domain-scout
Daily expiring-domain auction crawler with Qwen brandability scoring. Surfaces undervalued .com flips.
Launch kit
domain-scout — launch kit
1-liner
Daily expiring-domain auction crawler with Qwen brandability scoring. Surfaces undervalued .com flips.
Tweet hook
95% of expiring auctions are junk. Smart domainers manually scan thousands daily.
Built a Qwen-scored filter: brandability + retail estimate + class flag. 50K listings/day → 50 picks worth manual review.
Single $50 buy → $1500 flip pays for the year. Stack 🧵
- r/Domaining: "Open-source brandability scorer for expiring auctions"
- r/NamePros: cross-promote in tools thread
Cold-email ICP
Domain investors with portfolios. Reach via NamePros forum DMs + Twitter @domains.
Cold-email template
Subject: brandability scorer for daily auctions
Hi {first} — saw your portfolio on NamePros.
Built a scorer that filters daily GoDaddy/NameJet auctions to the 5-10%
worth manual review. Qwen rates brandability, estimates retail value,
flags trademark risk.
DIY MIT-licensed; managed alerts $99/mo per metro/category.
Want to test it for a week on your watchlist categories?
SEO content
- "How AI brandability scoring works"
- "Domain auction strategies that actually work in 2026"
- "Brandable .com retail-value benchmarks by category"
Documentation
domain-scout
Daily expiring-domain auction crawler with Qwen-powered brandability + retail-value scoring. Designed for domain investors flipping to Sedo / Afternic.
Why this works
- Most expiring auctions are junk. ~95% of expiring domains have no resale value. Manually scanning 3K-10K daily expirations is uneconomical.
- Qwen-scored brandability filters to ~5-10% of the daily feed worth manual review.
- Retail estimate lets you set a max-bid threshold automatically (target margin $200+).
- Local Qwen = $0 marginal cost. Cloud LLM-scored equivalents (e.g. some pro-level tools) charge $99-499/mo or per-domain.
Pricing tiers
- DIY operator — $0 (you run it, keep all profit on flips)
- Daily digest service — $49/mo per subscriber
- Pro tier — $149/mo + Sedo/Afternic auto-list integration
- Done-for-you — 50/50 split on flips with operator running it
The economics for an operator running it themselves: a single $50 buy → $1500 flip pays for the year of compute. Hit rate is the question; conservative is 1-2 winners/month.
Architecture
sources.py daily crawl of GoDaddy / NameJet / DropCatch / Sedo
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scoring.py Qwen → brandability score, category, retail estimate
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filter brandability >= threshold, bid <= max, margin >= floor
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cli.py email digest / Slack / Telegram alerts
Run locally
cd C:\openclaw-products\domain-scout
python -m venv .venv
.\.venv\Scripts\activate
pip install -e ".[dev]"
# LM Studio with qwen3-30b-a3b-2507 must be running
# Daily scan (cron this at 4am ET)
domainscout scan --pages 5 --min-brandability 0.7 --max-bid-usd 200
# Score one domain
domainscout score-one pipely.com
Roadmap
- NameJet, DropCatch, Sedo source adapters
- Email digest sender (currently CLI prints)
- Backlink + DA enrichment via Ahrefs/Moz API (paid tiers)
- Auto-list winners on Sedo/Afternic post-purchase
- Trademark-risk crosscheck via mcp-trademark
- Wayback Machine history check (avoid spam-burned domains)