AI-Powered · Updated Nightly · 6 Languages
Phuket Real Estate, Decoded by AI.
One platform that collects, scores, and delivers every meaningful listing across 14 districts — in your language.
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Listings
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Districts
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Trust Score 0–100
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Languages
Why agents and investors switch to KAIO
| 🔍 Traditional Search | ⚡ KAIO | |
|---|---|---|
| Data sources | 1 portal | 4 aggregated sources |
| Languages | Thai / English | 6 languages (RU·EN·TH·FR·UA·ES) |
| Currency conversion | ❌ Manual | ✅ Auto (5 currencies) |
| Deduplication | ❌ You guess | ✅ AI semantic (pgvector) |
| Listing verification | ❌ None | ✅ Trust Score 0–100 |
| Price vs market median | ❌ No reference | ✅ Per-sqm by district, daily |
| Real owner vs agency | ❌ Unknown | ✅ Phone frequency analysis |
| Hot deal detection | ❌ Manual compare | ✅ Automatic flagging |
| New listing notification | ❌ Daily manual | ✅ Real-time Telegram alert |
| Investment ROI | ❌ External tool | ✅ Built-in calculator |
| Yacht marketplace | ❌ Separate site | ✅ Charter + sale in one app |
| Property comparison | ❌ Spreadsheet/notes | ✅ Side-by-side compare tool |
| Wishlist & sharing | ❌ Copy URL | ✅ Saved list + short links |
| Mobile experience | ❌ Varies by portal | ✅ Full mobile, all features |
The Phuket property market is broken — by design.
📱 Telegram Channels
✗Unstructured free-form text, no schema
✗Thai/Russian mixed without translation
✗Unverified identities — ghost listings common
🌐 Facebook Marketplace
✗Posts deleted without trace or history
✗No price context vs market
✗Anonymous sellers, zero accountability
🏠 FazWaz / DotProperty
✗+10–40% agency markup vs direct sellers
✗Same property listed multiple times across portals
✗No trust signal or owner verification
🏘 DDProperty
✗Stale listings months out of date
✗Primarily Thai-language content
✗No photo quality audit or minimum
KAIO monitors all four simultaneously. One object, one score, one truth.
How we collect data
Nightly collection window — 01:00 to 07:00 PHT
⏰ Why night? Minimal bot-detection activity. Clean daily snapshot.
01:0002:0003:0004:0005:0006:0007:00
📡 FazWaz R101:00100 listings · ~25 min
🔒 DotProperty01:3550 listings · ~30 min
🔒 DDProperty02:1550 listings · ~30 min
📡 FazWaz R202:5550 listings · ~20 min
Each source: up to 2 retries with 5-min wait between attempts. Hard stop at 07:00 PHT — no new source starts after cutoff.
Anti-bot stack — per source
Telegram
via Telethon MTProto
· MTProto API — not HTTP scraping
· Real phone session (Thai SIM)
· 50+ Phuket channels monitored
· History + Realtime collection modes
FazWaz
via Playwright Stealth
· Chromium headless + navigator fingerprint patch
· Extracts __NEXT_DATA__ JSON directly
· No proxy needed — stealth mode sufficient
· JA3/JA4 TLS handshake mimics real Chrome
DotProperty
via nodriver + CDP
· Chrome DevTools Protocol (no Selenium overhead)
· JA3/JA4 TLS fingerprint mimic via curl_cffi
· Bypasses Cloudflare Bot Management
· Residential proxy pool rotation
DDProperty
via nodriver + CDP
· Same anti-bot stack as DotProperty
· Bypasses Cloudflare + Imperva simultaneously
· TLS fingerprint mimics Chrome 120+
· Session rotated per residential IP
CurrencyGuard — all prices normalized to Thai Baht at collection time
$USD×35→€EUR×38→₽RUB×0.38→S$SGD×26→฿ THBstored at collection time · no manual conversion needed — ever
From noise to signal
Raw data in → trust-scored listings out. Every step is documented and auditable.
