
Clearbit
Lusha
DiscoverOrg
Apollo.io
Hunter.io
ZoomInfo
UpLead
Lead411
Gemini
ChatGPT
Claude AI
Perplexity.ai
OpenAI
Poe
Grok
DeepSeek
Clearbit
GeminiGemini is highly recommended for businesses, educators, and individual users who want to enhance their productivity with a reliable, intuitive system. Itโs especially beneficial for users who are already using other Google products, as it offers seamless integration and a familiar interface.
Based on our record, Gemini seems to be a lot more popular than Clearbit. While we know about 191 links to Gemini, we've tracked only 18 mentions of Clearbit. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
Some display names need a lookup table, not fuzzy strings. Pairs like Investing.com / Fusion Media Limited or Lyrie.ai / OTT Cybersecurity Inc. Share almost no tokens, so WRatio stays low and that's correct behavior. For irreconcilable aliases like that you still want GLEIF, Clearbit, or simply a maintained slug โ legal_name map. Fuzzy matching handles stylistic drift on the same name; it canโt handle unrelated... - Source: dev.to / about 1 month ago
Personal email domains destroy this. Clearbit's Enrichment API returns a null company when it hits gmail.com. Apollo routes personal domains straight to a consumer bucket and skips B2B fields entirely. Even PDL's /person/enrich endpoint โ the most permissive of the major providers โ gives you around 32% hit rate on Gmail addresses versus 74% on corporate domains. I measured this across 6,200 signups for a... - Source: dev.to / about 2 months ago
A few things worth flagging: PDL beats Clearbit's historical rates for US and Western European companies, but drops to ~52% match rate for Japan and South Korea specifically. Apollo underperforms on raw company matching but returns significantly more contacts per domain in Prospector-style queries than Clearbit's Prospector ever did โ the tradeoff is more stale titles in the result set. Hunter.io is fast and cheap... - Source: dev.to / about 2 months ago
Match rate of 38% in my test, but the data quality on what it does match is solid: title, seniority, industry, company size all returned cleanly. If you're already in HubSpot and enriching form fills in-place, Clearbit/Breeze is probably your lowest-friction option even at lower match rates. If you're not in HubSpot, there's no reason to choose it over PDL or Prospeo. - Source: dev.to / about 2 months ago
One thing comparison guides consistently get wrong: Clay is not an enrichment API. It's a waterfall orchestration tool that calls People Data Labs, Apollo, Clearbit, and others in sequence for you. It's useful, but it adds 2โ8 seconds of latency per row in my runs and costs more per match than going direct. For a CRM webhook flow where you need sub-second enrichment calls, Clay is the wrong layer to hit first. - Source: dev.to / 2 months ago
Amazon Q Developer / Cline / Roo Code / Gemini / other: a few each. - Source: dev.to / 25 days ago
Driver = uc.Chrome(options=options) Driver.get("https://gemini.google.com") Input("Log into the browser window, then press Enter here to finish setup.") Driver.quit(). - Source: dev.to / 7 days ago
What helped a lot was using AI (strictly speaking, an LLM), specifically Googleโs Gemini (because Iโm too cheap to pay for Claude, especially for a personal project that I have no intention of making any money from). While I may write a follow-up blog post describing my experience, Iโll state briefly that AI saved me from having to read a lot of the documentation, read the tutorials, post questions to a mailing... - Source: dev.to / about 2 months ago
Go to gemini.google.com, select 3.5 Flash from the model selector, and test prompts manually. - Source: dev.to / about 2 months ago
Ah! I finally got you somewhat replicated! It's https://gemini.google.com , when you use the free model. Yeah, that's not even wrong! Don't know what to say. It didn't execute the prompt correctly at all. * https://gemini.google.com/share/6bd33176b27c. - Source: Hacker News / about 2 months ago
Lusha - Search less. Sell more.
ChatGPT - ChatGPT is a powerful, open-source language model.
DiscoverOrg - DiscoverOrg is an IT sales intelligence platform providing technology marketers access to data, IT org charts, and real time projects.
Claude AI - Claude is a next generation AI assistant built for work and trained to be safe, accurate, and secure. An AI assistant from Anthropic.
Apollo.io - Apolloโs predictive prospecting, sales engagement, and actionable analytics help the teams to reach its full revenue potential.
Perplexity.ai - Ask anything