PRODUCTION PLAYBOOKS 22 RECIPES

Recipes that ship in 2026.

Production-tested playbooks for the work data teams actually do. Each recipe walks the full pipeline — the tools, the trade-offs, the costs, and the code.

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E-commerce

How to scrape Amazon product data in 2026

A working playbook for pulling Amazon product fields and search-results (SERP) data at scale — price, rating, reviews, ASINs, and rank — using structured extraction and a managed scraping API, without building a proxy farm.

12 min read
E-commerce

How to monitor competitor pricing across e-commerce in 2026

Build a real-time pricing intelligence pipeline that tracks competitor SKUs across Amazon, Shopify, and direct-to-consumer sites — the stack, the cadence, the cost.

14 min read
Real estate

How to scrape Zillow listings at scale in 2026

The honest guide to extracting Zestimate, price, beds, baths, and lot details from Zillow — what works, what fails, and how proptech teams ship in production.

13 min read
Local & maps

How to scrape Google Maps businesses in 2026

Pull places, ratings, reviews, hours, addresses, and coordinates from Google Maps at scale — the architecture local SEO, sales prospecting, and market research teams actually use.

13 min read
Lead generation

How to enrich B2B leads from a domain in 2026

Turn a list of company domains into a sales-ready dataset with tech stack, contact emails, social profiles, and email-deliverability scores — no Clearbit budget required.

14 min read
AI & RAG

How to build a RAG knowledge base from the web in 2026

The 2026 playbook for ingesting public web content into a retrieval-augmented generation pipeline — clean markdown, structured metadata, and freshness without infrastructure pain.

14 min read
Crawling

How to scrape pages behind a login in 2026

A practical guide to authenticated scraping in 2026 — form-based logins, session-persistent flows, and the legal and operational guardrails every team needs.

13 min read
AI & RAG

How to extract structured data from articles in 2026

Pull clean article bodies, JSON-LD, OpenGraph, Twitter Cards, and reading-time metadata from any news or blog page — the modern alternative to building a Readability fork.

13 min read
Crawling

How to crawl an entire website in 2026

The full-site crawler playbook — depth controls, budget caps, robots.txt obedience, sitemap unrolling, and webhook-based delivery for crawls that finish hours later.

13 min read
RevOps

How to verify email addresses at scale in 2026

SMTP-handshake verification, catch-all and disposable detection, MX-record validation — how RevOps teams keep cold-outbound deliverability above 95% in 2026.

12 min read
AI & RAG

How to convert PDFs and documents to clean markdown for RAG in 2026

Turn PDFs, Word docs, spreadsheets, and slide decks into LLM-ready markdown with one API call — OCR for scanned pages included.

11 min read
SEO & AEO

How to audit your site for AI answer engines (AEO) in 2026

Measure whether ChatGPT, Perplexity, and Google's AI answers can find, fetch, and cite your pages — and fix what's blocking them.

12 min read
SEO & AEO

How to run a technical SEO audit with an API in 2026

Programmatic meta-tag, schema, redirect-chain, broken-link, and readability audits — wire a full technical SEO check into CI.

12 min read
Domain intelligence

How to detect a website's tech stack from a domain in 2026

Identify the frameworks, analytics, CMS, and infrastructure a site runs — technographic enrichment without a Clearbit contract.

11 min read
Domain intelligence

How to monitor SSL certificates and discover subdomains in 2026

Track certificate expiry, certificate-transparency history, and the live subdomain attack surface for any domain via API.

11 min read
Domain intelligence

How to geolocate IP addresses and look up ASN ownership in 2026

Resolve any IP to country, city, coordinates, ASN, and network owner — single or bulk — for fraud checks, analytics, and routing decisions.

11 min read
Domain intelligence

How to check SPF, DKIM, and DMARC records in 2026

Validate a domain's email-authentication posture — SPF, DKIM, DMARC — to protect deliverability and catch spoofing risk before it bites.

11 min read
Domain intelligence

How to audit HTTP security headers (CSP, HSTS) in 2026

Programmatically check CSP, HSTS, security.txt, subresource integrity, and mixed content — wire a security-header audit into CI.

11 min read
Domain intelligence

How to check IP and domain reputation with DNSBL in 2026

Look up IP reputation and DNS blocklist status to defend your own infrastructure and vet inbound traffic — free data, no paid threat feeds.

10 min read
Domain intelligence

How to track historical page changes with the Wayback Machine in 2026

Pull archived snapshots of any URL to monitor competitor changes, recover lost content, and build change-over-time datasets.

10 min read
Crawling

How to solve CAPTCHAs programmatically in 2026

Clear reCAPTCHA, hCaptcha, and Turnstile challenges in automation flows on sites you operate or are authorized to access — via one API.

10 min read
Domain intelligence

How to check DNS records and propagation via API in 2026

Resolve A/AAAA/MX/TXT/NS records, check propagation across global resolvers, and run DNS-over-HTTPS lookups — for migrations and monitoring.

11 min read
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