Hard targets, handled
Bot-protected, challenge-gated, JS-rendered, and captcha-protected public pages. We run these in production, not as POCs.
Amazon product data & search API
Amazon product data and curated search, in one API.
Turn a keyword into ranked, grouped product results. Pull any ASIN's price, BSR, rating, and every seller offer. Or scrape Amazon live on demand. Cached search and lookups answer in under 100 ms. US, UK, Germany, Canada, and Australia, self-serve, with 2,500 free credits and no card.
2,500
Free credits to start, no card
<100 ms
Cached search & lookups
5 markets
US, UK, DE, CA, AU · one price
Trusted by
- A physical-AI platform
- A litigation-finance firm
- A healthcare market-intelligence team
- A media production company
- A software asset‑management platform
- An alternative-data platform
Most engagements anonymized. Named references available on request.
The Logimu API
One key for curated search, product data, and live scraping.
Self-serve and metered by credits, live in minutes. Start with 2,500 free credits and no card. Every marketplace costs the same, and you are never billed for a failed or incomplete request.
Curated product search
A keyword becomes ranked, grouped product recommendations in under 100 ms, scored on sales, ratings, reviews, and seller signals. GET /v1/shopping
Product & seller data
Any ASIN's price, BSR, rating, and buy-box, plus every seller offer on the listing. Served from cache in milliseconds. GET /v1/product
Live scrape on demand
Need the freshest numbers? We scrape Amazon live and return structured JSON in seconds. Same key, same endpoints, and you only pay for what lands.
Custom data pipelines
Need more than Amazon? We build and run the feed for you.
Beyond the self-serve API, we design and operate managed extraction pipelines for the hardest targets on the web, delivered as CSV, JSON, API, or database on your schedule. Here is how that managed service works.
How we work
What a custom data-extraction engagement actually looks like.
Most scraping vendors sell credits, proxies, or no-code tools. We sell a working pipeline — scoped to your source, built against your schema, and maintained as the source changes.
Pipelines, not scripts
We build for the three-year horizon. Source-change monitoring, schema validation, retries, alerts, and maintenance are part of the engagement — not out-of-scope surprises.
Engineers, not ticket queues
You talk to the engineer who designed and owns your pipeline. No tiered support handoffs, no account-manager layer translating requirements.
AI layer on your extracted data
Natural-language Q&A over your datasets, AI-enriched metadata, auto-generated briefings, and agent workflows — built on real data, not a generic chatbot. Learn more →
What we extract
The sources our clients actually ask for.
A decade of inbound requests points to the same categories. Each has its own set of anti-bot patterns, schema quirks, and refresh cadences — all of which we handle.
Marketplaces & product catalogs
Distributor catalogs, reseller product feeds, marketplace listings, SaaS/app-store directories — schemas normalized across sources. Including Amazon and Walmart product data pipelines.
Court records & legal filings
Federal and state court dockets, filings, case metadata — continuous monitoring with jurisdiction-specific access patterns.
Government & regulatory data
Licensing registries, carrier databases, public filings, compliance records — bulk extraction from agency portals with session handling.
Professional & provider directories
Healthcare providers, attorneys, specialists, association members — structured contact and credential data at national scale.
Pricing & competitive intelligence
Retail pricing, marketplace buy-box, inventory, and promotion tracking — delivered daily or on demand into BI warehouses.
Industry-specific databases
Out-of-home media inventories, 3D-model catalogs, software license data, industry association records — long-tail sources welcomed.
E-commerce & marketplace data
Amazon and Walmart product data, delivered reliably.
The hardest targets in e-commerce extraction — captchas, Akamai, behavioral fingerprinting. We operate these pipelines in continuous production with 97%+ delivery rates.
Amazon data extraction
Prices, sellers, BSR, reviews, availability, and variation data. Anti-bot bypass and schema maintenance included.
Walmart data extraction
Product data through Akamai Bot Manager. BSR, pricing, seller info, and WFS flags delivered on your schedule.
Amazon product data fields
Full schema documentation: every field we extract, normalized and validated. Beyond what PA-API provides.
Switching from another provider? See how we compare to Bright Data and Firecrawl, or read our guide on scraping Amazon at scale. Lost PA-API access? See our PA-API alternative with a live product-search demo.
Engagement model
From inbound to delivered data in three stages.
Scoped quote within 48 hours. Validated sample before committing. Continuous delivery with maintenance folded into the retainer.
Scope & quote
You share the source(s), schema, volume, and cadence. We return a fixed-scope quote with a delivery plan within 48 hours. No long sales cycle.
Build & validate
We build against the source, deliver a validated sample, and agree the schema and QA criteria before committing to a production run.
Operate & maintain
Continuous extraction to your destination — CSV, JSON, API, database, or S3. Source-change maintenance and monitoring are included in the retainer.
Case snapshot — anonymized
3D-model training data from 20+ distributor sources, running 3+ years.
A physical-AI platform needed continuously-refreshed 3D-model metadata and assets from a fragmented set of distributor and marketplace sources. Each source had distinct authentication, rate limits, and format drift over time. We built and still operate the extraction pipeline, delivering normalized catalog data on a monthly cadence for their training and retrieval stack.
20+ sources
Concurrent distributor and marketplace sites
3+ years
Pipeline in continuous production
Monthly refresh
Normalized metadata delivered into training pipeline
Pricing
Managed engagements start at $1,000/month.
Retainer-based pricing scoped to sources, volume, cadence, and SLA. No per-record metering, no failed-request billing, no credit packs. Full pricing details →
Professional
from$1,000/mo
Single-pipeline managed extraction for 1–3 target sources with daily or weekly delivery.
- Managed proxies, captcha, retries
- CSV, JSON, or API delivery
- Monthly source-change maintenance
- Email support
Enterprise
from$3,000/mo
Multi-source managed operations with real-time or hourly delivery and dedicated engineering attention.
- Up to 15 sources, QA & validation
- Real-time or hourly delivery
- 99.5% uptime target
- Shared dedicated engineer & Slack
Dedicated
Let’s talk
Dedicated engineering pipeline with custom SLAs, unlimited sources, and source-fix targets. Scoped per engagement.
- Unlimited sources, custom SLA
- Dedicated engineers + account mgr
- 24h source-fix target, 99.9% uptime target
- Compliance & security reviews
Field notes
From the engineering desk.
Notes from a decade of running production scrapers — what breaks, what scales, what clients ask for next.
How to scrape Amazon at scale without getting blocked.
Why Amazon's anti-bot system stops most tools, what actually works at production scale, and when to build vs. buy.
Read moreWhy most data-extraction projects fail after six months.
The real cost of scraping isn't the initial build — it's the ongoing maintenance nobody budgets for. Here's the pattern we see repeat.
Read moreWhy normalization is the hardest part of data extraction.
Scraping HTML is easy. Making twenty sources produce one usable schema is where the project actually lives.
Read moreWhy schema drift quietly breaks datasets over time.
Sources don't announce when they change. Catching drift before it poisons downstream systems is a core part of pipeline design.
Read moreStart with the API, or let us build the pipeline.
Get an API key with 2,500 free credits and no card, and make your first call in minutes. Need a fully-managed feed, or a source beyond Amazon? Tell us the sources, schema, and cadence and we reply with a scoped quote within 48 hours.
Get your API key