000000000.0,8143000000000.0,
Depreciation And Amortization In Income Statement,8505000000000.0,8698000000000.0,12586000000000.0,8869000000000.0,8143000000000.0,
Selling General And Administration,6080000000000.0,5883000000000.0,6949000000000.0,5858000000000.0,5918000000000.0,
Selling And Marketing Expense,1050000000000.0,715000000000.0,909000000000.0,847000000000.0,765000000000.0,
General And Administrative Expense,5030000000000.0,5168000000000.0,6040000000000.0,5011000000000.0,5153000000000.0,
Other Gand A,1338000000000.0,1139000000000.0,1223000000000.0,1183000000000.0,1236000000000.0,
Salaries And Wages,3692000000000.0,4029000000000.0,4817000000000.0,3828000000000.0,3917000000000.0,
Gross Profit,26342000000000.0,24274000000000.0,24818000000000.0,24623000000000.0,24082000000000.0,
Cost Of Revenue,12347000000000.0,12915000000000.0,12307000000000.0,11990000000000.0,12283000000000.0,
Total Revenue,38689000000000.0,37189000000000.0,37125000000000.0,36613000000000.0,36365000000000.0,
Operating Revenue,38689000000000.0,37189000000000.0,30173000000000.0,36613000000000.0,36365000000000.0,
================================== Ai Message ==================================
| Metric | Value | Comment |
|---|---|---|
| 52-Week Range | $12.38 – $23.52 | Trading near the low end |
| 50-Day Avg | $14.12 | Price below short-term trend |
| 200-Day Avg | $16.92 | Price ~25% below long-term trend → de-rated |
| Implied Price | ~$12.78 (PE 12.41 × EPS TTM $1.03) | Near 52-week low of $12.38 |
| PE (TTM) | 12.41x | Discount to EM telecom peers (~13–17x) |
| Forward PE | 10.41x | Implies ~19% earnings growth ahead |
| PEG | 2.74 | Growth-adjusted valuation less compelling |
| Dividend Yield | 9.56% | Exceptional income support |
| EPS (TTM / Fwd) | $1.03 / $1.2282 | +19% forward EPS growth implied |
| ROE / ROA | 17.68% / 7.58% | Solid capital efficiency |
| Profit Margin | 12.0% (vendor, TTM) | Recovering; Q2'26 quarterly margin 16.2% |
| Current Ratio | 0.79 | Working-capital strain (see §4) |
| Debt/Equity | ~60% (gross) | Net leverage near zero (see §4) |
Data artifact warning: The vendor's "Price/Book: 0.0092" compares a USD ADR price against an IDR book value per share (1,384.4 IDR) without FX conversion. Adjusting for the ADR ratio (~97 underlying shares per ADS) and IDR/USD, the true P/B ≈ 1.7x (market cap ~$12.6B vs. common equity of IDR 118.3T ≈ $7.1–7.3B). Still a modest premium to book, reasonable for a 17.7% ROE franchise.
| Item | Q2'26 | Q1'26 | Q4'25 | Q3'25 | Q2'25 |
|---|---|---|---|---|---|
| Total Revenue | 38.69 | 37.19 | 37.13 | 36.61 | 36.37 |
| Gross Profit | 26.34 | 24.27 | 24.82 | 24.62 | 24.08 |
| Operating Income | 11.12 | 9.15 | 4.80 | 9.42 | 9.80 |
| EBITDA | 20.11 | 17.97 | 17.85 | 18.54 | 18.02 |
| Net Income (to common) | 6.28 | 4.34 | 1.70 | 4.81 | 5.17 |
| D&A | 8.51 | 8.70 | 12.59 | 8.87 | 8.14 |
| SG&A | 6.08 | 5.88 | 6.95 | 5.86 | 5.92 |
| Interest Expense | 1.06 | 1.02 | 1.18 | 1.38 | 1.33 |
Key findings:
- Record revenue: Q2'26 revenue of IDR 38.69T is the highest in the dataset — +6.4% YoY and +4.0% QoQ, an acceleration from mid-single-digit trend.
