For da'i, ustadzah, creators, parents, and community organizers
Every week we read thousands of signals across Indonesian media and social media, then distill them into ready-to-use da'wah material — with daleel retrieved from verified kitab.
27 outlets · YouTube · 58,679 signals analyzed in the last 30 days
This week's Insights
This is not a mockup — the data below is live, refreshed from the Indonesian mainstream media and YouTube corpus we monitor daily.
Latest briefings
Busiest topics
Fair question
Dakwah-Lens
Daleel can be invented. LLMs regularly output verses or hadith that DO NOT EXIST, or with wrong surah/hadith numbers — the single biggest credibility risk for a da'i.
Every daleel is RETRIEVED from a verified kitab corpus — Qur'an, Bukhari, Muslim, Riyad as-Salihin. The LLM is forbidden from inventing; if it's not in the corpus, it isn't cited.
Can search the web, but lookups are ad-hoc and generic — you phrase the query, the LLM Googles, you parse the results. No memory of what mattered to Indonesian Muslims yesterday.
Ingests Indonesian RSS every 2 hours plus YouTube (da'i channels weekly, trending daily), pre-classifies each post (sentiment + 9-category da'wah relevance + opportunity score), then clusters into themes. The analysis is done before you ask — you start with situational awareness, not a blank query.
No sharia guardrails. Can write content that contradicts established ijma' or uses framing insensitive to a Muslim audience.
Every output labelled 'AI-assisted, not an authoritative fatwa'. Daleel is never generated. Tone: rahma + hikmah, not confrontational/sectarian (PRD §12).
You prompt from scratch every time — guessing what's hot, building context, fact-checking references one by one.
Every post comes pre-classified: sentiment, theme group, and da'wah-opportunity score. You start with situational awareness, not a blank page.
TL;DR: use a general LLM for exploring ideas. Use Dakwah-Lens when you need real-time Indonesian media signal + verifiable daleel + sharia guardrails.
Our foundation
ٱدْعُ إِلَىٰ سَبِيلِ رَبِّكَ بِٱلْحِكْمَةِ وَٱلْمَوْعِظَةِ ٱلْحَسَنَةِ ۖ وَجَـٰدِلْهُم بِٱلَّتِى هِىَ أَحْسَنُ
Invite to the way of your Lord with wisdom and good instruction, and argue with them in a way that is best.
— Qur'an, An-Nahl 16:125
Every daleel on this platform is retrieved from a verified kitab library — the Qur'an, Sahih al-Bukhari, Sahih Muslim, and others — never generated by AI. Every citation links back to its source.
How it works
Dakwah-Lens reads Indonesian news and YouTube video every day.
AI scores every topic for da'wah relevance — aqidah, akhlaq, muamalah, family, economics, and more.
Situation summary, audience segmentation, supporting daleel, and khutbah/content templates.
27
Indonesian RSS — Kompas, Detik, Antara, Republika, Tempo, CNN…
1
active social platform: YouTube. X, Instagram, TikTok and Facebook are not being fetched for now.
58,679
Sentiment + relevance classified, last 30 days
Pipeline runs automatically: mainstream media every 2 hours · verified YouTube channels every Wednesday 21:00 WIB · YouTube trending daily at 12:00 WIB. X, Instagram, TikTok and Facebook are not being fetched for now.
See the full technical breakdownWho it's for
Not only for the pulpit. Anyone calling to goodness — at the masjid, in a classroom, on a feed, or in the living room — starts from the same material: what is happening, and what the daleel says about it.
Support our journey
Dakwah-Lens will always be free for da'i. Your donation helps us keep servers running, cover AI credits, and sustain the time of our volunteer team.
Full access
Every weekly briefing is open to the public. Personal account sign-ups are limited during the beta; if you need full access, contact us and tell us about your da'wah work.
