The real-time war-room that tells your campaign what's hurting your opponents — and what to say back.
JanPlus listens to every public political signal across X, news, YouTube, Reddit and licensed WhatsApp feeds — detects hostile narratives in 90 seconds, attributes them to BJP / JDU / RJD at the district level, and drafts a Hindi / Bhojpuri / Maithili rebuttal before the news cycle moves.
Most campaigns lose the narrative before they know it's started.
It's 9:47pm. A lathi-charge video from Muzaffarpur starts spreading on WhatsApp. By 11pm it's on every TV channel.
Your district coordinator there doesn't pick up. Your IT cell needs four hours to draft a response. By the time you respond, it's a different news cycle — and you've lost two days of momentum.
Multiplied across 243 Assembly constituencies, that's how elections quietly slip away.
The same story closes its loop in 90 seconds.
- 00:00Lathi-charge mention surfaces on YouTube + GNews · Claude scores hostile · target JDU
- 00:30Alert engine fires CRITICAL · velocity > 12/h · sentiment -0.76
- 01:00Counter-narrative drafted in Hindi · ready for state-leadership approval
- 02:00Dispatch fires to 12 district coordinators on WhatsApp + SMS
- 03:00Approved counter scheduled on @JanSuraajOff for 19:30 IST
Listen → Understand → Decide → Act.
Real-time ingestion from X, YouTube, NewsAPI, GNews (Hindi-first), Reddit, RSS — all ToS-compliant. 30+ targeted queries per provider. Strict relevance filter rejects 64% noise before it costs you a single LLM token.
- Twitter API v2 · Basic tier
- YouTube Data API v3
- NewsAPI · 80k+ sources
- GNews · हिंदी first
Each post gets sentiment (−1…+1), emotion, narrative cluster, target-party attribution, urgency, and authenticity score from Claude Haiku 4.5. Regex tagger runs in parallel for deterministic backup on parties, leaders, districts, issues.
- Sentiment + emotion + urgency
- Target-party attribution
- Narrative auto-discovery
- Entity regex backup
Three deterministic rules fire alerts: viral hostile (velocity ≥ 6 + sentiment ≤ −0.25), constituency sentiment crash, protest signal. No black box — your war-room can tune thresholds in code. Claude only writes the summary.
- Viral hostile detection
- Constituency sentiment spike
- Protest-signal keywords
- 60-min de-dup window
Generate counter-narratives in 5 languages × 5 platforms × 4 tones. Visual assets via OpenAI Images. Dispatch to authenticated district coordinators on WhatsApp + SMS. Schedule on authorized party handles. Every action logged.
- Counter studio · 6 langs
- Visual asset rendering
- District dispatch (WA/SMS)
- Multi-handle scheduler
13 modules. Built so the war-room never needs another tool.
From real-time ingestion to seat projection, every layer of the campaign-response stack.
War Room · Overview
One screen instead of fifteen WhatsApp groups
Live KPIs across your scope: posts ingested, sentiment delta, active narratives, open alerts. Top-of-fold sentiment timeline + Bihar district choropleth + recent intel grid. Time-windowed: switch 1h / 6h / 24h / 7d, the whole screen retunes.
- Real-time KPI cards (posts · sentiment · narratives · alerts)
- Sentiment timeline · hourly buckets
- District-level Bihar map with click-to-drill
- Recent intel · auto-generated visual cards
Sentiment Map · District level
See political weather across all 38 Bihar districts at a glance
Pure-SVG choropleth — no external tiles, works in any tunnel. PostGIS unions constituency polygons into district shapes server-side. Hover for top narratives, post volume, target party. Click to focus and drill into that district scope globally.
- PostGIS-derived district unions
- Color-coded sentiment bands (hostile → supportive)
- Hover tooltip · top 5 active topics per district
- Stacked breakdown chart below the map
Narrative Intelligence
Themes auto-discovered by Claude from real news
Every post is clustered into a narrative slug. Claude proposes new slugs when it finds themes the seed didn't anticipate — "Political family controversies", "Hypocrisy in leadership", "Communal polarization". Each card shows velocity, sentiment, post count, target party.
