Linda AI Lead Engine — Project Roadmap

Linda AI Lead Engine — CEI Commercial

Roadmap for Omar Aranda & CEI Team  ·  Built by Blitz Agency

Last updated: May 5, 2026

Overall Progress

62%
Phase 1: Infrastructure ✅
Phase 2: Inbound Channels ✅
Phase 3: CRM Integration ✅
Phase 4: Outbound Prospecting 🔄
Phase 5: Automation & Alerts 🔄
Phase 6: Gmail & Drive ⏳
Phase 7: SMS Outreach 📋
Complete
In Progress
Pending action
Upcoming
NEW Added this sprint
LIVE Running in production
1

Infrastructure & AI Gateway

Server, AI engine, Telegram bot — foundation layer

✅ Complete
TaskOwnerStatus
Cloud server (Ubuntu) configured & runningBlitz✅ Done
OpenClaw AI engine installed & activeBlitz✅ Done
OpenAI API key connectedBoth✅ Done
Telegram bot created & linked (@LindaLV_bot)Blitz✅ Done
WhatsApp channel connected via QR session LIVEBlitz✅ Done
WhatsApp allowlist configured (team numbers) NEWBlitz✅ Done
Linda SOUL.md — personality, tone, identityBlitz✅ Done
2

Inbound Channels & Conversation Flow

WhatsApp + Telegram — lead capture & qualification

✅ Complete
TaskOwnerStatus
Inbound lead capture flow (name → property type → budget → area)Both✅ Done
Linda greeting: "CEI Commercial?" opening NEWBlitz✅ Done
Human-sounding tone calibration (SOUL.md updated) NEWBlitz✅ Done
WhatsApp functional — team can chat with Linda LIVEBlitz✅ Done
Telegram functional — Linda responds on @LindaLV_bot LIVEBlitz✅ Done
End-to-end conversation test completedBoth✅ Done
⚠️ Known issue: WhatsApp session drops WhatsApp connection is QR-based and can lose session. For US leads, SMS via Twilio is the recommended channel (Phase 7). WhatsApp remains for internal team use only.
3

CRM Integration — Rethink by Buildout

Auto-sync leads & prospects into the CRM

✅ Complete
TaskOwnerStatus
CRM identified: Rethink by Buildout (Salesforce-based)CEI✅ Done
Salesforce OAuth2 API credentials connectedBoth✅ Done
Lead object mapped & tested (3 leads created successfully)Blitz✅ Done
Prospect object identified: TTL_Core__Prospect__c NEWBlitz✅ Done
Linda creates Prospects (not Leads) — visible in correct CRM view NEWBlitz✅ Done
All Prospect fields mapped (name, phone, zip, industry, notes) NEWBlitz✅ Done
Qualification notes auto-written to TTL_Core__Notes__c NEWBlitz✅ Done
CRM health check command documentedBlitz✅ Done
✅ Notes structure per prospect Every prospect Linda creates includes: why it qualifies, company summary, suggested next step, and raw source signal — so the broker can act immediately without additional research.
4

Outbound Prospecting Engine

Linda hunts leads autonomously from multiple local sources

🔄 In Progress
Sources — Active
SourceOwnerStatus
Brave Search API
Broad web search for business opening signals in Las Vegas
Blitz✅ Live
OpenStreetMap / Overpass API NEW
100% free · no API key · local LV businesses with real phone & zip
Blitz✅ Live
Sources — In Setup
SourceOwnerStatus
Clark County Business License Registry NEW
Official NV government data — new licenses issued in LV by type & zip
Blitz🔄 In Progress
Google Maps Places API NEW
$200/mo free credit · structured data with phone, address, category
Blitz⏳ Pending Google Cloud 2FA
Nevada Secretary of State — new LLC registrations
Freshest possible leads: businesses that just incorporated in Nevada
Blitz📋 Planned
Automation
TaskOwnerStatus
Chain filter — exclude McDonald's, Subway, Chipotle, etc. NEWBlitz✅ Done
US phone validation (+1 filter) NEWBlitz✅ Done
Prospecting cron job (every 2 days, 8am auto-run)Blitz🔄 In Progress
Auto WhatsApp report to Omar after each prospecting runBlitz🔄 In Progress
Lead scoring system (medical > restaurant > retail)Blitz📋 Planned
5

Daily Team Alerts & Reporting

Automated briefing to Omar & team after each prospecting run

🔄 In Progress
TaskOwnerStatus
First prospecting report sent to Omar via WhatsApp LIVEBlitz✅ Done
Report format: leads found, IDs, score, suggested actionBlitz✅ Done
Cross-channel fix: Linda sends from WhatsApp session (not Telegram) NEWBlitz✅ Done
Scheduled auto-report (cron every 2 days, no manual trigger)Blitz🔄 In Progress
Add remaining CEI team numbers to WhatsApp allowlistCEI⏳ Pending
6

Gmail & Google Drive Integration NEW

Linda reads emails, writes listing docs, sends follow-ups

⏳ Paused
TaskOwnerStatus
Gmail SKILL created (IMAP + App Password method)Blitz✅ Ready
Gmail App Password & IMAP activation
Requires 2FA on CEI Google account + generate App Password
CEI⏳ Paused — 2FA code pending
Google Drive API — Service Account setup
Google Cloud project CEI-Linda — Places, Gmail & Drive APIs
Blitz⏳ Paused — Google Cloud 2FA pending
Drive folder shared with Linda service accountCEI📋 After Drive setup
Linda reads & writes listing documents in Google DocsBlitz📋 Planned
Auto email follow-up sequence (day 1 / day 3 / day 7)Blitz📋 Planned
⚠️ Action Required from CEI Complete Google account 2FA verification to unlock Gmail App Password and Google Cloud Console access. This unblocks Gmail + Drive + Google Places API simultaneously.
7

SMS Outreach via Twilio NEW

Linda contacts US prospects via SMS — more reliable than WhatsApp for US leads

📋 Upcoming
TaskOwnerStatus
Twilio account creation + Las Vegas number (+1 702 XXX XXXX)CEI⏳ Pending
SMS SKILL built & documented
First contact template under 160 chars — identifies as Linda from CEI
Blitz✅ Ready to deploy
Twilio credentials added to serverBlitz📋 After Twilio setup
Auto-SMS triggered on new prospect creation in RethinkBlitz📋 Planned
3-day follow-up logic: SMS → Email → Escalate to OmarBlitz📋 Planned
⚠️ Action Required from CEI Create a Twilio account at twilio.com and purchase a Las Vegas area code (+1 702) number (~$1.15/mo). Share ACCOUNT_SID and AUTH_TOKEN with Blitz to activate SMS outreach.

What Linda Can Do Right Now

Capabilities live in production — May 5, 2026

🟢 Live
CapabilityChannelStatus
Respond to inbound leads on WhatsApp & TelegramBoth✅ Live
Qualify leads (name, property type, budget, area, timeline)Both✅ Live
Search local Las Vegas businesses via OpenStreetMapServer✅ Live
Filter national chains, validate US phone numbersServer✅ Live
Push Prospects directly to Rethink CRM (correct object)API✅ Live
Write structured qualification notes per ProspectCRM✅ Live
Send prospecting report to Omar via WhatsAppWhatsApp✅ Live