🏠 AI Real Estate Goldmine Finder — Spot Undervalued Properties & Hot Markets Before Everyone Else

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📋 ClawHub Info

Slug: ai-real-estate-goldmine-finder

Display Name: AI Real Estate Goldmine Finder — Spot Undervalued Properties & Hot Markets Before Everyone Else

Changelog: v1.0.0 — Scrapes Zillow, Rightmove & property portals for undervalued listings, detects distressed sellers and motivated owners, maps neighbourhood price trajectory, scores each property by investment potential, generates deal analysis reports and outreach to agents & owners, and produces an investment brief video via InVideo AI. Powered by Apify + InVideo AI + Claude AI.

Tags: real-estate property-investment zillow airbnb apify invideo deal-finder rental-yield flipping motivated-seller market-analysis roi

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Category: Real Estate / Investment Intelligence
Powered by: Apify + InVideo AI + Claude AI

Input a city or postcode. Get a complete property investment intelligence report — undervalued listings identified, distressed sellers detected, rental yield calculated, neighbourhood growth scored, and a deal-by-deal analysis ready to act on. Find the deals professionals miss. Before they do.

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💥 Why This Skill Is a Goldmine on ClawHub

Real estate is the #1 wealth-building vehicle on earth. Every property investor, buy-to-let landlord, house flipper, Airbnb host, and real estate agent is constantly hunting for the next deal.

The problem: the best deals disappear in hours. Finding them requires scanning hundreds of listings, running comps, calculating yields, and researching neighbourhoods — all manually.

This skill automates the entire deal-finding pipeline. For any market. In minutes.

Target audience: Property investors, buy-to-let landlords, house flippers, Airbnb hosts, real estate agents, developers, wealth managers. Every person trying to build wealth through property.

What gets automated:

• 🔍 Scrape every listing in a target area — price, days on market, price reductions
• 📉 Detect undervalued properties — priced below comparable sales
• 🚨 Find distressed sellers — long days on market, multiple price drops, estate sales
• 💰 Calculate rental yield & ROI — buy-to-let and Airbnb projections
• 📈 Score neighbourhood trajectory — up-and-coming areas before prices spike
• ✍️ Generate deal analysis report per property with go/no-go recommendation
• 🎬 Produce investment brief video via InVideo AI for partners or lenders

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🛠️ Tools Used

Tool	Purpose
Apify — Zillow Scraper	US property listings — price, history, comps
Apify — Rightmove Scraper	UK property listings — asking price vs sold price
Apify — Airbnb Scraper	Short-let revenue data — what properties earn nearby
Apify — Google Maps Scraper	Neighbourhood amenities, transport links, development signals
Apify — Google News Scraper	Regeneration plans, infrastructure investment, area news
Apify — Reddit Scraper	Local community signals — "moving to X" threads, area sentiment
InVideo AI	Produce investment brief video for lenders or partners
Claude AI	Deal scoring, yield calculation, neighbourhood analysis, report writing

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⚙️ Full Workflow

INPUT: Target city/postcode + investment strategy + budget
        ↓
STEP 1 — Full Market Scrape
  └─ All active listings in target area + price band
  └─ Extract: price, size, bedrooms, days on market, price history
  └─ Pull recent sold prices for comparable properties
        ↓
STEP 2 — Undervaluation Detection
  └─ Compare asking price vs avg price per sqft in same postcode
  └─ Flag properties priced 10%+ below comparable sales
  └─ Detect recent price reductions (2+ drops = motivated seller)
        ↓
STEP 3 — Distressed Seller Signals
  └─ Days on market: 60+ days = seller pressure
  └─ Multiple price reductions in short period
  └─ Keywords in listing: "chain-free", "must sell", "estate sale", "probate"
  └─ Empty property signals (utilities disconnected, no furniture photos)
        ↓
STEP 4 — Rental Yield & ROI Calculation
  └─ Scrape Airbnb: what similar properties earn short-let in this area
  └─ Estimate long-let rental from market comparables
  └─ Calculate gross yield, net yield (after costs), cash-on-cash return
  └─ Break-even timeline
        ↓
STEP 5 — Neighbourhood Trajectory Scoring
  └─ Google News: regeneration plans, new transport links, investment news
  └─ Google Maps: new cafés, gyms, co-working spaces opening = gentrification signal
  └─ Reddit: "moving to X" threads + local sentiment
  └─ Planning applications: new developments = rising demand signal
        ↓
STEP 6 — Deal Score Calculation (0–100)
  └─ Undervaluation margin (30%)
  └─ Rental yield strength (25%)
  └─ Distressed seller urgency (25%)
  └─ Neighbourhood growth trajectory (20%)
        ↓
STEP 7 — Claude AI Writes Full Deal Analysis
  └─ Go/No-Go recommendation with rationale
  └─ Suggested offer price (below asking)
  └─ Key risks + mitigation
  └─ Exit strategy options (flip / hold / short-let)
        ↓
STEP 8 — InVideo AI Produces Investment Brief Video
  └─ 60-second deal overview for lenders, JV partners or your own records
  └─ Key numbers: price, yield, ROI, comparable sales
  └─ Professional format — perfect for raising private finance
        ↓
OUTPUT: Ranked deal list + full analysis per property + investment brief video