- Velocity-ranked narrative cards
- Hindi label + English summary
- Target-party chip · color-coded
- Status: emerging · active · fading
Opposition · what's driving sentiment
Per-party attribution of every topic hurting or helping them
For each opponent (BJP / JDU / RJD), see exactly which topics are damaging them this window. Damaging topics on the left in red, helping topics on the right in green. Hotspot constituencies. Click any driver → open narrative or draft counter.
- Per-party damage breakdown
- Topics helping vs hurting each opponent
- Hotspot constituency chips
- Direct link to Counter Studio
Alerts Center
Critical signals surface in seconds, not hours
Three rule engines: viral-hostile narrative, sentiment spike per constituency, protest-signal keywords. Severity from medium to critical. One-click Dispatch to district teams. Acknowledge + Resolve workflow with audit trail. 60-min de-dup window prevents alert spam.
- Viral-hostile · sentiment-spike · protest-signal
- One-click district dispatch from each alert
- Acknowledge → Resolve flow + audit log
- 60-min de-dup per (narrative, kind)
Live Feed
Every ingested post, scored in real time
Recent intel cards with auto-generated visual posters · WebSocket event stream on the right showing every post.new, alert.new, narrative.update. Filterable by source. Each post tagged with sentiment + target party + narrative.
- Visual poster auto-generated per post
- WebSocket-driven event stream
- Source labels: rss · gnews · twitter · youtube · reddit
- Sentiment chip + party chip + constituency pin
Counter-Narrative Studio
Claude drafts in 6 languages × 5 platforms × 4 tones
Pick narrative + language + platform + tone → Claude Sonnet 4.6 drafts the rebuttal grounded in your stance. Auto-attaches a visual asset. + Visuals expands into Image Prompt / Render Image (OpenAI) / Storyboard / Upload+Vision review. Human approval is mandatory before publish.
- Hindi · Bhojpuri · Maithili · Magahi · Hinglish · English
- Twitter · WhatsApp · Press · Speech · Booth-script
- Factual · Empathetic · Aggressive · Humorous
- Mandatory human approval gate
Dispatch · Coordinator Network
Real party workers, real consented channels, full audit
Authenticated coordinators with role + region scope (state lead → district coordinator → booth worker). Push alerts / counter-content / briefings via WhatsApp + SMS + email. Region-filtered targeting. Every send logged for audit. No bot networks — ever.
- State lead · district coordinator · booth worker
- Channel opt-in per person
- Region-scope routing
- Tamper-evident audit log
Publication Scheduler
Approved counters published on authorized party handles
Pick an approved counter + authorized party handle (X · FB · Instagram · YouTube · WhatsApp Business · Telegram) + publish slot. Worker fires posts at their scheduled time. Real-time reach analytics: impressions, likes, shares, comments per platform.
- Multi-handle scheduling per counter
- Optimal-slot recommendations per platform
- Reach analytics: impressions · engagement
- Pending / Posted / Cancelled queues
Briefings
Auto-generated leadership digests + booth-worker cards
Leadership digest regenerated every 4h: top alerts, moving narratives, hotspot constituencies, recommended actions. Booth-worker briefing per constituency in Hindi/Bhojpuri with door-to-door talking points. Both dispatchable to coordinators in one click.
- Leadership digest · auto every 4h
- Booth brief per constituency
- Hindi · Bhojpuri · Maithili
- One-click dispatch to district teams
Influencer Intelligence
Track journalists, creators, party pages, meme accounts
Reach-scored creators ranked by amplification capability. Political leaning (pro / anti / neutral / mixed). Last-active timestamp. Cross-platform: Twitter + YouTube + Telegram. Useful for response prioritisation when a specific journalist amplifies a hostile narrative.
- Reach score per handle (0–100)
- Political leaning classification
- Follower count + last-active
- Sort by influence within a topic
Vote-Share Projections
Seat range + swing analysis, sentiment-weighted
Bihar Assembly seat range per party with low / mid / high estimates. Swing analysis vs 72h sentiment. Your party highlighted in amber. Gap-to-majority counter for Jan Suraaj. The toy model is a placeholder for a real swing model trained on 2015/2020/2025 data.
