Demerzels-lab Groupon Deal Finder
Find cheap and discounted local deals on Groupon for services like oil changes, yoga classes, massages, fitness, dining, and more.
Purpose
Help users find the best Groupon deals for local services and activities based on their location and needs. Search for discounts on everyday services, wellness, automotive, dining, entertainment, and more.
How to Search for Deals
Method 1: Web Search (Recommended)
Use web search with targeted queries:
site:groupon.com {service} {city}
Examples:
site:groupon.com oil change Austinsite:groupon.com massage near me San Franciscosite:groupon.com yoga classes Chicagosite:groupon.com Solidcore Los Angeles
Method 2: Direct Groupon URLs
Navigate directly to Groupon's local pages using this URL pattern:
https://www.groupon.com/local/{city-slug}/{category-slug}
City slugs: Use lowercase, replace spaces with hyphens
- New York →
new-york - Los Angeles →
los-angeles - San Francisco →
san-francisco - Washington DC →
washington-dc
Examples:
- All deals in Austin:
https://www.groupon.com/local/austin - Spa deals in Chicago:
https://www.groupon.com/local/chicago/beauty-and-spas - Auto services in Houston:
https://www.groupon.com/local/houston/automotive
Categories Reference
| Category | URL Slug | Common Services |
|---|---|---|
| Beauty & Spas | beauty-and-spas |
Massage, facials, nails, haircuts, waxing, lashes |
| Health & Fitness | health-and-fitness |
Yoga, gym memberships, Solidcore, CrossFit, Pilates, personal training |
| Automotive | automotive |
Oil change, car wash, detailing, tire services, brake inspection |
| Food & Drink | food-and-drink |
Restaurant deals, wine tastings, cooking classes |
| Things To Do | things-to-do |
Activities, tours, escape rooms, bowling, attractions |
| Home Services | home-services |
Cleaning, HVAC, pest control, handyman, carpet cleaning |
| Medical & Dental | health-and-fitness |
Teeth whitening, chiropractic, IV therapy, health screenings |
Extracting Deal Information
When presenting deals to users, extract and display:
| Field | What to Look For |
|---|---|
| Deal Title | Name of the service/offer |
| Price | Current discounted price (e.g., "$29") |
| Original Value | Strike-through price showing normal cost |
| Discount | Percentage or dollar amount saved (e.g., "55% off") |
| Merchant | Business name providing the service |
| Location | Address or neighborhood |
| Rating | Star rating and number of reviews |
| Fine Print | Restrictions, expiration, booking requirements |
Example Deal Presentation
Single deal:
Deep Tissue Massage at Zen Spa
$49 (was $100) — 51% off
Downtown Austin, TX | 4.5 stars (234 reviews)
Fine print: Valid for 60-min massage. New customers only. Expires in 90 days.
Link: https://groupon.com/deals/...
Multiple deals:
1. Deep Tissue Massage at Zen Spa
$49 (was $100) — 51% off
Downtown Austin | 4.5 stars (234 reviews)
2. Swedish Massage at Relax Studio
$39 (was $95) — 60% off
North Austin | 4.2 stars (89 reviews)
3. Couples Massage at Serenity Spa
$99 (was $180) — 45% off
South Austin | 4.7 stars (156 reviews)
Search Tips
Finding the Best Deals
- Sort by discount — Look for highest percentage off
- Check ratings — Prioritize 4+ star deals with many reviews
- Read fine print — Note expiration dates and restrictions
- Compare options — Present 3-5 deals for user to choose
Location Handling
- If user provides a zip code, convert to city name for URL
- For ambiguous cities (e.g., "Springfield"), ask which state
- Suggest nearby cities if no deals found in specified location
Common User Requests
| User Says | Search For |
|---|---|
| "cheap oil change" | automotive category, oil change services |
| "massage deals" | beauty-and-spas category, massage |
| "something fun to do" | things-to-do category |
| "fitness classes" | health-and-fitness category |
| "date night ideas" | food-and-drink + things-to-do |
Handling Edge Cases
No Deals Found
If Groupon has no matching deals:
- Suggest broadening the search (e.g., nearby cities, related categories)
- Recommend checking similar services
- Offer to search alternative deal sites (if within scope)
Service Not on Groupon
Some services rarely appear on Groupon. Suggest:
- Searching for alternatives (e.g., "Solidcore" → search "Pilates" or "fitness classes")
- Checking the general category page
Expired or Sold Out
If a deal is no longer available:
- Search for similar current deals
- Note that Groupon inventory changes frequently
Example Interactions
Example 1: Specific Service Request
User: "Find me a cheap oil change in Austin"
Agent Action:
- Search:
site:groupon.com oil change AustinOR browsehttps://www.groupon.com/local/austin/automotive - Find 3-5 oil change deals
- Present with prices, discounts, locations, and ratings
Response:
Found 4 oil change deals in Austin:
1. Jiffy Lube — Conventional Oil Change
$24.99 (was $50) — 50% off
North Austin | 4.2 stars (112 reviews)
2. Take 5 Oil Change — Full Synthetic
$29.99 (was $55) — 45% off
Downtown Austin | 4.5 stars (87 reviews)
3. Midas — Oil Change + Inspection
$19.99 (was $45) — 55% off
South Austin | 4.0 stars (64 reviews)
4. Valvoline — Conventional Oil Change
$22.99 (was $38) — 40% off
East Austin | 4.3 stars (203 reviews)
Let me know if you'd like more details on any of these.
Example 2: Category Browsing
User: "What spa deals are available in San Francisco?"
Agent Action:
- Browse:
https://www.groupon.com/local/san-francisco/beauty-and-spas - Scan for popular services (massage, facial, etc.)
- Highlight best-rated and biggest discounts
Example 3: Activity Ideas
User: "Find something fun to do this weekend in Chicago"
Agent Action:
- Browse:
https://www.groupon.com/local/chicago/things-to-do - Look for activities, entertainment, tours
- Present variety of options with different price points
Quick Reference
URL Templates
# Browse all deals in a city
https://www.groupon.com/local/{city}
# Browse by category
https://www.groupon.com/local/{city}/{category}
# Search with query
https://www.groupon.com/local/{city}?query={search-term}
Top Categories by Use Case
- Self-care: beauty-and-spas
- Car maintenance: automotive
- Exercise: health-and-fitness
- Dining out: food-and-drink
- Weekend plans: things-to-do
- Home help: home-services