Airbnbase — Project Dashboard

phases: 1/6 done

decisions: 16 locked

ideas: 6 captured

prototypes: 6 shipped

open questions: 5

intel agent: live

Project Vision

positioning'guest's side, always'

vacuum engine'monitor + absorb all Airbnb + competitors'

long game'Airbnb → all stays → acquirable'

target user'guests who can't find what they want'

revenue'subscription + B2B secondary'

Phases

Phase 1: Business model & vision'done'

Phase 2: Market research'in progress'

Phase 3: Feature set & product design'queued'

Phase 4: Technical stack'queued'

Phase 5: Design & UX'queued'

Phase 6: Build'queued'

Product Ideas

Unified Hero Input

Unified Hero Input'atoms.dev single input, routes query/URL/filter'

Listing Decoder

Listing Decoder'scraper-poc working end-to-end'

Booking Snapshot

Booking Snapshot'scrape /amenities /house-rules /cancellation-policy'

Listing Alerts

Listing Alerts'sort_order=NEWEST + diff on stored IDs'

Review-Based Summary

Review-Based Summary'Claude Haiku ~/bin/bash.002/listing'

Natural Language Search

Natural Language Search'LLM entity extraction + param mapping'

Tested & Verified — URL Intel

superhost=true'removed from UI, still filters'

ib=true'instant book'

price_filter_input_type=1'total trip price'

flexible_cancellation=true'removed from UI, still filters'

sort_order=NEWEST'powers listing alerts'

items_per_grid=250'bulk fetch'

/stays/{type} URL family'castles camping towers containers tiny-homes farms'

/{location}/stays/boats'location-scoped'

bathroom_privacy[]=ENSUITE'hypothesis'

disable_translation=true'untested'

split_stay=false'unknown'

type=boat'confirmed dead'

Scraper POC

Proven — scraper-poc/

extract-listing.js'node.pdpPresentation full data model'

extract-search.js'search results extraction'

fetch-lazy.js'Playwright reviews + amenities GraphQL capture'

summarize.js'Claude Haiku, 3 outputs: title + description + worth-a-quick-check'

geocode.js'Photon + Nominatim, importance-ranked'

server.js'localhost:3000 test UI'

Prototypes

Atoms.dev-style

prototype/atoms-prototype.html'v1, cobe.js'

prototype/atoms-prototype-v2.html'v2, three.js globe'

Superfilter Iterations

prototype/index.html'original landing'

prototype/superfilter-v4.html'IBM Plex + unified input'

prototype/superfilter-v5.html'social proof avatars'

prototype/unified-input.html'listing decoder'

Daily Intel Agent

Live

routine_id'trig_01AoBea69X5U6mmcQZC8gfiA'

schedule'0 4 * * * UTC (7am Riga)'

output'Google Drive: airbnb-intel-YYYY-MM-DD.md'

last_run'unknown (no recent check)'

Decisions Locked

github MCP'fine-grained PAT, added to settings'

telegram channel'@AirbnbaseBot, plugin connected'

email channel'POST agent-email-worker.atlaide.workers.dev/send confirmed'

mcp-server-airbnb'assessed, NOT installed (our scraper richer)'

geocode.js'Photon + Nominatim added'

scraper-poc'working end-to-end'

atoms-prototype-v2.html'Three.js + slide-in panel'

DESIGN.md'at repo root, 9 sections'

logo dot'#16a34a green'

design reference'atoms.dev locked'

revenue'subscription, B2B secondary'

target user'regular travellers, specific needs'

growth strategy'product → free tier → organic → paid'

start with superfilter'rebuilt flagship'

vacuum engine'monitor + absorb everything'

core positioning'guest's side, always'

Open Questions

tech stack'Ghost replacement?'

10k email list'when to mail?'

growth channels'beyond organic SEO?'

split_stay param'exists?'

amenities sub-page scrape'works to bypass UI truncation?'

Memory & Rules

Memory

feedback_telegram_reactions.md'heartbeat ack'

feedback_language_russian.md'RU default'

project_mac_mini_24_7.md'background workers candidate'

project_agent_email.md'email channel'

project_weekly_github_scan.md'scan idea, awaiting /schedule'

reference_amenity_ids_sheet.md'Google Sheets primary ref'

reference_design_skills.md'5 design repos verified'

Rules

.claude/rules/context.md'session start/end protocol'

.claude/rules/telegram.md'TG channel rules + voice'

.claude/rules/autonomy.md'decision-making'

green dot = live / verified / shipped

amber dot = concept / hypothesis / untested

red dot = dead / failed / removed

grey dot = not started / N/A