Platform in Development · Early Access Q3 2026

Zyra. The AI engine for
Lebanese politics.

Real-time Arabic NLP. Social listening across all Lebanese platforms. Predictive seat modeling. 15-district coverage. The intelligence layer political professionals have been waiting for.

Limited early access · Media & institutional clients prioritised

15 Electoral Districts
90%+ WhatsApp Coverage
24/7 Social Listening
LLM Arabic NLP
ESOMAR Accredited

The Platform

Five modules. One unified intelligence layer.

Zyra is the AI backbone of POLLINTEL — purpose-built for the Lebanese electoral system, the Lebanese dialect, and the Lebanese digital landscape.

Module 01
📡
Survey Engine

WhatsApp-first survey distribution reaching 90%+ of Lebanese voters. CATI phone backup for harder-to-reach demographics. SMS fallback. Bilingual Arabic + English with dialect-aware phrasing.

WhatsApp CATI Bilingual
Module 02
🔊
Social Listening

Real-time monitoring of Facebook, YouTube, Instagram, Telegram, and X across Lebanese political discourse. Lebanese dialect Arabic NLP model processes 24/7 sentiment streams by district.

NLP Real-Time Arabic
Module 03
🧠
AI Analytics

Seat forecasting model calibrated to Lebanon's proportional system (Law 44/2017). Candidate approval index. Preferential vote predictor. Confessional bloc modeling with historical benchmarking.

Forecasting Law 44/2017 ML
Module 04
📊
Client Dashboard

Secure, role-based intelligence portal. Live district maps. Trend alerts. Automated weekly PDF intelligence reports. Multi-tier access control for media, campaign, and enterprise clients.

Secure Portal Live Maps Alerts
Module 05
📰
Public Portal

Powers Pulse Lebanon — the free weekly public newsletter. Published polls with full methodology. Public election tracker. Diaspora sentiment dashboard. Builds mass credibility for the POLLINTEL brand.

Pulse Lebanon Free Public

Intelligence Dashboard

Your political intelligence command centre.

A live preview of the Zyra client dashboard — launching Q3 2026 for early access subscribers.

🔒 app.zyra.ae/dashboard/lebanon
Live  ·  Lebanon · All Districts
Overview
🗺 District Map
📊 Poll Results
🔊 Social Feed
🧠 Forecasts
📁 Reports
Settings
Lebanon Intelligence Overview Updated · March 11, 2026 · 14:32 GST
National Sentiment
66.8%
▲ +1.4% (7-day)
Districts Polled
15/15
● All active
Social Posts Analysed
24.3K
▲ +2.1K today
Survey Responses
6,841
● This wave
Sentiment Trend — All Districts (12 weeks)
Top Districts — Sentiment
DistrictScoreΔ
Nabatieh83%
▲2.8
ML IV74%
▲3.1
Beirut I72%
▲1.8
South III79%
▲2.0
Bekaa I49%
▼1.5

Methodology

How Zyra works.

01
Data Collection

WhatsApp surveys, CATI phone interviews, and real-time social media scraping across all Lebanese digital platforms — simultaneously.

02
Arabic NLP Processing

Proprietary Lebanese dialect model processes raw social data. Sentiment, topic classification, entity recognition — all tuned for Lebanese Arabic.

03
AI Modelling

Survey data and social signals feed the electoral seat model. Law 44/2017 encoded. Confessional mathematics applied. Forecasts generated.

04
Intelligence Delivered

Clients receive live dashboard access, automated PDF reports, and custom briefings. Public data published via Pulse Lebanon weekly.

Access Tiers

Four tiers. One platform.

Free
Free
Always · via Pulse Lebanon
General public, journalists, researchers
  • Published polls on pulselebanon.com
  • Weekly Pulse Lebanon newsletter
  • Public election tracker
  • Full methodology disclosure
Visit Pulse Lebanon →
Campaign
$10K–25K
Per campaign cycle
Political parties, candidates, NGOs
  • District-level tracking polls
  • Opposition research data
  • Social sentiment monitoring
  • Weekly private briefings
  • Candidate approval index
Request Access →
Enterprise
Custom
Annual · SLA-backed
Governments, embassies, international organisations
  • Real-time API access
  • Dedicated analyst assigned
  • Bespoke modelling
  • SLA-guaranteed delivery
  • White-label options
Contact Us →

Get early access
to Zyra.

The platform launches Q3 2026. Media and institutional clients will be onboarded first. Join the waitlist now to secure priority access.

Priority access for media · No commitment required

Zyra is the AI platform of POLLINTEL DMCC · Dubai, UAE · Public data via Pulse Lebanon