Location data quality checklist
A short checklist to keep address and coordinate data reliable.
Location API for AI and developers
Normalize, geocode, and reverse geocode with one LocStack API.
Turn messy inputs into consistent, AI-ready location records. LocStack standardizes addresses, returns coordinates, and enriches results with confidence and components.
Batch + realtime Structured JSON Confidence signals
API response
Clean, consistent fields.
Standardize addresses and enrich them with normalized components for analytics and AI.
Normalized line 1 123 Market St
Precision Rooftop
Confidence High
Quality guardrails
Resolve ambiguity fast.
Return candidates, confidence, and suggested fixes when inputs are incomplete.
AI-ready output
Multi-region
Coverage designed for global teams and AI workflows.
Consistent
Structured schemas for analytics, search, and enrichment.
Fast
Low-latency responses that keep apps snappy.
Products
One API for your entire location stack.
LocStack gives developers a single, reliable API for address standardization, geocoding, and reverse geocoding.
Address standardization
Clean every address.
Normalize formats, parse components, and standardize abbreviations for clean records.
- Parsed address components
- Formatting fixes and deduping
- Confidence and match signals
Geocoding
Pinpoint coordinates.
Convert addresses to latitude/longitude with precision and structured metadata.
- Precision and confidence metadata
- Batch + realtime endpoints
- Consistent JSON output
Reverse geocoding
Turn coords into context.
Map latitude/longitude back to addresses, neighborhoods, and regions.
- Neighborhood and admin levels
- Readable address formatting
- Multiple candidates when needed
Why teams switch
Location data is messy by default.
Legacy APIs return inconsistent fields, and raw addresses slow down AI pipelines. LocStack keeps outputs predictable so your team can build faster.
1
Addresses arrive in every format
Normalize inputs so every record is clean and usable.
2
Outputs vary across providers
Use one schema for standardization, geocoding, and reverse geocoding.
3
Manual cleanup slows shipping
Confidence signals help you automate downstream workflows.
How it works
Ship location data in three steps
Send raw inputs, receive normalized outputs, and enrich your stack in minutes.
1. Send address or coordinates
2. Receive normalized fields and precision
3. Store, enrich, and automate workflows
Pricing
Usage-based pricing that scales with you.
Start free, then pay for what you use with simple, transparent tiers.
Usage-based
Transparent pricing with volume discounts.
Free
Free
For prototypes and early testing.
- ✓Limited monthly requests
- ✓Address standardization
- ✓Community support
Builder
Usage-based
For production apps with steady volume.
- ✓Standardization + geocoding
- ✓Batch endpoints
- ✓Email support
Growth
Volume pricing
For teams scaling location workflows.
- ✓Reverse geocoding
- ✓Priority throughput
- ✓Dedicated support
Enterprise
Custom
For regulated or global deployments.
- ✓Custom SLAs
- ✓Data retention controls
- ✓Dedicated onboarding
FAQ
Quick answers for builders.
Need something specific? We usually respond within one business day.
Ask a questionDo you support batch processing?
Yes. Use batch endpoints for large datasets or scheduled enrichment jobs.
What formats do you accept?
Send raw address strings or lat/long pairs. LocStack returns structured JSON components.
How do you handle ambiguous inputs?
We return confidence scores and candidate results so you can choose how to resolve them.
Can we keep data private?
Yes. We can align on data retention and privacy requirements for your team.
From the blog
Location data playbooks.
Shipping guides, geospatial insights, and AI-ready workflows.
Building batch geocoding jobs without manual cleanup
Practical steps for processing large datasets with predictable outputs.
Designing a location schema your team can trust
A practical checklist for fields, confidence scores, and data governance.
Comparisons
See how LocStack compares.
Evaluate your options without losing time on migrations.
Maps Platform Suite
Full mapping suite, heavy for API-only needs.
Platforms that bundle maps, tiles, and navigation are powerful, but often overkill when you only need geocoding and address quality. LocStack focuses on fast, consistent location data with a single API surface.
Legacy Address Databases
Historical datasets without modern signals.
Legacy address datasets are useful for archival cleanup, but often lack realtime APIs, confidence metadata, or consistent formatting. LocStack adds modern standardization and enrichment signals.
Open-source Stack
Flexible, but heavy to maintain.
Open-source geocoders and datasets give you full control, but you take on hosting, data updates, and scaling. LocStack delivers managed infrastructure with predictable output quality.
Ready to build
Ship clean location data today.
Tell us your use case and we will help you pick the right plan and integration path.