# READY TO PASTE INTO GEMINI 3 DEEP THINK

> **Re-fire using Gemini 3 Deep Think (Feb 2026 upgrade).**
> **Previous version was PARTIAL (~30%) -- only Sections 1-2 of 7 were delivered before API disconnection.**
>
> **MISSING from previous result:**
> - Section 2 remaining: Content, SEO, Lead Capture, Mobile dimension scoring details; gaming prevention; exact weighting formulas
> - Section 3: Revenue Leak Calculator -- mathematical model for gap-to-dollar conversion
> - Section 4: Agency White-Label Architecture -- multi-tenant schema, branding injection, attribution chain
> - Section 5: Conversion Optimization -- psychological architecture, behavioral economics, CTA placement
> - Section 6: Cold Start Strategy -- 30-day playbook from 38 agencies to 10 paying customers
> - Section 7: Viral Loop Design -- shareability mechanisms, industry leaderboards, embeddable badges
>
> **IMPORTANT: Please deliver ALL 7 sections completely. The previous attempt only completed 30% before disconnecting.**

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I'm building an automated business audit tool called "Sunaiva Radar" that serves as the top-of-funnel diagnostic engine for a B2B AI Operating System. The audit is the "tip of the spear" -- it manufactures demand by exposing operational inefficiencies, then prescribes our paid solutions as the cure.

## CONTEXT:
- We have 38 Australian agency leads (web/marketing agencies) ready for outreach
- We have 73 owned domains across city, trade, and industry verticals (e.g., tradiechatbots.com.au, dentalbotai.au, plumberbots.com.au)
- We have a production-grade HTML audit template already built (dark theme, score circles, gap analysis, revenue leak calculator, comparison grids)
- We have Telnyx voice agents that can make outbound calls within 2 minutes of audit completion
- We have Playwright browser automation capability
- We have Gemini Flash for analysis ($0.15/MTok) and Qdrant vector DB for RAG
- We self-host on Elestio (PostgreSQL, Redis, n8n)
- Monthly burn: ~$1,500 USD. Revenue: $0. Must generate first revenue from audits.
- Manus AI integrates with SimilarWeb for real traffic data -- already used to build George's Bunker FNQ audit report

## THE PRODUCT:
- FREE tier: "Sunaiva Radar" -- automated 30-second website scan -> generates score (X/100) across 5 dimensions (Design, Content, SEO, Lead Capture, Mobile) -> email report with video walkthrough -> AI voice follow-up call within 2 minutes
- PAID tier: "Discovery Audit" -- $500 (Quick, 24hr), $997 (Full, 3 days), $1,497 (Premium, 5 days) -- includes custom widget demo, competitor benchmarking, ROI projection, strategy call
- Cost to deliver: $0.78 (free), $5-$8 (paid). Margins: 99%+.

## THE DISTRIBUTION MODEL:
- Agencies get the Radar tool white-labeled as their own lead magnet
- Agency runs audits on their prospects -> audit prescribes our products -> we both win
- Agency earns 20-33% recurring commission on resulting subscriptions

## WHAT I NEED YOU TO SOLVE:

### 1. AUTOMATED AUDIT PIPELINE ARCHITECTURE
Design the exact technical pipeline that takes a URL input and produces a complete audit report in under 60 seconds. What should each agent do? What data should flow between them? How do you handle sites that block crawlers, have CAPTCHAs, or are single-page apps?

### 2. SCORING ALGORITHM
Design a rigorous, defensible scoring methodology for the 5 dimensions. What specific metrics map to each dimension? How do you weight them? How do you prevent gaming? How do you make the score feel accurate enough that businesses trust it but alarming enough that they act?

### 3. REVENUE LEAK CALCULATOR
The most powerful part of the audit is showing dollar amounts lost. Design the mathematical model that converts detected gaps into estimated monthly revenue loss. What industry benchmarks should we use? How do we avoid being sued for inaccurate projections while still being provocative enough to drive action?

### 4. AGENCY WHITE-LABEL ARCHITECTURE
How should the multi-tenant white-labeling work technically? Each agency needs their own branding, their own domain, their own CRM integration, but running on our shared infrastructure. What's the optimal database schema? How do you handle the attribution chain (which agency generated which lead)?

### 5. CONVERSION OPTIMIZATION
The audit report IS the sales pitch. Design the psychological architecture of the report -- what should appear first, how should scores be visualized, where should CTAs appear, how should the "current state vs upgrade" comparison be framed? Reference behavioral economics principles (loss aversion, anchoring, social proof, urgency).

### 6. COLD START STRATEGY
We have 38 agency leads and ~$1,500/mo burn. Design the exact 30-day playbook to go from zero to first 10 paying audit customers. What's the email sequence? What's the call script? What's the demo flow? How do we prove the audit's value when we have zero case studies?

### 7. VIRAL LOOP
Can the audit itself become viral? Design a mechanism where businesses who receive an audit are incentivized to share it (e.g., "Compare your score with competitors," industry leaderboards, embeddable badges). How do you turn the diagnostic tool into a self-propagating lead generation engine?

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Think deeply about the engineering tradeoffs, the psychology of the buyer journey, and the network effects. This audit tool is the entry point to a $25K+/mo revenue engine -- it must be both technically excellent and psychologically irresistible.