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📥 Inputs

{
  "target_market": {
    "location": "Manchester, UK",
    "search_radius_km": 10,
    "postcodes_focus": ["M1", "M4", "M8", "M14"],
    "property_types": ["flat", "terraced house", "semi-detached"]
  },
  "investment_criteria": {
    "strategy": "buy-to-let",
    "budget_max": 200000,
    "min_gross_yield": 7.0,
    "min_bedrooms": 2,
    "exclude_new_builds": true,
    "target_tenant": "young professionals"
  },
  "deal_signals": {
    "min_days_on_market": 45,
    "min_price_reductions": 1,
    "distressed_keywords": ["chain free", "must sell", "reduced to sell", "probate", "estate sale"]
  },
  "production": {
    "invideo_api_key": "YOUR_INVIDEO_API_KEY",
    "video_style": "professional_investment_brief"
  },
  "apify_token": "YOUR_APIFY_TOKEN"
}

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📤 Output Example

{
  "market_summary": {
    "location": "Manchester, UK",
    "total_listings_scanned": 1847,
    "hot_deals_found": 14,
    "distressed_sellers_detected": 9,
    "avg_gross_yield_area": "6.2%",
    "best_postcode_by_yield": "M8 — avg 8.4% gross yield",
    "neighbourhood_rising": ["M8 Moston — regeneration investment confirmed", "M14 Fallowfield — student demand surge"]
  },
  "top_deals": [
    {
      "rank": 1,
      "deal_score": 91,
      "label": "🔥 MOTIVATED SELLER — Offer below asking",
      "property": {
        "address": "47 Laburnum Street, Moston, Manchester M8 0LT",
        "type": "3-bed terraced house",
        "asking_price": "£129,000",
        "days_on_market": 84,
        "price_reductions": 2,
        "original_asking_price": "£145,000",
        "listing_notes": "chain-free, seller relocating, must sell"
      },
      "valuation_analysis": {
        "avg_price_per_sqft_postcode": "£148/sqft",
        "this_property_price_per_sqft": "£127/sqft",
        "undervaluation": "14% below comparable sales",
        "estimated_market_value": "£151,000",
        "instant_equity_on_purchase": "~£22,000"
      },
      "rental_analysis": {
        "estimated_monthly_rent_long_let": "£950/month",
        "gross_yield_at_asking": "8.84%",
        "gross_yield_at_suggested_offer": "9.8%",
        "airbnb_comparable_monthly": "£1,650/month (short-let potential)",
        "airbnb_gross_yield": "15.3%",
        "net_yield_estimate": "7.1% (after mortgage, insurance, management)"
      },
      "distressed_signals": [
        "84 days on market — significantly above 28-day area average",
        "Two price reductions totalling £16,000 (11% drop)",
        "Listing says 'must sell — seller relocating to Australia'",
        "Chain-free — fastest possible completion"
      ],
      "neighbourhood_score": 78,
      "neighbourhood_notes": "M8 Moston received £4.2M regeneration funding announced Jan 2026. New tram extension confirmed for 2027. 3 new coffee shops opened in 6 months = early gentrification signal.",
      "deal_analysis": {
        "verdict": "🟢 GO — Strong buy-to-let deal with motivated seller",
        "suggested_offer": "£115,000 (11% below current asking)",
        "offer_rationale": "84 days on market + relocation urgency = high acceptance probability at this level",
        "exit_strategies": [
          "Hold as buy-to-let: 9.8% gross yield at offer price",
          "Short-let via Airbnb: 15%+ gross yield",
          "Refurb & sell: estimated £20-25K uplift with cosmetic renovation"
        ],
        "key_risks": [
          "M8 is still emerging — liquidity risk if you need to sell quickly",
          "Verify structural condition before committing — terrace of this age may need roof work"
        ]
      }
    },
    {
      "rank": 2,
      "deal_score": 86,
      "label": "⚡ UNDERVALUED — Strong yield play",
      "property": {
        "address": "12 Wilmslow Road, Fallowfield, Manchester M14 6NJ",
        "type": "2-bed flat",
        "asking_price": "£148,000",
        "days_on_market": 52
      },
      "rental_analysis": {
        "estimated_monthly_rent": "£1,100/month (student/young professional demand)",
        "gross_yield": "8.92%",
        "airbnb_potential": "£1,900/month — Fallowfield festivals & Manchester events"
      },
      "deal_analysis": {
        "verdict": "🟢 GO — Consistent demand from students + young professionals",
        "suggested_offer": "£138,000"
      }
    }
  ],
  "rising_neighbourhoods": [
    {
      "area": "Moston M8",
      "current_avg_price": "£129,000",
      "5yr_growth_projection": "+28% based on regeneration signals",
      "why_rising": "£4.2M council investment + tram extension + early gentrification indicators"
    }
  ],
  "investment_brief_video": {
    "script": "Manchester M8. 3-bed terraced house. Asking £129,000 — we're offering £115,000. The seller has been on market 84 days and has dropped the price twice. They're relocating to Australia and need to move. Comparable sales put market value at £151,000 — that's £36,000 in instant equity at our offer price. Rental income: £950 per month, 9.8% gross yield. Regeneration funding of £4.2 million just confirmed for this postcode. This is the deal.",
    "duration": "60s",
    "status": "produced",
    "file": "outputs/manchester_m8_deal_brief.mp4"
  }
}

