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Generative AI Agents · Product · 2026

Grow

A developer growth OS in beta: Grow researches your product, rebuilds and optimizes your site, generates and distributes content, studies competitors and measures real outcomes, 24×7.

Grow
Year
2026
Status
Product
Category
Generative AI Agents
Role
Architect & Lead

Key metrics

Beta
Status
~20
Channels

Architecture

A "launch compiler": source material (site, repo, docs, app, evidence) becomes a Product Truth Graph, then research, a recommended thesis, a rebuilt site and coordinated campaign assets, distribution through ~20 native channel adapters, and qualified-outcome learning. Core capabilities run on self-hosted, open-source components.

Case study

Grow

Your product deserves users. You shouldn't have to become a marketer to get them.

Grow is a developer growth OS, now in beta at grow.macleodlabs.com. Connect what you built, and Grow works for you 24×7.

A launch compiler

Grow reads your site, repo, docs and app, and mines a Product Truth Graph of facts, claims, evidence, audiences, pains and offers. From that it:

  • Rebuilds or optimizes your site. It clones and improves what already works, renders a new site from a family of archetypes, and publishes it to a CDN with custom domains and native commerce.
  • Generates coordinated campaigns. Posts, threads, carousels, blogs, images and short-form product videos, all gated on your approval.
  • Distributes natively. About 20 channel adapters, including X, LinkedIn, Reddit, Bluesky, Threads, TikTok and YouTube, with no third-party service in the publish path.
  • Handles SEO and AEO. On-page audits and patches, llms.txt and JSON-LD, IndexNow, backlink and citation tracking.
  • Measures real outcomes. Contacts, attribution and an identity graph close the loop from visitor to customer.

The gallery shows sites Grow designed and built.

Tech stack

Next.jsTypeScriptPostgreSQL + pgvectorffmpeg / sharpS3 + CloudFront

Gallery

Other 2026 work