~500
Raw listings collected per night
All 4 sources combined
Quality Gate (5 criteria)
~350
Pass basic criteria
Numeric price · valid district · contact · 3+ photos
AI Semantic Deduplication
~300
Unique listings after dedup
pgvector cosine similarity · is_original flag
Trust Scoring + Price Intel
307
Indexed, scored, and live
In DB right now — trust-scored, multi-lang
3 unicorn deals125 hot deals14 districts covered
Every listing goes through the same AI pipeline
RawMessage
raw text
+ media URLs
→
GPT-4o-mini
instructor
Pydantic output
→
FlatExtraction
40+ fields
auto-validated
→
MultiLang
6 languages
AI-generated
→
NormalizedData
pgvector stored
+ embedding
40+ Extracted Fields
price_thb · district_id · bedrooms
tenure (freehold/leasehold) · area_sqm
seller_phone · seller_contact_id
property_type · floor · view · pool...
tenure (freehold/leasehold) · area_sqm
seller_phone · seller_contact_id
property_type · floor · view · pool...
Auto-classification
✅ real_estate
✅ yacht
❌ polls → rejected
❌ ads / spam / news → rejected
✅ yacht
❌ polls → rejected
❌ ads / spam / news → rejected
6-Language Summary
EN · RU · TH · FR · UA · ES
AI-generated from raw source text for every listing. Per-listing, not template. Stored as JSONB in
AI-generated from raw source text for every listing. Per-listing, not template. Stored as JSONB in
summary_multilang.Trust Engine v3.3
Every listing scored 0–100 across four independent components.
Score → Tier → Action
90–100
Verified
Direct owner, unique listing, good data quality, market-rate price. Safe to act without additional verification.
60–89
Standard
Agent-listed or minor data gaps. Good overall quality. Check details and verify contact before proceeding.
< 60
Caution
Visible, but flagged. May be agency markup, possible duplicate, or thin data. Review carefully before contacting.
Example calculation
Villa · Bang Tao · ฿15,500,000 · posted 3h ago via FazWaz
§AOwner Detection+35phone seen once → sole owner
§BOriginality+25first in cluster → is_original
§CPlatform+15FazWaz portal listing
§DData Quality+308 photos · 320 chars description
Raw total: 105 → capped at 100🟢 100 / 100
Not everything makes it through.
Five hard requirements. No exceptions.
✅
Numeric price in THB
"Price on request" = no analytics possible. Rejected automatically.
✅
Valid Phuket district
Not just "Phuket" — must match one of 14 mapped districts via geo-alias table.
✅
At least 1 real contact
Phone, WhatsApp link, or Telegram handle. No contact = no Trust Score §A.
✅
Minimum 3 photos
No photos = unverifiable condition. 5+ photos unlock the §D quality bonus (+15).
✅
Not classified as noise
AI auto-rejects polls, job ads, spam, news posts, and off-topic messages.
Duplicates: the entire clone cluster is retained in the DB, but only the earliest listing by scrape_timestamp is marked is_original = True and shown as the primary listing.
Price Intelligence — not just a number, but a verdict.
🦄
UNICORN
≤ 72% of district median + Trust ≥ 75
Rarest category. Gold border + unicorn badge. Posted within 2 hours bonus.
🔥
HOT DEAL
< 85% of district median
Red "HOT" sticker on listing card. Triggers real-time Telegram alert.
✓
FAIR
85–115% of district median
No special marking. Market-rate listing, nothing unusual.
⚠
OVERPRICED
> 115% of district median
Soft flag shown in detail view. Still visible — may have unique features.
🦄72%
🔥85%
100%median
⚠115%
200%+
Medians are recalculated nightly from accumulated listings per district, per property type, using IQR outlier removal. The reference point is price per sqm, not absolute price — a 200 sqm villa and a 50 sqm studio are compared fairly against their own categories.
Yacht Intelligence
KAIO tracks charter and sale listings from Phuket's marina community — crewed day trips, bareboat charters, and full-season arrangements. Aggregated from dedicated Telegram channels and verified brokers.
