Ask Cameron - AI Q&A System¶

Natural language questions answered with Cameron's methodology

How Video Content Works

Ask Cameron uses TRANSCRIPTS from Cameron's Skool videos to answer your questions.

What You Get	Access Level
AI answers based on Cameron's methodology	✅ Included in SaaS
Relevant quotes from video content	✅ Included in SaaS
Video timestamp references	✅ Included in SaaS
Actual video playback	🔗 Requires Skool membership

The AI has full access to 32 videos (30+ hours) of Cameron's teaching. When you see "📹 Watch Module X" links, these open in Skool for members who have purchased separate access.

What Is Ask Cameron?¶

Ask Cameron is a RAG (Retrieval-Augmented Generation) Q&A system that lets you ask natural language questions and get answers based on Cameron's actual teaching methodology.

flowchart LR subgraph "Your Question" Q["How do I know if
a deal is too risky?"] end subgraph "Ask Cameron" RAG[RAG Engine] Context[32 Video Modules
3,268 chunks indexed] end subgraph "Your Answer" A["Based on Cameron's methodology:
1. Check profit margin vs risk...
2. Look for these red flags...
📹 Watch Module 12 (4:23)"] end Q --> RAG RAG --> Context Context --> A style A fill:#22c55e,color:#fff

How It Works¶

For Free Users: 10-Minute Preview¶

Non-subscribers get a free 10-minute introduction to Ask Cameron:

sequenceDiagram participant U as Free User participant AI as Ask Cameron participant S as Skool U->>AI: "How do I calculate MAO?" AI-->>U: Detailed answer with methodology AI-->>U: "📹 Watch the full explanation..." U->>AI: Second question AI-->>U: Answer + "9 minutes remaining" Note over AI: After 10 minutes... U->>AI: Another question AI-->>U: "Preview complete!" AI-->>U: "🎓 Join Cameron's Skool for full access" AI->>S: Redirect to Skool signup

For Subscribers: Unlimited Access¶

Paid subscribers get unlimited Ask Cameron queries with:

Full answers from Cameron's methodology
Direct video links (opens at exact timestamp)
Related topics suggestions
Follow-up question support

Example Interactions¶

Question 1: Deal Analysis¶

User: "Is a 20% profit margin good enough for a flip?"

Ask Cameron:

According to Cameron's teaching in Module 5, a minimum profit margin depends on several factors:

Cameron's Rule: "I don't touch anything under 15% profit margin, but I prefer 20%+ to account for surprises."

Key Factors: - Market conditions (hot market = can go lower) - Your experience level (beginners need more cushion) - Rehab complexity (simple vs. full gut)

📹 Watch: "Profit Margins That Make Sense" - Module 5 at 12:34

Related: [What about holding costs?] [Risk vs reward tradeoffs]

Question 2: Rehab Estimation¶

User: "How do I estimate rehab costs without being a contractor?"

Ask Cameron:

Cameron covers this in detail in Module 8. His approach for non-contractors:

Use the SOW Builder - Break down by category

Get 3 bids - Never trust one contractor's quote

Add 15% contingency - "Something always goes wrong"

Use price per square foot as a sanity check

Cameron's Quick Formula: - Cosmetic rehab: $15-25/sqft - Medium rehab: $25-45/sqft - Full gut: $50-80/sqft

📹 Watch: "Rehab Estimation for Beginners" - Module 8 at 3:45

Tool: [Open SOW Builder →]

Ask Cameron by Tier¶

Tier	Ask Cameron Access
Free	10-minute preview, then Skool invite
Solo	Unlimited queries + video links
Pro	+ Priority responses + market context
Team	+ API access for custom integrations

Skool Integration (Separate Product)¶

Two Complementary Products¶

Skool and Tuff Flips SaaS are SEPARATE products that work together:

graph TB subgraph "Skool (Separate Purchase)" S1[32 Video Modules
30+ hours content] S2[Community Access] S3[Direct Q&A with Cameron] S4[Price: $9,800 one-time] end subgraph "Tuff Flips SaaS" T1[Deal Calculators] T2[AI Deal Scoring] T3[Ask Cameron RAG
uses transcripts] T4[Price: $99-399/month] end subgraph "Combined Value" C[Watch Cameron teach +
Apply with AI tools] end S1 --> C T3 --> C style S4 fill:#f97316,color:#fff style T4 fill:#3b82f6,color:#fff style C fill:#22c55e,color:#fff

How They Connect¶

User Type	Skool Access	SaaS Access	Experience
SaaS Only	❌	✅	AI answers questions, can't watch videos
Skool Only	✅	❌	Watches videos, uses spreadsheets for deals
Both	✅	✅	Full experience: learn + apply with AI

Upsell Opportunities¶

Trigger	Action
User clicks "Watch Module X"	Redirect to Skool signup if not member
User completes 10+ deals	Suggest Skool for deeper learning
Skool member signs up for SaaS	Premium onboarding experience

Technical Architecture¶

RAG Pipeline¶

flowchart TB subgraph "Content Indexed" V[32 Video Transcripts] W[Worksheets] F[FAQs] C[Case Studies] end subgraph "Vector Database" Q[(Qdrant
3,268 chunks
768-dim vectors)] end subgraph "Query Pipeline" U[User Question] E[Embed Question
nomic-embed-text] S[Semantic Search
Top 5 matches] P[Prompt Builder] A[Claude API] R[Response + Citations] end V & W & F & C --> Q U --> E --> S Q --> S S --> P --> A --> R style R fill:#22c55e,color:#fff

Content Stats¶

Content Type	Items	Chunks	Est. Tokens
Video Transcripts	32	2,450	~500K
Worksheets	12	320	~64K
FAQs	50+	200	~40K
Case Studies	8	298	~60K
Total	100+	3,268	~664K

Response Quality¶

Citation Format¶

Every Ask Cameron response includes:

Direct answer - The actual information
Cameron quote - Exact words from training
Video link - Module + timestamp
Related topics - Clickable follow-ups

Example Response Structure¶

📝 ANSWER
[Direct response to the question]

💬 CAMERON SAYS
"[Exact quote from training video]"

📹 LEARN MORE
Module X: "Title" at XX:XX
[Click to watch]

🔗 RELATED
• [Related topic 1]
• [Related topic 2]
• [Related topic 3]

Ask Cameron requires a paid subscription for unlimited access

Free users get 10-minute preview + Skool invitation

See Deal Review AI for automated deal scoring