- Per-party seat range bar chart
- 72h sentiment-weighted swing %
- Majority gap · Jan Suraaj highlighted
- Confidence bands per party
Data Sources · admin
Toggle live mode, control providers, fetch on demand
Master DEMO ⇄ LIVE switch. Per-provider cards showing key status + last fetch + test endpoint. "Fetch real data now" button triggers immediate ingestion across all providers + 3 Claude scoring batches. Global mode banner shows current state across every page.
- Master toggle · DEMO ⇄ LIVE
- Provider keys via .env (never UI-entered)
- One-click fetch trigger
- Live filter stats · 64% reject rate visible
The 2026 election is being written today — in Hindi, on WhatsApp, district by district.
Bihar 2026 cycle is now
Assembly polls Q3-Q4 2026. The narrative groundwork is being laid today on WhatsApp and Hindi YouTube — not in TV studios. Win the morning's news cycle every day for 12 months and you win the campaign.
Multilingual is non-negotiable
Bihar has 80M+ voters across Hindi, Bhojpuri, Maithili, Magahi. English-first sentiment tools mis-score 30+ points on dialect-heavy posts. JanPlus is built for code-mixed Indian-language signal natively.
243 constituencies, one team
A traditional war-room scales linearly with people. JanPlus scales by software — one analyst can monitor narrative spread across every Assembly seat in real time, and dispatch booth workers in seconds.
The response gap is the election
Most parties take 4-6 hours to respond to viral hostile content. By then the news cycle has moved. JanPlus collapses that to ~3 minutes — enough to actually shape the cycle instead of chasing it.
The version regulators want to win — and the version you can be proud of when it leaks.
- Real-time intelligence from public sources only
- Counter-narratives with mandatory human approval
- Dispatch to authenticated coordinators on consented channels
- Scheduled posting to party-owned, authorized handles
- Tamper-evident audit log for every action
- Public-data-only ingestion (RSS, official APIs, licensed feeds)
- Sockpuppet / bot networks for inauthentic amplification
- Coordinated mass-posting to manufacture trends
- Scraping logged-in X / Meta / WhatsApp content
- Hashtag manipulation via volume tactics
- Auto-publish without explicit human approval
- Anything that violates Election Commission guidelines
Why this isn't just ethics — it's strategy.
Coordinated inauthentic behavior gets accounts mass-banned within days of detection. It's brand-toxic if it leaks. It's regulatorily exposed under IT Rules 2021, the Representation of the People Act, and ECI guidelines. Jan Suraaj's brand is "we don't have an IT cell" — JanPlus is the version of that brand that's actually true.
Six stages. Every one auditable. No black boxes.
Six roles. One platform.
National leadership
One screen for every state's narrative health. Drill from country → state → constituency in two clicks.
State leadership
Real-time sentiment per district. Daily AI digest at 7am. Critical alerts to the personal WhatsApp.
District coordinators
Get the talking points + counter-content + booth briefings on WhatsApp, in your district's language.
Booth workers
Door-to-door talking-point cards in Hindi/Bhojpuri. Updated every morning based on what's hot in your constituency.
Social media team
Draft → approve → schedule across X / FB / IG / YouTube / Telegram / WhatsApp Business in one workflow.
Counter-narrative team
See which topics are hurting which opponent. Draft rebuttals in 6 languages. Visual assets in 10 seconds.
90-day Bihar pilot · production system, your data, your handles.
- Full platform, single state
- Up to 5 authorized handles
- 20 coordinator network
- Hosted by us · audit-clean
- Dedicated war-room channel
- Everything in Pilot
- Unlimited coordinators
- Unlimited authorized handles
- Custom narrative training
- 24/7 war-room oncall
- Pre-election capacity ramp
- All states + national
- Dedicated NLP fine-tune
- On-premise option
- Multi-party / org tenancy
- Director-level engagement