Firehouse vs Lido

Firehose is a real-time web monitoring and data streaming platform built on top of Ahrefs' continuous web crawling infrastructure. It turns the internet into a live event stream using Server-Sent Events (SSE), delivering instant push notifications whenever matching web pages, news articles, or competitor sites change. Users can define granular filtering rules using standard Lucene query syntax or set up stream parameters directly using plain-English prompts with an AI assistant skill. It is designed to track brand mentions, breaking news, financial SEC filings, price changes, and competitor updates the second they are published online. The tool provides real-time event delivery via live dash…

Lido is a spreadsheet that connects to your business systems and adds AI — pulling live data from databases, CRMs and apps into a familiar grid, then letting you use AI functions inside cells to process it at scale.

Its distinguishing move is treating AI as a spreadsheet formula: write something like =AI("classify this support ticket") across a thousand rows and get structured outputs in seconds — categorization, extraction, summarization, sentiment — without writing code. Connectors bring in live data (SQL databases, CRMs, ad platforms), and automations can email reports or update systems on a schedule.

A free tier lets you try; paid plans scale rows, connections and automation runs.
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