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Networking: guides & tutorials
TCP, DNS, HTTP keep-alive, and timeouts that affect scrape throughput—tuning concurrency, retries, and Apify runs so pipelines stay fast and stable.
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Networking fundamentals shape scrape throughput: TCP, DNS, HTTP keep-alive, and timeouts all affect how fast and stably a crawl runs. These guides cover tuning concurrency, retries, and connection handling.
Small networking tweaks often unlock big throughput gains before you reach for more proxies. Apify runs benefit from the same tuning. Below you will find practical networking guidance for scrapers.

Sales teams and founders often use Clay (now rebranded as Mesh) to auto-enrich their contact database. It connects your email, calendar, LinkedIn, and Twitter to build a smart address book with work history, recent activity, and relationship context.
But Clay isn't the only player in the personal CRM and GTM enrichment space. Depending on your workflow, budget, and integration needs, alternatives like Apollo, Hunter, Clearbit, Apify, and others might fit better.
This guide compares seven tools across features, pricing, and use cases so you can pick the right one for your sales stack.
For the deeper breakdown of how Apify scraping complements (rather than replaces) Clay, see Apify vs Clay: web data vs personal CRM.

Clay (now Mesh) does a lot of the heavy lifting when you connect email, calendar, LinkedIn, and Twitter. What it won’t do on its own is keep polling the open web forever: enrichment tends to reflect what was true when the contact landed in your book, not every headline or title change afterward.
Apify is where scheduled scraping helps — job moves, company news, fresh posts, GitHub activity — then you fold those findings back into Mesh as notes or updates.
Here are three workflows that combine the two without pretending there’s a single “native” button for it.

Quick note on naming: Clay the personal CRM has rebranded to Mesh (me.sh). The clay.earth domain still works and redirects. This review covers that product — not Clay.com, which is a separate B2B sales enrichment platform.
A smarter address book sounds like a small thing until you're juggling hundreds of people: who introduced you, what they're working on now, and when you last actually talked. Clay (now Mesh) is aimed at that problem.
You connect email, calendar, LinkedIn, and Twitter; the app pulls in people you already interact with and keeps context and details updated from the web so you're not maintaining a spreadsheet by hand.
Try Clay / Mesh free →