Three integrated layers — Workflow Studio, Team Library, and Adoption Dashboard — that work together to turn experimentation into institutional capability.
The Studio is a guided, conversational builder. You describe the marketing task. Guzzle Labs asks 4–5 clarifying questions, maps your intent to one of 200+ pre-trained marketing workflow patterns, and outputs a fully documented, repeatable workflow with prompts.
describe the task in plain language
team size, tools, frequency, output format
step-by-step with tool recommendations at every stage
production-ready prompts for each AI touchpoint
Notion page, Google Doc, or PDF
200+ workflow patterns across content, research, campaigns, reporting and customer comms
Every workflow your team builds is saved to a shared, searchable repository — so AI knowledge stops walking out the door with departures and starts compounding with every new hire.
all team AI workflows in one organized place
see who's using which workflows, how often
update workflows as AI tools evolve, with full change history
new hires inherit the full library on Day 1
team rates and improves workflows over time
admins manage who creates, edits, and publishes
A simple management layer that shows which AI workflows your team is using, which aren't, and where coverage is missing — with a weekly auto-generated action plan so you always know what to do next.
overall team score (0–100) updated weekly
most used, least used, never used
marketing functions with no AI workflow coverage
see how adoption compares to similar companies
auto-generated priorities for the manager
ROI you can put on a slide
Workflows recommend the best AI tool for each step — and export to where your team already works.
Most marketing teams have tried solving this with a general AI chatbot, a docs app, or a workflow automation tool. Each solves part of the problem. Only Guzzle Labs does all three — built for marketing.
| Capability | ChatGPT / Claude | Notion AI | Jasper | Zapier | Guzzle Labs |
|---|---|---|---|---|---|
| Guided workflow builder | — | — | — | Code-ish | ✓ Conversational |
| Marketing-specific intelligence | Generic | Generic | Writing only | — | ✓ 200+ patterns |
| Shared team workflow library | — | Docs only | — | — | ✓ Living playbook |
| Adoption tracking & analytics | — | — | — | — | ✓ Adoption Score |
| Self-serve setup < 15 min | ✓ | — | ✓ | — | ✓ |
| Starting price | $20/mo | $16/mo | $49/mo | $19/mo | $49/mo · team plan from $149 |
Full access to the Workflow Studio and Team Library for 14 days. No credit card required.