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Apify vs Intent Lead Finder
Apify and Intent Lead Finder solve adjacent problems for data and scraping teams, but in opposite ways. One sells you a list; the other finds people publicly raising their hand. Here is the honest side-by-side.
We currently track 37 public buying-intent signals in web scraping infrastructure — 0 with an explicit budget, freshest from May 2026. Each one links to the original post.
The core difference
Apify is built around a stored dataset you query and export. Intent Lead Finder is built around fresh public intent: it watches where buyers in web scraping infrastructure ask for what you sell, scores them, and hands you the warm ones weekly — with the source post attached.
When Apify is the right call
If you need broad firmographic coverage and enrichment at scale, a database like Apify earns its seat. The trade-off is that everyone else can buy the same cold records, and timing is on you.
When Intent Lead Finder wins
If you would rather reach 30 people who this week said they are shopping than 30,000 who have not, Intent Lead Finder is the better fit — and it is $99/mo. Examples of the live intent it captures in web scraping infrastructure:
- Troubleshooting Common Development Errors | PDF - Scribd · intent 50
... PlayWright VS Code Inspector doesn't open inspector. Nest js ... Keeps Logging Out User Postgres XMLTABLE problem with namespaces in the ... - Migrating from Selenium to Playwright: The Complete Guide · intent 66
Mar 18, 2026 ... Pitfalls to watch for: sessions expire during long CI runs, so auth setup succeeds but tests later fail with 401s. If parallel workers share ... - What do you think of the rabbit r1 and its Large Action Model (LAM)? · intent 63
Jan 9, 2024 ... The only question there is how they handle when sessions expire. ... Playwright for processing. The founder is a NFT troll and he's found ... - Why would you want to use BeautifulSoup instead of Selenium? · intent 63
May 16, 2021 ... ... out of memory someone starts complaint that it isn't working and is ... Selenium vs Playwright for Production-Ready Web Scraping Backend? - What are the challenges faced during Web test automation? - Quora · intent 63
Jun 7, 2016 ... There are way too many browsers that are in use today, and each of ... Playwright. Overview: Playwright, developed by Microsoft, is a ... - Anyone running browser-using agents at any kind of scale? What's ... · intent 63
We've tried local Playwright pool, Browserbase, and a few self-hosted setups. ... Once you start scaling, sessions expire, MFA shows up, and login ... - Playwright Authentication: 5 Patterns Every QA Must Know - TestDino · intent 58
May 8, 2026 ... Tokens and sessions expire. If your CI pipeline caches auth state files between runs and the session expires before the next run, all tests ... - Made a local bridge to use Meta Ai as an api : r/vibecoding - Reddit · intent 58
Apr 13, 2026 ... i did something similar with perplexity a while back using playwright to intercept responses. it works until it doesnt lol - sessions expire ...
FAQ
Is Intent Lead Finder a Apify replacement?
Not a like-for-like one. Apify is a contact database; Intent Lead Finder is a warm-intent feed. Many teams run a lean version of both, or replace cold-list spend with intent.
How much does Intent Lead Finder cost vs Apify?
Intent Lead Finder is $99/mo flat. Apify pricing varies by seats and credits and is usually materially higher for comparable reach.
Can I see the data before paying?
Yes — there is a free sample, and every signal links to the original public post.
Related guides
← All guides · How it works · Free sample
Signals aggregated from public posts; we link the source and never publish private data.