We extract verified Canadian business profiles, contact details, operating hours, and user reviews from N49.com. Delivered as clean JSON, CSV, or Parquet to your infrastructure.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Business Profiles objects from n49.com. All fields typed and schema-versioned.
"business_id": "N49-847291", "name": "Toronto Plumbing Services", "address": "123 King St W", "city": "Toronto", "province": "ON", "postal_code": "M5X 1A9", "phone": "416-555-0198", "category": "Home Services"
| # | business_id | name | address | city | province | postal_code |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Reviews & Ratings objects from n49.com. All fields typed and schema-versioned.
"review_id": "REV-99382", "business_id": "N49-847291", "reviewer_name": "Sarah Jenkins", "star_rating": 5, "review_text": "Excellent service and prompt arrival.", "review_date": "2023-11-14", "helpful_votes": 3
| # | review_id | business_id | reviewer_name | reviewer_location | star_rating | review_text |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Operating Hours objects from n49.com. All fields typed and schema-versioned.
"business_id": "N49-847291", "monday": "08:00-18:00", "tuesday": "08:00-18:00", "wednesday": "08:00-18:00", "thursday": "08:00-18:00", "friday": "08:00-18:00", "saturday": "09:00-15:00"
| # | business_id | monday | tuesday | wednesday | thursday | friday |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Social & Links objects from n49.com. All fields typed and schema-versioned.
"business_id": "N49-847291", "facebook_url": "facebook.com/torontoplumbing", "twitter_url": "twitter.com/toplumbing", "instagram_url": "instagram.com/toplumbing", "contact_email": "info@torontoplumbing.ca", "booking_url": "torontoplumbing.ca/book", "linkedin_url": "linkedin.com/company/torontoplumbing"
| # | business_id | facebook_url | twitter_url | instagram_url | linkedin_url | youtube_url |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Search Results objects from n49.com. All fields typed and schema-versioned.
"keyword": "plumber", "location": "Toronto, ON", "position": 1, "business_id": "N49-847291", "name": "Toronto Plumbing Services", "rating": 4.8, "review_count": 142, "sponsored": false
| # | keyword | location | position | business_id | name | rating |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our N49 scraper handles category traversal, search pagination, and location-based routing to extract complete business profiles and user reviews across Canada.
Extract Name, Address, and Phone number accurately formatted and validated across all Canadian provinces and territories.
Capture full review text, star ratings, reviewer names, and business response text paginated across all review pages.
Traverse N49's directory structure by specific cities, postal codes, or industry categories for targeted data collection.
Identify whether a business profile has been officially claimed by the owner, a key signal for lead generation.
Extract associated Facebook, Twitter, Instagram, and official website URLs linked on the N49 business profile.
Parse unstructured opening hours into clean, queryable daily schedules including weekend and holiday variations.
Automatically navigate through deep category search results and extensive review lists without missing records.
Configure continuous pipelines at weekly or monthly cadences with change-detection diffing for fresh data.
Utilise Canadian residential proxies and intelligent request pacing to bypass rate limits and IP bans.
Brief in. Clean data out.
Provide target Canadian cities, provinces, or industry categories. We design the extraction schema together.
We configure Scrapy crawlers, Canadian proxy rotation, and session management tailored for n49.com.
Schema validation, null-rate checks, and address format standardisation before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
Extracting regional directories requires strict adherence to geographic proxy routing and careful pagination handling.
N49 expects traffic from Canadian users. Our crawlers use residential ISP proxies strictly routed through Canadian nodes to ensure consistent access and prevent geographic blocking.
Directory layouts can vary between claimed and unclaimed listings. Our selector strategy uses multiple fallback chains to ensure NAP data is captured regardless of page template variations.
We programmatically navigate N49's complex category and location hierarchies, ensuring comprehensive coverage of niche sub-categories and smaller municipalities.
For ongoing monitoring, we maintain a hash index of last-seen values per business. Subsequent runs only push diffs, reducing compute cost and downstream processing load.
Every run emits structured logs to our observability stack. We alert on null-rate spikes and coverage drops, responding before data quality is impacted.
Agencies audit N49 listings to ensure NAP consistency for clients and identify missing citation opportunities.
Sales teams extract newly listed or unclaimed businesses across specific Canadian provinces to build targeted outreach lists.
Brands monitor user reviews and star ratings across their franchise locations to address customer feedback promptly.
Analysts track category saturation and competitor presence within specific Canadian metropolitan areas.
Geospatial firms enrich their Point of Interest (POI) databases with verified local business coordinates and operating hours.
Firms analyse review volume and sentiment trends to gauge local economic activity and brand performance.
"N49 holds a highly concentrated index of Canadian local businesses and consumer sentiment - querying it at scale requires dedicated infrastructure to bypass rate limits."
Extracting regional directories like N49.com requires strict adherence to geographic proxy routing and careful pagination handling. DataFlirt manages the residential proxies, selector maintenance, and schema validation so your teams receive clean, structured POI data without the operational overhead.
Everything supported by our n49.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.
Open-source tooling on proven cloud infra — no vendor lock-in, full observability.
Scrapy handles crawl orchestration, deduplication, and retry logic. Playwright handles dynamic content and interaction flows. Combined via scrapy-playwright middleware.
We maintain pools of residential ISP proxies across Canadian regions. Rotation happens per-request with sticky sessions where required to mimic local user traffic.
Pipelines run on AWS Lambda and ECS. Airflow handles scheduling, dependency management, and SLA alerting. All state stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About n49.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available directory information is generally permissible under applicable law. DataFlirt targets only public, non-authenticated business profiles and review data. We do not extract personal user data behind login walls or violate privacy regulations. Clients should review N49's terms and consult legal counsel for specific use cases.
We route all N49 extraction requests through Canadian residential proxies. This ensures our crawlers see the same localized content and directory structures as a standard user based in Canada, preventing location-based blocking.
Yes. We can configure the pipeline to target specific provinces, cities, or even individual postal codes, ensuring you only receive data relevant to your target market.
For continuous monitoring, pipelines can run on weekly or monthly schedules to capture new business listings and recent reviews. Full directory refreshes are typically scheduled based on your specific ingestion requirements.
We extract the complete review corpus for a business by paginating through all available review pages, capturing historical sentiment alongside recent feedback.
Our smallest packages start at defined category or city lists (typically 5,000-20,000 listings) with monthly delivery. For larger national sweeps, we price based on volume and delivery frequency.
Absolutely. We provide a sample run of up to 500 business listings as part of the pre-engagement scoping process so you can validate schema fit and data quality.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a full export of Ontario businesses or continuous review monitoring across Canada - we scope, build, and operate the pipeline. Tell us what you need.
