ContactOut is a popular Chrome extension for pulling emails and phone numbers off LinkedIn profiles, but it is not the right fit for every team. The export caps surprise people: the Email plan tops out at 300 exports a month and the Email plus Phone plan at 600, even though the marketing copy talks about

Lead Forensics built its name on website visitor identification, turning anonymous traffic into named companies your sales team can chase. It works, but two things push buyers to look elsewhere: the pricing is opaque and quote-only, and the data stops at the company level when what most teams need is a verified contact to email

Saleshandy is a capable cold email platform, but it is not the right fit for every team. Some users hit walls with deliverability after the built-in warm-up, others find the lead finder slow or unreliable, and a few want a different mix of automation, multichannel reach or pricing. If any of that sounds familiar, you

Clay built its reputation on flexibility. You wire together dozens of data providers, layer in AI prompts and watch enriched lists assemble themselves. That same flexibility creates friction. Teams hit a steep learning curve, credit costs climb faster than expected, and someone usually needs RevOps experience to keep the workflows running. When the data quality

Crunchbase built its reputation as the go-to place to look up a startup, check who funded it and skim a company profile before a meeting. It still does that job well. The problem shows up the moment your team needs more than a profile page. Sales reps want verified email addresses and direct dials. Researchers