Generic AI, AI writers, and agent-builder toolkits each solve a real problem. Fractl Agents is a different shape — a vertical product for marketing teams, with a working agency's methodology baked in. Here's the honest comparison.
Fractl Agents is a new product. Fractl-the-agency that built it is not. The Plays were field-tested on Fortune-500 client work over 5,000+ campaigns. Below, the agency's actual record — public, named, sourced.
Public client list. The Plays were built and tested on this work, not on synthetic data.
Outlets that have published Fractl-produced research, expert quotes, and pitched stories.
Named, public client outcomes from Fractl case studies — what the Plays are codified from.
Co-founders and leadership with public industry profiles — bylines, speaker rosters, citations.
The questions every CMO, agency owner, and head of content brings to a first conversation — phrased the way they actually phrase them. Honest answers, no hedging.
This is just ChatGPT with a nicer UI, isn't it?
heard from CMOs, every weekNo. ChatGPT is a general-purpose model with a blank chat. Fractl Agents is loaded with 14 years of agency methodology, marketing-specific tools wired in, deterministic workflows, sourced outputs with confidence scoring, and a builder UI for adding your own.
The chat surface is familiar. Everything underneath it is different — and that difference is what produces ship-ready output instead of plausible-sounding text.
If Fractl goes away, do I lose all my work?
heard from procurement, alwaysNo. Saved deliverables, files, and conversations are exportable in standard formats (markdown, DOCX, CSV, PDF). Plays and skills you build are yours and can be exported as portable definitions.
The agency itself has been operating since 2012 and isn't going anywhere. But the data is yours either way.
What if it makes things up? Marketing reputations are at stake.
heard from heads of commsOutputs carry sources, lineage, and a confidence score. Anything below threshold is held for human review before being saved as a deliverable.
Workflows are deterministic — same procedure, same way, every run. The expert can only call its wired tools, so it can't fabricate citations. You see exactly which expert ran the work, which skills fired, and which sources got cited.
What happens to our client data and proprietary research?
heard from agency partnersYour work is scoped to your workspace and not used to train any models. Knowledge wikis you add to an expert stay private to your team. Saved deliverables belong to you and are exportable.
If you build a Play that incorporates client-specific knowledge, that Play stays private to your team unless you explicitly share it.
Can my team add their own Plays, or are we stuck with yours?
heard from heads of growthYes. The builder UI lets you create your own experts (with private knowledge wikis), attach skills from the shared catalog or build new ones, compose workflows, and bundle the result as a Play.
Fractl-built Plays can be cloned and customized. New skills you build can be attached to any expert. Everything you build is private to your team.
Are you actually using this on real client work?
heard from agency ownersYes — every day, on real client engagements. Same engine, same Plays. The Plays in the catalog were built and dogfooded by working analysts before being exposed to your team.
New Plays evolve from real engagements. If a recurring client task isn't in the catalog yet, it's because we haven't run it enough times to codify it.
Do I need someone technical to set this up?
heard from in-house teamsNo. Open a Play, drop in your brief, get the output. No prompting, no API keys, no graph wiring. The expert, the workflow, the tools, and the instructions are already loaded.
If you want to build custom Plays later, the builder UI handles that — still no code.
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