AI SDR vs human SDR vs signal-based prospecting
AI SDR vs human SDR vs signal-based prospecting: what each costs, why the published figures contradict each other, and which model suits which deal size.
MCPHow to choose an AI prospecting agent
How to choose an AI prospecting agent: twelve questions that separate the categories, a pilot you can run in a fortnight, and the answers that should end it.
PlaybooksClay for LinkedIn lead generation: what it does and does not
Clay for LinkedIn lead generation: where enrichment starts and sourcing stops, what its plans include, and what you need alongside it to find people at all.
PlaybooksIntent-based outbound vs cold outreach
Intent based outbound vs cold outreach: how each model works, why the published reply-rate claims conflict, the volume ceiling nobody mentions, and when to run both.
Social listeningDone-for-you LinkedIn lead generation: costs and trade-offs
Done-for-you LinkedIn lead generation: what a service includes, published prices from $397 to $25,000 a month, who keeps the assets, and how to evaluate one.
Social listeningLinkedIn social listening vs Sales Navigator
LinkedIn social listening vs Sales Navigator: list-based prospecting against engagement-based intent, what each one misses, current prices, and when to run both.
PlaybooksLinkedIn engagement tracking tools compared (2026)
Eight LinkedIn engagement tracking tools compared on sources, commenters vs likers, ICP checks, email cost, destinations and price, verified 4 October 2026.
PlaybooksTrigify alternative: what to move before 22 October
Looking for a Trigify alternative before it closes on 22 October 2026? What to export, what moves to Signl, what does not, and how the pricing compares.
PlaybooksLive query vs static database: which data model wins
A static database is a snapshot with a decay curve. A live query is a request with a latency cost. The real trade-off, stated without the vendor spin.
MCPMCP clients compared for GTM work
Claude, ChatGPT, Cursor and VS Code compared on what each actually supports: primitives, auth specs, transports and the result limits almost none of them publish.
MCPMCP for sales: how AI agents get live GTM data
MCP lets an AI agent query live company data, buying signals and verified contacts mid-conversation. How it works, what breaks, and how to evaluate a server.
MCPMCP vs API integration for GTM teams
An API needs someone to write the integration. An MCP server describes itself so the agent calls it directly. When each wins, and where Zapier fits.
MCPSignl vs Clay: tables or a data layer for agents
Clay orchestrates providers in a spreadsheet. Signl answers a question when an agent asks. Two different jobs, compared with our bias stated up front.
MCPThe best MCP servers for sales in 2026, honestly compared
Looking for the best MCP server for sales? Apollo, ZoomInfo, Amplemarket, Crustdata and Signl compared on data, pricing and agent fit, with our bias disclosed.