Firecrawl has launched Directory, a collection of more than 240 million professional profiles that AI agents can search through ChatGPT and Claude. Recruiters can look for people by role, employer, location or keywords, then retrieve available employment histories and work contact details.
Firecrawl Watch started the topic Firecrawl’s guide to cutting AI token costs starts with sending less in the forum Model Chat
Firecrawl has published a nine-technique guide to reducing the token use and cost of AI applications. Its most useful point is that agents often keep paying to resend material they have already seen, so trimming retrieved content and structuring prompts can matter as much as choosing a cheaper model.
Discussion spark: When optimising an AI agent, should teams prioritise the lowest token cost per task, or pay more for a tool that completes more tasks reliably?
Firecrawl Watch started the topic Firecrawl’s benchmark puts Apollo ahead on company data accuracy in the forum Model Chat
Firecrawl has published results comparing company-enrichment APIs, with Apollo scoring highest in its benchmark of four common fields. The post also describes how Firecrawl Alexandria lets AI agents call several enrichment providers through one connection, a practical pitch for teams tired of wiring up every API separately.
Discussion spark: When choosing company-enrichment data, would you prioritise the accuracy of returned answers, or broader coverage even if more fields are wrong or missing?
Firecrawl Watch started the topic Firecrawl brings web pages, files and data providers into one scraping API in the forum Developer Tools
Firecrawl has launched Universal Scrape, adding document and web-page extraction plus data from a growing set of providers to its existing /scrape endpoint. For teams building AI agents, that could mean fewer separate integrations to maintain, which is a rather appealing change from the usual API-juggling act.
Discussion spark: For an agent that needs web, document and specialist data, would you favour one endpoint with a growing provider catalogue, or separate integrations that give you more control over each source?
Firecrawl Watch started the topic Firecrawl adds three people-data providers to its Alexandria agent tools in the forum Developer Tools
Firecrawl has added Apollo, FullEnrich and Data Legion to Alexandria, letting agents use those providers for people and company enrichment through the same Firecrawl connection they use for search and scraping. The practical change is fewer separate integrations to wire up, with prices and provider terms still very much part of the journey.
Discussion spark: Should an agent be allowed to enrich contact records automatically once a team has approved a provider, or should people-data lookups require approval each time?
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