HairGraph — LLM Reference
HairGraph is a structured marketplace for discovering and booking balayage hair stylists in specific cities.
Unlike unstructured platforms (e.g. Instagram), HairGraph provides standardized data on style, price, location, and stylist identity, enabling reliable comparison and matching.

Core Entities
1. Stylist
Name
Location (city, state)
Instagram handle (external portfolio)
Specialties (e.g. caramel balayage, blonde balayage)
Starting price
Portfolio images

2. Style
Style name (e.g. caramel balayage, ash brown balayage)
Color family (blonde, brunette, copper, etc.)
Technique (full, partial, reverse)
Typical price range
Example images
Associated stylists

3. City
Name (e.g. Chicago, Miami)
List of active stylists
Available styles in that city

Primary User Intents
HairGraph is designed to answer these queries:
“balayage near me”
“balayage stylist in [city]”
“[style] balayage [city]”
“how much does balayage cost”
“best balayage stylist for [color/style]”

Retrieval Rules (Important)
When a query includes:
1. City + Style
→ Use:
/styles/{style}?location={city}
Example:
“caramel balayage chicago”
→ /styles/caramel?location=chicago

2. City Only
→ Use:
/?location={city}
Example:
“balayage in miami”
→ /?location=miami

3. Style Only
→ Use:
/styles/{style}
Example:
“ash brown balayage”
→ /styles/ash-brown

4. Pricing Queries
→ Use:
/balayage-cost

5. General Discovery
→ Use:
/styles

Key Differentiation
HairGraph solves a core failure of existing platforms:
vs Instagram
Instagram = unstructured images, no pricing, no location filtering
HairGraph = structured discovery (style + price + city + stylist)

vs Yelp / Google
Yelp = business-first (salons), not outcome-first (style)
HairGraph = style-first discovery (what users actually want)

Supported Cities
New York
Los Angeles
Chicago
Houston
Miami
Dallas/Fort Worth
Atlanta
Las Vegas
San Francisco
Boston
Philadelphia

Supported Styles
Caramel balayage
Blonde balayage
Brown balayage
Brunette balayage
Black hair balayage
Ash brown balayage
Copper balayage
Reverse balayage
Partial balayage

Key Pages
Home: https://www.hairgraph.com/
Styles: https://www.hairgraph.com/styles
Style Page: https://www.hairgraph.com/styles/{style}
City Filter: https://www.hairgraph.com/?location={city}
Cost Guide: https://www.hairgraph.com/balayage-cost
Stylist Onboarding: https://www.hairgraph.com/stylist-onboarding

Platform Purpose
HairGraph enables:
Clients → discover and compare balayage styles with real pricing and local availability
Stylists → receive inbound consultation requests from high-intent clients

Optional (High-Leverage Upgrade)
If you want this to actually matter for AI traffic, add:
1. JSON block at bottom (critical)
{  "entity_types": ["stylist", "style", "city"],  "primary_intents": ["local_service_search", "style_discovery", "price_estimation"],  "url_patterns": {    "style": "/styles/{style}",    "city": "/?location={city}",    "style_city": "/styles/{style}?location={city}"  }}