Intent and lookalikes help with timing or market design. They leave you to invent the reason. Syft evaluates public evidence against what you sell and only returns accounts with a verified active reason to engage, with evidence you can open.

Those tools reason and send. They fail when the brief is thin. Syft is the who/why layer upstream: it learns what you sell, returns accounts with a verified active reason to engage, and exposes the same context over MCP so Claude, Grok Bot, Codex, and other agents stop inventing the reason. Yes, Syft has an MCP.

Syft is a sales context engine. It finds who to work and why now, with checkable evidence. It is not a contact database, a sequencer, or an AI SDR. Sequencers and AI sales agents still send. Syft aims them.

No. AI sales agents and sequencers own send and follow-up. Syft owns who and why before anyone sends. Many teams use both: Syft upstream, their sequencer or AI sales agent downstream.

A specific company plus a verified active reason to engage: the problem, why the timing is now, dated evidence, and enough ownership signal to know who to talk to. Not a score. Not a bigger list.

One account on a good day with an hour of prompting is not the hard problem. Context is. The same model with thin context invents personalization. With Syft, it works from accounts that already have a verified active reason to engage. Try that across your watched set on a Tuesday.

Both exist. Most teams overbuy execution and underbuy search: finding who actually needs the product. Syft is the search layer. Execution stays in the tools you already use.

Not meeting volume. Track the share of first calls that become pipeline, then how that pipeline converts to revenue. Syft is working when more first conversations deserve a second one.

Don't wait for inbound. Look for public evidence that a company has an active problem you solve: hiring, leadership changes, structural events, exec commentary, technical docs, deadlines with dates. Syft does that against what you sell, then returns accounts with a verified active reason to engage and evidence you can open. Sellers and agents work those accounts. No form fill required.

We create a profile from what you sell, give you access (including MCP), and on the first call we walk the accounts with a verified active reason to engage in your systems. No slideware demo. The results are yours to work. All that's left is for you to execute.