- Strong profit re-acceleration: Net income +21.5% YoY (6.28T vs 5.17T); operating income +13.4% YoY. Margin expansion across the board:
- EBITDA margin: 52.0% (Q2'26) vs 49.6% (Q2'25)
- Operating margin: 28.7% vs 27.0%
- Net margin: 16.2% vs 14.2%
- Q4 2025 anomaly (major flag): Operating expenses spiked to IDR 20.02T (vs ~14–15T normal), D&A jumped to 12.59T, and net income collapsed to IDR 1.70T. This pattern is consistent with asset write-downs/impairments or one-off restructuring costs. It dragged FY2025 earnings and likely contributed to the ADR's de-rating. Watch for recurrence in Q4'26.
- Interest burden easing: Interest expense declined from 1.38T (Q3'25) to 1.06T (Q2'26), aided by a giant cash build and deleveraging (below).
- TTM EBITDA ≈ IDR 74.5T (vendor annual figure: 64.1T); TTM net income to common ≈ IDR 17.1T.
| Item | Q2'26 | Q1'26 | Q4'25 | Q3'25 | Q2'25 |
|---|---|---|---|---|---|
| Cash & Equivalents | 54.58 | 37.55 | 34.23 | 31.55 | 33.19 |
| Total Debt | 80.89 | 68.74 | 75.27 | 77.68 | 84.80 |
| Net Debt | 2.34 | 7.91 | 16.55 | 21.97 | 27.71 |
| Common Stock Equity | 118.33 | 134.49 | 130.15 | 137.14 | 132.14 |
| Current Assets | 80.93 | 65.93 | 61.78 | 58.41 | 60.38 |
| Current Liabilities | 102.36 | 71.61 | 74.30 | 75.69 | 85.00 |
| Working Capital | -21.43 | -5.68 | -12.52 | -17.28 | -24.62 |
| Treasury Stock | 1.51 | 0.64 | 0.03 | 0.005 | 0.005 |
| Retained Earnings | 86.48 | 102.20 | 122.13 | 104.33 | 99.52 |
Key findings:
- Fortress net leverage: Net debt collapsed from IDR 27.7T (Jun'25) to IDR 2.3T (Jun'26) — a 92% reduction. Net debt/EBITDA ≈ 0.03–0.04x. Gross debt of 80.9T is fully offset by a record 54.6T cash pile plus receivables/stubs; interest expense is falling accordingly.
- Working-capital stress: Current ratio 0.79; negative working capital widened to -21.4T in Q2'26. Driver: an unusual jump in "Other Payable" to IDR 24.9T (vs ~0.4–2.6T normal range) and higher current debt (29.3T). This warrants monitoring — likely a specific transaction (e.g., related-party/spectrum/vendor settlement), but it creates refinancing/rollover needs within 12 months.
- Capital returns active: Treasury stock rose from 0.03T to 1.51T IDR; buybacks of IDR 866B (Q2'26) + 614B (Q1'26) reduced share count from 99.06B to 98.58B.
- Large H1'26 distribution implied: Retained earnings fell 35.7T from Dec'25 (partly reserve reclassification of 14.2T + buybacks ~1.5T, implying ~IDR 20T+ distributed) — consistent with Telkom's large annual final dividend paid mid-2026 and supporting the reported 9.56% yield. Note the quarterly cash-flow file shows no explicit dividend line for H1'26 — treat the payout cadence as annual with a data gap.
