Blog
Thoughts on LinkedIn automation, AI agents, and building in public.
How to use Crispy with OpenAI dots and Grok Bot
Connect OpenAI dots and Grok Bot to Crispy for LinkedIn research, inbox triage, content drafting, and reviewed outreach.
MCP + LinkedIn: how AI agents automate outreach
Model Context Protocol lets AI agents use LinkedIn like a human. Here's how it works and why it matters for sales teams.
The complete guide to LinkedIn MCP servers
What Model Context Protocol is, why it matters for LinkedIn automation, and how to set up Crispy as your LinkedIn MCP server in minutes.
LinkedIn API pricing in 2026: official vs alternatives
A breakdown of official LinkedIn API products, permission requirements, rate limits, and how independent alternatives like Crispy compare.
Best LinkedIn API alternatives for developers
Evaluate LinkedIn API alternatives for developers. Compare direct APIs, scraping recipes, visual workflow tools, and custom browser scripts.
How to automate LinkedIn outreach with AI agents
A step-by-step guide to building AI-powered LinkedIn outreach workflows using MCP - from prospect search to personalized messages.
LinkedIn lead generation with AI: a practical guide
How to build a full-funnel LinkedIn lead generation system using AI agents - from search and qualification to outreach and conversion tracking.
How to sync LinkedIn to your CRM with AI (no integrations needed)
Most LinkedIn-CRM integrations are expensive and rigid. Here's how AI agents sync LinkedIn conversations to HubSpot, Salesforce, or any CRM - using MCP instead of built-in connectors.
How to automate LinkedIn content with AI agents
AI agents can research trending topics, draft posts in your voice, schedule them, and track performance - all from a single prompt. Here's how.
Crispy vs Expandi vs HeyReach vs Dripify: which LinkedIn tool in 2026?
A side-by-side comparison of the four leading LinkedIn automation tools - pricing, features, AI support, data ownership, and who each is actually built for.
Why AI-native beats traditional LinkedIn automation
Traditional tools give you workflows. Crispy gives your AI agent superpowers. Here's why the approach is fundamentally different.
Best LinkedIn automation tools in 2026, ranked
The best LinkedIn automation tools in 2026, ranked by what each does best, from AI-agent API platforms to no-code sequencers, content tools, and inbox managers.
The best Expandi alternative for AI-first teams in 2026
Looking for an Expandi alternative? Here is how the top options compare in 2026, and why AI-first teams move to Crispy's MCP server and full LinkedIn API.
The best HeyReach alternative for 2026
Looking for a HeyReach alternative? Compare the top options in 2026 for teams that want a full LinkedIn API beyond outbound, data ownership, and AI-agent automation.
The best Dripify alternative for 2026
Outgrown Dripify? Compare the top Dripify alternatives in 2026 for teams that want API access, AI-agent automation, and room to scale beyond simple sequences.
The best Lemlist alternative for LinkedIn in 2026
Want a LinkedIn-first Lemlist alternative? Compare the top options in 2026 for teams where LinkedIn is the primary channel, not an email add-on.
The best Taplio alternative for 2026
Looking for a Taplio alternative that does more than content? Compare the top options in 2026 for teams that want LinkedIn content plus prospecting and outreach.
The best AuthoredUp alternative for 2026
Want an AuthoredUp alternative that automates more than formatting? Compare the top options in 2026 for LinkedIn content, scheduling, and full outreach.
The best Kondo alternative for 2026
Looking for a Kondo alternative that does more than inbox management? Compare the top options in 2026 for LinkedIn inbox, prospecting, and outreach in one place.
Do you need a LinkedIn Sales Navigator alternative, or something else?
Sales Navigator ($119.99-$159.99/mo) is a research tool, not an outreach tool. Here's what it actually does, where it falls short, and whether Crispy can replace it or should pair with it.
LinkedIn Sales Navigator pricing in 2026: every plan and the real cost
Sales Navigator Core is $119.99/mo, Advanced $159.99/mo, Advanced Plus is custom. Here's exactly what each plan includes, monthly vs annual, and the cost most buyers miss.
LinkedIn SSI score explained: what it is, how it's calculated, and does it matter?
Your LinkedIn Social Selling Index (SSI) is a 0-100 score across four pillars. Here's how each is calculated, what counts as a good score, and how much it actually affects your outreach.
Crispy's default LinkedIn action caps
Crispy's default daily caps, the invitation ceiling, and what those caps do not guarantee. LinkedIn's User Agreement section 8.2 prohibits unauthorized automation.
If LinkedIn restricts your account
Pause sending if LinkedIn restricts the account. Crispy's caps and optional warm-up do not authorize activity under User Agreement section 8.2 and do not guarantee against restriction.
Best AI SDR tools in 2026: autonomous platforms vs bring-your-own-agent
The honest breakdown of AI SDR tools in 2026, from enterprise autonomous platforms like 11x and Artisan to the bring-your-own-agent approach, and how to pick the right one.
LinkedIn connection requests in 2026: 8 templates and one measured acceptance rate
Eight connection-request templates. The only acceptance figure this post cites: 41% of 967 requests sent through Crispy, from 19 sending accounts, between 60 and 365 days ago, excluding requests the sender withdrew and invitations imported from LinkedIn's outstanding list. It is not a universal LinkedIn average.
How to connect LinkedIn to ChatGPT and Claude (2026)
Three ways to give ChatGPT or Claude access to LinkedIn - copy-paste, browser scrapers, and a purpose-built MCP server - and how to pick the one that is safe and actually does the work.
La Growth Machine alternative: Crispy vs La Growth Machine (2026)
La Growth Machine is a multichannel outreach tool billed per identity. Crispy is an AI-agent-native LinkedIn platform at $49/seat/mo. Here is how they actually differ, and which fits.
What Crispy limits when you automate LinkedIn
Crispy's default daily caps and optional warm-up limit volume. LinkedIn's User Agreement section 8.2 prohibits unauthorized automation. These controls do not guarantee against restriction.