Intelligence & Research
review-monitor
Yelp / Google / Trustpilot review monitor + suggested public-reply drafter for SMBs. Qwen-powered.
Launch kit
review-monitor — launch kit
1-liner
Yelp / Google / Trustpilot review monitor + suggested public-reply drafter for SMBs. Qwen-powered.
Tweet hook
SMB owners check Google reviews ad hoc. Negative reviews sit unanswered for days.
Built a daily monitor: detects new negatives within 24h, drafts the public reply you can edit + post.
$99/mo per location 🧵
- r/smallbusiness: "Auto-respond to Yelp/Google reviews — open"
- r/restaurantowners: "Review-monitoring at $99/location"
Cold-email ICP
Restaurant / dental / salon / hotel owners with 50+ reviews per platform.
Cold-email template
Subject: missed negative review on Google last Tuesday?
Hi {first} — your business {name} has a 3-star review from {date}
sitting unanswered.
We monitor + draft the public reply within 24h. You approve via SMS;
auto-post optional. $99/mo per location.
Free first month. Reply for setup.
SEO content
- "Negative review response templates by industry"
- "Yelp / Google review monitoring tools comparison"
- "Response-rate impact on local-pack ranking"
Documentation
review-monitor
Yelp / Google / Trustpilot review monitor + drafted-response generator for SMBs. Daily scrape + Qwen sentiment + alert on negatives + draft the public reply.
Pricing
- $99/mo per location (1 platform monitored)
- $199/mo per location (3 platforms + Slack alerts)
- $499/mo for chains (10+ locations, custom dashboard)
Run
cd C:\openclaw-products\review-monitor
python -m venv .venv
.\.venv\Scripts\activate
pip install -e .
reviews analyze \
--business-name "Acme Plumbing" \
--business-type plumbing \
--review "Tech showed up 2 hours late. Quote was double what was on the website. Felt scammed." \
--rating 1
Roadmap
- Yelp / Google Maps / Trustpilot scrapers (currently you paste reviews manually)
- Daily cron + delta detection
- Slack / SMS alerts on negative reviews
- Auto-post the response (with operator approval) via business APIs
- Sentiment trends dashboard per location
- Multi-location aggregation