for software, hardware and robotics companies

A marketing department that already knows your field.

Technology, AI and robotics: large language models and AI agents, robotics & automation, developer tools and software, startups, cybersecurity and consumer gadgets.

Point it at your site. It runs a real audit, scores what it finds, and produces the work — content briefs, on-page fixes, positioning, outreach — grounded in your market rather than a template. You approve everything before it ships.

Start with your site Watch the walkthrough

It knows what you actually sell

These are the buyer segments the engine already understands in your field. Content, positioning and outreach are built from them — not from a generic checklist.

AI & LLMsLarge language models, assistants, prompting, agents and applications.
Robotics & automationHumanoids, industrial robots, drones and automation.
Developer tools & softwareFrameworks, dev tooling, open source, coding workflows.
Startups & fundingNew companies, rounds, and the business of tech.
CybersecurityThreats, breaches, privacy and defense.
Consumer gadgetsPhones, wearables, and hardware reviews.
Cloud & infrastructureCompute, data centers, APIs and platforms.

And who you are up against

Named, not guessed. The engine tracks the real field so your positioning is written against actual competitors.

Link and citation targets worth earning, also tracked: MIT Technology Review.

What is happening in your market

Refreshed from the industry knowledge base, and fed into every brief the engine writes.

  1. AI agents are moving from demos to real workflows — planning, tool use and multi-step automation.
  2. Open-weights models keep closing the gap with frontier systems, pushing costs down.
  3. Humanoid and general-purpose robotics are attracting major investment and real pilots.
  4. AI is reshaping developer tooling — code generation, review and agentic coding assistants.

Built for agents, not just people

Every site publishes llms.txt, AGENTS.md, an OpenAPI description and an MCP server card, so AI assistants can read, navigate and cite it. Most of this category still blocks them.

Run your site through it