- Assets: Net PP&E 181.8T with substantial legacy infrastructure; goodwill modest (0.91T); pension liabilities 14.2T (~12% of equity) — manageable.
| Item | Q2'26 | Q1'26 | Q4'25 | Q3'25 | Q2'25 |
|---|---|---|---|---|---|
| Operating Cash Flow | 17.57 | 17.29 | 14.24 | 17.03 | 15.80 |
| Capex | -6.37 | -5.00 | -7.42 | -6.80 | -5.71 |
| Free Cash Flow | 11.21 | 12.29 | 6.81 | 10.23 | 10.09 |
| Investing CF | -5.71 | -5.12 | -7.55 | -7.09 | -4.94 |
| Financing CF | +4.66 | -9.02 | -4.03 | -11.79 | -12.00 |
| Debt Issuance | 22.51 | 11.57 | 16.71 | 13.50 | 30.76 |
| Debt Repayment | -12.56 | -19.74 | -20.90 | -23.16 | -16.48 |
Key findings:
- Cash generation is robust and improving: TTM OCF ≈ IDR 66.1T; TTM FCF ≈ IDR 40.5T (~$2.5B), a ~26% FCF margin. Vendor annual FCF figure: IDR 57.3T.
- Capex discipline: Capex ~IDR 6–7.4T/quarter (~16–17% of revenue) — sufficient for fiber/5G/data-center buildout without straining cash flow.
- Q2'26 financing reversal: Net borrowing +9.9T (22.5T issued vs 12.6T repaid) alongside the cash build — funding appears earmarked for the payables event and/or strategic investment. Positive: company self-funds dividends and buybacks from FCF even after this.
- Receipts from customers rising to a record 37.25T in Q2'26 (+5.0% YoY) — top-line cash conversion is healthy.
Strengths
1. Valuation discount: 12.4x TTM / 10.4x forward PE; ~1.7x true P/B; price ~25% below 200-DMA, near 52-wk low.
2. 9.56% dividend yield — one of the highest among large-cap telecom ADRs.
3. Earnings momentum: Q2'26 net income +21.5% YoY, record revenue, expanding margins.
4. Near-zero net debt (0.03–0.04x EBITDA) and falling interest expense.
5. Active buybacks + large dividend = strong shareholder-return machine funded by ~26% FCF margin.
6. Low beta (0.15) — defensive income vehicle.
Risks / Weaknesses
1. Q4'25 cost blowout (opex 20T, NI 1.7T) — recurring-impairment risk in Q4s.
2. Negative working capital (-21.4T), current ratio 0.79, and unexplained IDR 24.9T "Other Payable" spike — near-term liquidity/rollover watch.
3. Dividend payout appears stretched (~100%+ of TTM earnings per ADR math) — sustainability depends on FY26 earnings delivery.
4. IDR/USD FX exposure for NYSE ADR holders; ADR also faces Indonesia macro/EM flow risk.
5. Technical downtrend (below 50- and 200-DMA) — fundamental value not yet confirmed by price momentum.
6. State ownership → minority-governance and policy (pricing/spectrum) considerations.
| Category | Metric / Finding | Value / Detail | Signal |
|---|---|---|---|
| Identity | Telkom Indonesia (TLK, NYSE ADR) | Telecom Services, Indonesia | Confirmed |
| Valuation | PE (TTM / Fwd) | 12.4x / 10.4x | Cheap vs peers |
| Valuation | True P/B (FX-adjusted) | ~1.7x (vendor 0.0092 is an FX artifact) | Reasonable |
| Valuation | Dividend Yield | 9.56% | Very attractive |
| Momentum | Price vs 50D/200D MA | ~$12.78 vs $14.12 / $16.92 | Downtrend |
| Momentum | Distance from 52-wk high | ~-46% (high $23.52) | De-rated |
| Growth | Q2'26 Revenue | IDR 38.69T, +6.4% YoY (record) | Positive |
| Growth | Q2'26 Net Income | IDR 6.28T, +21.5% YoY | Strong |
| Margins | EBITDA / Net margin (Q2'26) | 52.0% / 16.2% (up YoY) | Improving |
| Earnings Flag | Q4'25 anomaly | Opex 20.0T spike, NI 1.70T | Watch Q4s |
| Balance Sheet | Cash / Total Debt | IDR 54.6T / 80.9T | Strong |
| Balance Sheet | Net Debt / EBITDA | 0.03–0.04x | Fortress |
| Balance Sheet | Current Ratio / Working Capital | 0.79 / -IDR 21.4T | Strained |
| Balance Sheet | Unusual "Other Payable" | IDR 24.9T spike in Q2'26 | Monitor |
