Signals to conversations: intent, enrichment, verification and outreach that lands.
Replace list-buying with evidence: the signals that reveal buying motion, how to score and combine them, and the pipeline machine that turns signals into booked conversations.
Rox sells a swarm of revenue agents that research accounts, write and send outreach, book meetings and update the CRM, priced per agent action and aimed first at enterprise sales teams. AstroFabric is the data layer underneath any rep or agent: discovery, enrichment with provenance, verification, signals, audiences and governed delivery. The honest map, with September 2026 pricing.
Origami is a Y Combinator-backed prospecting agent for small sales teams: describe the businesses you want in plain English, the agent searches the live web, and a list with emails and phones comes back on a low-cost credit plan. AstroFabric runs the whole GTM data chain as governed agent missions with evidence on every field. The honest map, with September 2026 pricing.
Evaluate sales prospecting tools with a sample test: account coverage, buyer-role discovery and verification depth measured against your own target universe.
Sales intelligence tools compared by the decisions they support, with a four-section account brief format that separates dated facts from inferences.
Build a coherent B2B lead generation stack by mapping four handoffs: capture, enrichment, verification, CRM routing and outreach, with owners for each stage.
A four-gate lead qualification checklist: what data shows, what only conversations surface, and why unknown records deserve enrichment, not disqualification.
An evidence-based ICP template with mandatory, preferred and exclusion tiers, named sources, freshness windows and owners, plus a worked fictional example.
Cargo is a revenue orchestration builder: data models, workflows, AI agents and a hundred-plus integrations that a RevOps engineer wires into a system. AstroFabric hands the same GTM data work to agents with an objective. The honest map, with September 2026 pricing.
Unify is an AI outbound platform sold per seat: prospecting, signals, sequencing and managed mailboxes in one product with a free tier. AstroFabric is the credit-priced agent layer that builds, enriches, verifies and delivers GTM data into whatever you send from. The honest map, with September 2026 pricing.
ZoomInfo is the enterprise standard for B2B contact and company data, sold on annual contracts with a copilot on top. AstroFabric is a credit-priced agent layer that plans, enriches, verifies and delivers from an objective. The honest map, with what is publicly known about 2026 pricing.
Lookalike accounts are companies that resemble your best customers on the attributes that predicted the sale, found by starting from real examples rather than filters. The definition, how similarity is computed, how to choose the seed, and where lookalikes fit in a list build.
AI prospecting combines candidate discovery, data enrichment, qualification and a handoff into an outreach workflow. AstroFabric supplies the intelligence
A task-level cost model showing which SDR work AI agents win, which humans keep, and exactly where the handoff line sits in a real outbound pipeline.
A vendor-agnostic scorecard for evaluating AI SDR platforms across data quality, signal coverage, deliverability, and handoff design - before the demos start.
A teardown of AI SDR reply handling: how agents classify responses, answer objections with evidence, and know exactly when to hand off to a human.
An AI SDR researches accounts, verifies contacts, personalizes outreach and books meetings - the definition, the honest capability map, the failure modes, and how to evaluate one without buying a demo.
An architecture-level guide to AI SDR agents: how research, personalization, sequencing, and human handoff fit together in a working outbound system.
Entering a segment where nobody knows you: the two-week evidence build (ICP draft, signal scan, verified list), the personalization rules that survive cold, and the four-week send that reads results honestly.
Most ICPs are opinions formatted as frameworks. Build one from closed-won evidence instead, express it as executable filters, and revalidate it quarterly against what actually converted.
Personalization that earns replies cites something real: the evidence hierarchy, the line between observed and creepy, offer-matching by signal, and drafting rules that scale honestly.
The most underrated buying signal, worked end to end: define the tell, sweep and score postings, find the humans the posting implicates, and open with the evidence - checklist and funnel math included.
The mechanics that decide whether outbound reaches inboxes: authentication, sender reputation, verification tiers, volume discipline - and the preflight that should gate every send.
Signals, fit, verified contacts and grounded personalization - the pipeline loop an agent can run every week.
Open a workspace and the playbook library is waiting - describe the outcome and the agents carry it end to end, on your plan's monthly credits.