The Location Guide — Geographically Intelligent Prompting
How to use location context in AI prompts for better local recommendations, services, and decisions.
The Location Guide 🎯
Tell the AI where you are. Watch the answers get dramatically better.
How to Add Location Context
The Location Prompt Formula
Template: "[What you need] + [where you are] + [how far you will go] + [when you need it]"
| Component | Example |
|---|---|
| What | "Italian restaurant" |
| Where | "near King's Cross, London" |
| How far | "within walking distance (15 min)" |
| When | "open tonight after 8pm" |
| Combined | "Italian restaurant within 15 min walk of King's Cross, open tonight after 8pm, mid-range pricing" |
Location Specificity Levels
| Level | Example | When to Use |
|---|---|---|
| Country | "in the UK" | Generic research, national comparisons |
| City | "in Manchester" | City-level services, events |
| Area/neighbourhood | "in Chorlton, Manchester" | Local recommendations, dining |
| Postcode | "near M21 9PQ" | Precise proximity, delivery checks |
| Exact address/landmark | "near the Tate Modern" | Walking directions, nearest services |
More specific = better results. Always use the most specific location you are comfortable sharing.
Location-Aware Prompt Templates
Food and Dining
"What are the best [cuisine] restaurants within [distance] of [location]? I am looking for [price range] with [dietary requirements]. Ideally with [feature: outdoor seating / good for groups / quiet atmosphere]."
Local Services
"I need a [service: plumber / electrician / dentist / vet] near [location]. Must be available [timeframe]. Prioritise high reviews and reasonable pricing. Give me 3 options with contact details."
Activities and Events
"What is happening in [location] this [weekend / evening / week]? I am interested in [interests: music, art, food, outdoors]. Budget: [amount]. For [group: solo / couple / family with kids]."
Property and Neighbourhood
"Tell me about [postcode/area] as a place to live. Include: average property prices, school ratings (Ofsted), transport links, crime statistics, amenities within walking distance, and any known issues."
Emergency and Urgent
"Nearest [emergency dentist / A&E / 24-hour pharmacy / locksmith] to [location] that is open right now. Include phone number and estimated travel time."
Local SEO Intelligence
For businesses, AI can analyse local search performance:
Prompt template: "I run a [type of business] at [location]. Analyse my local SEO presence. What search terms should I target? How do I compare to the top 3 competitors in my area for [service] searches?"
Neighbourhood Comparison
AI excels at comparing locations side by side:
Prompt template: "Compare [area A] and [area B] for a [family / young professional / retiree]. Factors: property prices, transport, schools, restaurants, green space, safety, and community feel."
| Factor | Area A | Area B | Winner |
|---|---|---|---|
| Average house price | AI fills in | AI fills in | AI picks |
| Commute to [workplace] | |||
| School ratings | |||
| Restaurant/cafe density | |||
| Green space access | |||
| Crime rate |
Offline Location Prompting
When abroad or without reliable internet, prepare location prompts in advance:
- Download offline maps (Google Maps, Maps.me)
- Pre-prompt AI for key locations: "I will be in [city] for 3 days. Give me a complete guide: top restaurants by neighbourhood, key landmarks, public transit tips, safety advice, and local customs."
- Save the response offline
- Use it as your local reference throughout the trip
This approach gives you AI-quality local intelligence without needing connectivity on the ground.