# Collaborative AI agents, apps and context for go-to-market teams. Loop is one place where your go-to-market team works with AI agents that know your brand, with shared content, workflows and control over what AI does. Collaboration ## Work in the same thread or comment, with AI Fewer disconnected chats, uncoordinated campaigns, and duplicated work. - Collaboration: Work in the same thread or comment, with AI. Fewer disconnected chats, uncoordinated campaigns, and duplicated work. - Content: Bring your best work into every conversation.. Less blank pages and off-brand drafts. - Connection: Bring your content, experts, and skills together in one connected map. Less siloed tools, failed searches, and lost expertise. - Control: See how every AI output was made, what it cost, and who can access it. Less black-box AI and inconsistent adoption. - Context: Give every agent your brand, teams, and process to work from. Less prompting, re-explaining, and copy-paste. - Catalyst: Your content is checked while you sleep. Less stale content and guesswork. Collaboration: work together with AI ### Connect your go-to-market teams Loop has 20 prebuilt go-to-market agents that learn how your team works. The bigger change is having AI in the same thread or document as everyone else. Comment on a launch plan, assign a teammate or an agent to review it, and watch the revisions happen in the same document. - Stay In Sync — Assign, review, and comment with agents and teammates. - One Inbox — Every notification and digest in one place. - Automate with Checkpoints — Automate workflows with human approval steps built in. [See use cases](https://loopllm.ai/use-cases) Content: create on-brand content ### Create personalized content Loop learns your voice from your real writing and applies it to everything it writes. Your content is organized and scored against your standards, and your best work is featured. The result: forgotten ideas become creative briefs, and an old sales document becomes an on-brand template. - Refresh Your Best — Curate, score, and feature your top content with AI. - Tag Once, Use Everywhere — Tag content once and it shows up in search and for agents. - Personalize at Scale — Generate on-brand, personalized content for many audiences at once. Connection: connect your systems and people ### Link all your go-to-market knowledge Loop connects to your tools and to web pages. Your people are listed by what they know, and anything can be tagged or @-mentioned, so everything in your go-to-market work is linked together. - Sync Your Systems — Connect Drive, Notion, and Slack, and let AI tools that support MCP, an open standard, connect to Loop. - Map Your Experts — Map expertise and skills across your whole team. - See It All Linked — One connected map of your content, agents, and people. [See integrations](https://loopllm.ai/marketplace/integrations) Control: see and set the rules ### See and control what AI does You can set who can access what, down to the organization, team, file, and field, and see analytics at each level. Every AI request is logged and analyzed, so you never have to choose between smart and safe. - Control output, cap spending — Set permissions and AI rules down to individual files. - Right model, right job. — Pick the right model per use case and control spend. - See every request and its cost — Track the cost of every AI request by model and team. [See what you can build](https://loopllm.ai/builders) Context: give AI the background ### Give AI the background it needs Before each request, Loop’s Context Engine assembles what the AI needs: your brand voice, business context, the agent’s own knowledge, and memory of past conversations. No prompt engineering. Just ask. - Context Assembled for You — Up to 18 layers of context per request, assembled and cached automatically. - Curate Collections — Build bundles of knowledge that any agent can use. - Remember Past Work — Load conversation, personal, and company memory on every request. Catalyst: keep improving ### Measure what works and improve it Loop gets more valuable over time. Output from AI and from your team is evaluated, and the results feed back into improvement. Content scores, agent quality, and prompt effectiveness are all measured and used in the next interaction. - Score What Works — Score content, agents, and skills 0–100 automatically. - Analyze Impact — Track performance trends across people and content. - Flag Stale Content — Content is scored overnight, and what has gone stale is flagged for review. [See plans](https://loopllm.ai/pricing) ## Works with the tools you already use - Claude - Composio - Gemini - Gmail - Google Drive - HubSpot - Notion - OpenAI - Slack - Stripe - Twilio [See all integrations](https://loopllm.ai/marketplace/integrations) ## Built for every go-to-market role Each role gets agents and templates made for its work, and everyone shares the same content and context. - Generate on-brand campaigns, emails, and social posts with agents that know your brand - Turn your best messaging into reusable templates - Keep every asset aligned to your brand and voice - Repurpose one document into a full content set - Collaborate across teams without losing consistency [Explore Marketing agents →](https://loopllm.ai/public/agents?dept=marketing) - Draft PRDs and release notes grounded in your roadmap - Synthesize customer feedback into prioritized themes - Score and sequence features with built-in frameworks - Communicate roadmap updates to every stakeholder - Keep product docs in sync with a living knowledge base [Explore Product agents →](https://loopllm.ai/public/agents?dept=product) - Research prospects in seconds with AI company intelligence - Generate personalized outreach with real talking points - Build competitive battlecards that stay current - Create proposals and slides with brand-approved messaging - Prepare for objections with built-in discovery frameworks [Explore Sales agents →](https://loopllm.ai/public/agents?dept=sales) - Run market and competitive research with AI - Build positioning and messaging frameworks - Pressure-test launch plans and go-to-market plans - Turn win/loss analysis into repeatable playbooks - Align the whole org around one strategy narrative [Explore Strategy agents →](https://loopllm.ai/public/agents?dept=strategy) Updated October 26, 2026 --- Source: https://loopllm.ai/product