| Cash Flow | TTM FCF | ~IDR 40.5T (~26% margin) | Robust |
| Cash Flow | Capex/Revenue | ~16–17% | Disciplined |
| Capital Returns | Buybacks Q1+Q2'26 | IDR 1.48T; shares -0.5% | Active |
| Capital Returns | Implied H1'26 distribution | ~IDR 20T+ (retained earnings -35.7T incl. reclass) | Yield support |
| Risk | Payout ratio (ADR math) | ~100%+ of TTM EPS | Sustainability watch |
| Risk | FX (IDR/USD), beta 0.15 | ADR holders bear IDR risk | Neutral/negative |
| Catalysts | Q3'26 earnings, dividend, payables clarity | Oct–Nov 2026 | Potential upside |
FINAL TRANSACTION PROPOSAL: BUY
Rationale: TLK's fundamentals argue for a BUY at ~$12.78 — near 52-week lows, the ADR trades at 12.4x trailing / 10.4x forward earnings with a 9.56% dividend yield, record revenue, +21.5% YoY net income growth, expanding margins, near-zero net debt (0.03x EBITDA), and active buybacks. The Q4'25 impairment-style quarter, negative working capital, stretched payout ratio, IDR FX exposure, and prevailing downtrend are genuine risks; therefore a staged accumulation (respecting the $12.38 support and 50-DMA at $14.12) is the prudent execution, with Q3'26 earnings as the next confirmation catalyst.
================================ Human Message =================================
Proceed with your assigned analysis for this workflow. The instrument to analyze is TLK. Use this exact ticker in every tool call, report, and recommendation, preserving any exchange suffix (e.g. .TO, .L, .HK, .T, -USD). Resolved identity: Company: Perusahaan Perseroan (Persero) PT Telekomunikasi Indonesia Tbk; Business classification: Communication Services / Telecom Services; Exchange: NYQ. Do not substitute a different company or ticker unless a tool result explicitly disproves this resolved identity. The analysis date is 2026-10-16.
================================== Ai Message ==================================
Action: Hold
Reasoning: TLK closed at $12.78 (2026-10-15), ~20.5% below a falling 200 SMA and ~9.5% below the 50 SMA that killed the September bounce — a confirmed strategic downtrend in which the bullish evidence (MACD cross of 10/13 in deeply negative territory, RSI rebuilt from 18.24 to ~35, one unconfirmed 5.68M-volume print) constitutes only an early, unconfirmed bottoming attempt. The research plan correctly declines to add or trim: the valuation (10.4x forward earnings, ~1.7x book, 17.7% ROE) already embeds substantial pain, but the key risks — the unexplained IDR 24.9T Other Payable, a dividend running near/above earnings with unverified cadence, and the imminent Q3 print ahead of an impairment-prone Q4 — are unresolved, not cleared. Maintain the position at current weight with objective triggers: adds only on a confirmed close above $13.07 (the 10 EMA/Bollinger mid-band battleground) aligned with a clean Q3 print, and trim to half or exit on a decisive close below $12.38, where downside is uncharted.
Entry Price: 13.07
Stop Loss: 12.38
Position Sizing: Hold-consistent: maintain current weight, capped at benchmark; no new capital deployed. Re-entry/adds only at the $13.07 confirmation (with a clean Q3 print); trim to half position or exit on a decisive close below $12.38; monitor the late-Oct/early-Nov Q3 release, Oct 28 FOMC/DXY for FX overlay, and any dividend announcement.
FINAL TRANSACTION PROPOSAL: HOLD
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FINAL DECISION (TLK, 2026-10-16):
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Hold
Elapsed: 1036s