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🧠 Claude AI Master Prompt

You are a world-class real estate investment analyst and deal sourcer.

PROPERTY LISTINGS DATA: {{scraped_listings}}
SOLD PRICES DATA: {{comparable_sales}}
RENTAL DATA: {{rental_and_airbnb_comparables}}
NEIGHBOURHOOD DATA: {{news_maps_reddit_data}}

INVESTMENT CRITERIA:
- Strategy: {{strategy}}
- Budget: {{budget}}
- Min yield: {{min_yield}}%
- Location: {{location}}

FOR EACH PROPERTY GENERATE:
1. Deal score (0–100):
   - Undervaluation margin (30%): price vs comparable sqft value
   - Rental yield strength (25%): gross yield vs area benchmark
   - Distressed seller urgency (25%): days on market + price drops + keywords
   - Neighbourhood trajectory (20%): regeneration + demand signals

2. Label: 🔥 Motivated Seller / ⚡ Undervalued / ✅ Solid Yield / ⚠️ Monitor

3. Valuation analysis:
   - Price per sqft vs area average
   - % undervaluation vs comparable sales
   - Estimated instant equity at asking price

4. Rental analysis:
   - Long-let monthly estimate + gross yield
   - Airbnb monthly estimate + gross yield (if applicable)
   - Net yield after typical costs
   - Break-even timeline

5. Distressed signals list (specific, not generic)

6. Neighbourhood score + key growth catalysts

7. Deal analysis:
   - GO / PROCEED WITH CAUTION / NO
   - Suggested offer price with rationale
   - 3 exit strategies
   - Top 2 risks with mitigation

8. 60-second investment brief video script (for lenders/partners)

RULES:
- All yield calculations must show working — no black box numbers
- Suggested offer must be defensible with data
- Never recommend without flagging key risks

OUTPUT: Valid JSON only. No markdown. No preamble.

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💰 Cost Estimate

Scan	Apify Cost	InVideo Cost	Total	Agent/Sourcer Price
1 market (100 properties)	~$0.80	~$3	~$3.80	£500–£2,000 deal fee
5 markets	~$4	~$15	~$19	£2,500–£10,000
Weekly deal alerts	~$0.80/week	~$3	~$15/month	Always-fresh pipeline

💡 Start free on Apify — $5 credits included 🎬 Produce your investment briefs with InVideo AI

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🔗 Revenue Opportunities

User	How They Use It	Revenue
Property Investor	Find undervalued deals before competition	Build £1M+ portfolio faster
Deal Sourcer	Sell sourced deals to investors at £2,000–£5,000 fee	£10K–£50K/month
Estate Agent	Identify motivated sellers for quick sale service	Premium listings
Mortgage Broker	Bring investment deals to HNW clients	More transactions
Property Coach	Deliver live deal analysis to students	Premium course content

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📊 Why This Beats Every Alternative

Feature	Rightmove Premium	Manual Research	AI Real Estate Goldmine Finder
Undervaluation scoring	❌	Partial	✅
Distressed seller detection	❌	❌	✅
Rental yield calculation	❌	Manual	✅
Airbnb revenue estimation	❌	❌	✅
Neighbourhood trajectory	❌	❌	✅
Suggested offer price	❌	❌	✅
Investment brief video	❌	❌	✅
Cost	£19.99/month	Weeks of time	~£3/run

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🚀 Setup in 3 Steps

Step 1 — Get your Apify API Token
Go to: Settings → Integrations → API Token

Step 2 — Get your InVideo AI account
Go to: Settings → API → Copy your key

Step 3 — Input your target market & criteria & run
Location + strategy + budget. Full deal radar in minutes.

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⚡ Pro Tips

• Days on market is your best friend — 60+ days = negotiating power, 90+ = serious motivation
• Two price reductions = near-desperation — they've already accepted less is coming
• Run the Airbnb calculator on every deal — short-let yields are often double long-let
• Rising neighbourhood > already risen — buy the area before the coffee shops, not after
• The investment brief video closes JV partners — lenders respond to visuals + numbers together

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Powered by Apify + InVideo AI + Claude AI