Pipeline vs Spaces

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Pipeline compared with Spaces
Detail	Pipeline	Spaces
What it does	AI agent team for B2B outbound with native LinkedIn automation	Communication infrastructure for AI agents
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	US
Pricing model	Paid	Freemium
Pricing	Founding 50 seats: $99/month locked for life. After founding cohort fills: $149/month. Pure BYOK model with no credits or usage markup. Provider costs (typically $20-$60/month) paid directly to providers.	Free plan: 1 connected account, 25 actions a day (50 with card on file), no card required. Pay as you go: $9 per connected account per month with 1,000 actions per account included, then $5 per 1,000 additional actions, $4 per 1,000 above 100,000 and $3 per 1,000 above 1,000,000 in a month.
Key features	Five-agent team (Strategist, GTM Engineer, Reply Agent, SDR Agent, GTM Lead) Hosted MCP server for external agents Pipeline-gtm CLI for coding agents REST API with OpenAPI specification Data enrichment tables Buying-signal tracking 285 documented API operations	One inbox for multiple channels (Instagram, WhatsApp, LinkedIn, Messenger, TikTok) Scheduled messages with local time and working hours control Auto-replies and routines triggered by keywords or time Comment-to-DM and comment reply handling Hand-over conversations to team members Pause and approval controls for all sending Follow-ups that stop when recipient replies Daily limits, natural pacing and warm-up for new accounts Post and schedule publishing on Instagram and LinkedIn Multi-account management with per-account limits
What makes it different	Pure BYOK model with no usage credits or markups One workspace contract across CLI, MCP, SDK, and REST Deterministic operations that never invoke AI Done-for-you service with transparent operator-led execution	Integrates with any AI agent (Claude, ChatGPT, Grok, Cursor, Codex) without requiring code Automatically enforces platform safety limits to reduce account restriction risk Full user control with drafts, pause and team hand-over options Free plan with no card required and no end date Supports AI-driven lead generation and customer support workflows
Community votes	0	0
DR (Domain Rating by Ahrefs)	Not checked yet no change since last check	2 no change since last check
Trust Flow (Majestic)	0	4
Citation Flow (Majestic)	10	22
Referring domains (Majestic)	4	16

5 details filled in for both companies.

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