⛵
Charter listings
🛥
Sale listings
📡
Telegram channels
Charter — Crewed & Bareboat
Day trips from Chalong Bay and AoY Marina. Per-day and per-week pricing with guest capacity and cabin count. Crewed luxury and bareboat independence — both in one search.
Sale — Motor, Sailing & Catamarans
Full ownership listings from private sellers and certified brokers. Length, engine count, year built, and liveaboard suitability clearly labeled. Phuket's marine market in one view.
Yacht listings pass the same Quality Gate as real estate: numeric price, valid contact, and minimum photos. Trust Score is adapted for marine assets — no district median, but broker verification and photo quality still factor in.
Platform Features
Trust Score 0–100
Four-component formula: owner detection, originality, platform tier, data quality. Fully automatic — calculated fresh for every listing.
6 Languages
RU · EN · TH · FR · UA · ES. AI-generated per-listing summaries from raw source text. Not templates — each summary is unique.
District Intelligence
14 Phuket districts. Daily price-per-sqm medians recalculated from accumulated data. Outlier-resistant (IQR method).
Unicorn Deals
≤ 72% of district median + Trust ≥ 75. Automatically flagged the moment they appear. Gold border, badge, real-time alert.
ROI Calculator
Cash-on-cash ROI, payback period, 10-year projections built into every listing. No external tool needed.
Price Alerts
Filter by district, budget, bedrooms, deal type, trust level. Instant Telegram notification the moment a match appears.
AI Concierge
Ask anything about any listing. Context-aware: reads the full property dossier before answering — not a generic chatbot.
Market Analytics
Full analytics dashboard: price trends by district, supply-demand heatmap, rental yield estimates, and district rankings. Real data from 307+ listings, updated nightly.
Compare Tool
Select 2 or more listings and compare side-by-side: price, trust score, size, district, ROI. Instantly see which deal wins on every metric.
Wishlist & Share
Save listings to your wishlist with one tap. Share any property via a short link — no login required for the recipient. Perfect for sending options to clients or family.
14 Phuket Districts, Each with a Pulse
Every listing is geo-tagged to one of 14 mapped districts. Price medians are calculated per district, per property type — a Surin villa and a Patong condo are never benchmarked against each other.
Bang Tao
Luxury resorts · Laguna Golf · longest sandy beach
Surin
Millionaires' row · beach clubs · hillside villas
Layan
Ultra-luxury · serene lagoon · pristine beachfront
Laguna
Award-winning resort · golf · marina lifestyle
Cherng Talay
Fast-growing · Boat Avenue · international schools
Kamala
Boutique village · beach resort · families
Patong
Vibrant nightlife · shopping · entertainment hub
Kata–Karon
Surf beaches · bohemian dining · sunsets
Rawai
Expat community · seafood · island boat access
Nai Harn
Crystal lake · yacht club · laid-back luxury
Chalong
Sailing hub · Chalong Bay · temples · expats
Phuket Town
Sino-Portuguese heritage · Michelin dining
Thalang North
Nature reserves · elephant sanctuary · rural
Mai Khao
Airport vicinity · long beach · turtles · quiet
Built for serious players
Foreign Investor
You want off-plan units at below-median pricing. KAIO flags unicorn deals the moment they appear — cross-source, cross-language. ROI projections built-in. District yield comparison in Analytics.
Expat Relocating
Need a trustworthy rental near international schools — in your language. KAIO shows verified listings with AI summaries in RU, EN, FR, UA, ES, TH. Trust Score tells you who you're really dealing with.
Real Estate Agent
Market intelligence: district price trends, supply-demand heatmaps, deal flow velocity. The Analytics dashboard gives you data to advise clients with authority — not guesswork.
kaio.asia
One platform.
Four sources.
Zero noise.
Four sources.
Zero noise.
307 listings scored and ready. The next unicorn deal appears tonight at 01:00 PHT.