OmniScrape vs Apify

1.Platform vs fetch endpoint

Apify asks you to adopt their runtime, storage, and scheduling. OmniScrape asks you to POST a URL from code you already run — Celery, Airflow, Lambda, or a long-lived Go service.

Neither is wrong. Choose based on who owns orchestration: Apify if the platform is the product; OmniScrape if your data team already operates Kubernetes and only needs reliable fetch.

2.What Apify does well

Actors marketplace gives prebuilt scrapers for popular sites — huge time saver for standard targets if maintainers keep them updated.

Built-in scheduling, dataset storage, and webhook notifications reduce glue code for no-code-ish teams. Apify Console shows run history in one place.

• Marketplace Actors for common sites
• Integrated storage and scheduling
• Webhook notifications on run completion
• Good for teams without existing job infrastructure

3.Where teams struggle

Actor model differs from embedding fetch in existing microservices — you may duplicate business logic between Actor code and API services.

Pricing combines platform minutes, compute, and proxy usage — harder to attribute cost to a single SKU in your warehouse than billing.charged per HTTP call.

Teams with mature CI/CD for their own repos sometimes fight Actor deployment workflows vs git-native pipelines.

4.OmniScrape differences

Single /v1/scrape endpoint embeds anywhere — no new orchestration platform. Auto mode routes fast vs js_rendering with metadata.method_used logged.

Per-success Web Unlocker billing with cost in response JSON — finance joins scrape cost to SKU in the same ETL job.

BaaS for Playwright scripts you already have — connect_over_cdp without rewriting as an Actor.

5.Side-by-side: Actor vs REST

Apify returns dataset items after Actor completion. OmniScrape returns data synchronously (or async job ID if you use /v1/scrape/async).

12345678910111213141516// Apify — run Actor via API (conceptual)
POST https://api.apify.com/v2/acts/USER~actor/runs
Authorization: Bearer APIFY_TOKEN
{ "input": { "startUrls": [{ "url": "https://shop.example.com" }] } }
// Poll dataset items from Apify storage

// OmniScrape — embed in your worker
POST https://api.omniscrape.io/v1/scrape
X-API-Key: KEY
{
  "url": "https://shop.example.com/product/1",
  "mode": "auto",
  "output_format": "css_extractor",
  "css_selectors": { "title": "h1", "price": ".price" }
}
// JSON lands directly in your handler

6.CheerioCrawler + OmniScrape

Apify CheerioCrawler fetch hooks can call OmniScrape inside requestHandler instead of gotScraping defaults — keep Actor structure, replace fetch layer.

12345678910111213141516171819202122232425import { CheerioCrawler } from 'crawlee';
import fetch from 'node-fetch';

async function omniscrapeHtml(url: string): Promise<string> {
  const r = await fetch('https://api.omniscrape.io/v1/scrape', {
    method: 'POST',
    headers: {
      'X-API-Key': process.env.OMNISCRAPE_KEY!,
      'Content-Type': 'application/json',
    },
    body: JSON.stringify({ url, mode: 'auto', output_format: 'html' }),
  });
  const j = await r.json();
  if (!j.success) throw new Error(JSON.stringify(j));
  return j.data.content;
}

const crawler = new CheerioCrawler({
  async requestHandler({ request, $, enqueueLinks }) {
    const html = await omniscrapeHtml(request.url);
    const page$ = cheerio.load(html);
    const price = page$('.price').text();
    // ... save to your DB, not only Apify dataset
  },
});

7.Shadow migration plan

Hybrid is valid: Apify orchestration for discovery, OmniScrape for protected PDP fetches inside custom Actors.

• Pick one Actor and reimplement fetch via /v1/scrape in a branch
• Compare dataset field parity for 1 week
• Measure Apify compute + proxy vs OmniScrape billing.charged sum
• Migrate high-churn targets first; keep marketplace Actors for stable niches

8.When to keep Apify

Keep Apify if marketplace Actors cover 80% of targets, your team lives in Apify Console, and shadow tests show no cost win from embedded fetch.

9.When to choose OmniScrape

Choose OmniScrape when fetch must live inside existing services, you want per-request mode and cost in JSON, and headless browser scripts connect via BaaS without Actor packaging.

10.Migration checklist

Complete before decommissioning custom Actors.

• Inventory Actors: marketplace vs custom
• Replace gotScraping/fetch in requestHandler only first
• Log metadata.method_used to compare browser usage
• Export Apify dataset schema; match css_selectors fields
• Set 402 balance alerts in OmniScrape dashboard