Marketing, engineered.
An agency that runs AI marketing systems with humans in the loop. AI agents draft, judges score, engineers and editors sign off every output before it ships. Human-quality work, on your portal in real time.
top: "ai marketing systems", "agent-led distribution", "self-improving content"…
flagged: rival_b launched paid carousel on Meta · +2 LinkedIn long-form
top 3 will route to engineer review before publish.
files audit_report.html · findings.jsonl · recommendations.md
This ledger is here so you see the depth of work, not a meter.
Everything a marketing team does.
Run by AI, owned by humans.
The work a 5–15 person marketing team ships — written, designed, monitored, measured. AI agents do the work; our engineers and editors sign off everything before it reaches your channels.
AI drafts. We iterate, verify, and own every output.
Agents self-improve.
Between client work, our agents practice on themselves and keep what works.
We pick the right version.
Our engineers pick the agent variant that performs best in your domain.
Agents do the work.
They draft, design, monitor and measure — across every channel you run.
Humans approve.
Our engineers and editors iterate, verify, and sign off every output.
Publish + learn.
Outputs ship to your channels. What works feeds back into step one.
Content factories.
Long-form articles + blog SEO. Short-form posts on X, LinkedIn, Threads. Email newsletters + lifecycle sequences. Landing-page and microsite copy on demand. Same voice persona across every channel — no rewriting per surface.
Creative production.
Static visuals — IG carousels, LinkedIn document decks, hero images, ad statics, blog graphics. Short-form video for TikTok, Reels, Stories, YouTube Shorts. Paid ad creative for Meta, LinkedIn, Google. Brand-asset variants at scale.
Intelligence + monitoring.
Continuous scan of competitors, brand mentions, AI-search visibility, share-of-voice, category trends. Ad libraries, news + PR, social, Reddit, podcasts, reviews, search results, app stores. Ranked signals — not a dashboard of noise.
Diagnostics + reporting.
149-lens marketing audit (the $1K–$3K phase 01). Live portal: delivered reports, agent transcripts, cost ledger, audit trail. Weekly + monthly + quarterly performance reporting. Compliance gating where your industry requires it.
We’re a full agency, not a fixed product. Every engagement is shaped around what you actually need — talk to us about anything not on this page. Custom marketing work, discussed openly, quoted up front.
Two phases.
Each stands alone.
Fixed scope per phase. Fixed price per phase. You exit after either one and the work holds up. No 12-month retainers, no escalation ladders.
- — 149 lenses across 9 measured dimensions
- — Every finding sourced, severity-ranked, pipeline-tagged
- — HTML report + raw JSONL attached
Refunded if we don’t surface three specific distribution gaps.
Start →- — Run on freddy infrastructure
- — Watch the work on your portal
- — Snapshot export on handoff
You've done this with an agency.
It doesn't have to be that.
| Dimension | Traditional agency | Boutique AI studio | freddy |
|---|---|---|---|
| Headcount on your work | 5–15 humans, account managers, slides | 2–5 humans, founder + small team | 1–2 engineers + multiple AI sessions per task |
| Monthly spend | $15K – $60K retainer | $8K – $25K retainer | $2K – $10K / month |
| Iteration speed | Weeks per change (approval cycles) | Days per change | 1–2 day max for quality work |
| Reporting | Curated slides, monthly | Branded dashboard you log into | Live HTML reports · designed to read · raw JSONL attached |
| Visibility into the work | Status emails, scheduled check-ins | Monthly digest, occasional ad-hoc updates | Live agent transcripts · streaming telemetry · full audit trail |
| What you actually get | PowerPoints. Dashboards. Reports. | Their codebase. You license access. | Audit deliverables · live portal of the work · agents run on freddy · snapshot export optional |
| When we part ways | Marketing stops | Licenses revert, dashboard expires | Engagement ends · exported snapshots stay with you if you opted in (frozen at handoff) |
Swipe table to compare →
Answered in advance.
01what does freddy actually do?
We audit your distribution surface, then build and run the AI marketing systems the audit calls for. Engineering work, not campaign work — every output reviewed by our engineers and editors before it ships.
02why not just hire an agency?
You can. The bet here is that most marketing work in 2026 is engineering, and an engineer-led agency delivers it with less overhead and faster turnaround than a traditional 5–15 person team.
03can one person really replace a marketing team?
Depends on what the team does. Content research, competitive monitoring, publishing, reporting — yes, those. Buyer interviews, brand strategy, live events — no. The audit tells you which kind of team you have.
04why so cheap? what’s the catch?
No catch. No 15 salaries, no rented office, no sales team. You pay for output. Our ceiling is the calendar — which is why we cap at ten operate clients (6 currently open).
05bus factor — what if you disappear?
Audit-only: you keep the report and raw data, take them anywhere. Operate: at handoff we can export a point-in-time snapshot of the agents, pipelines, runbooks, and keys — yours to self-host or hand to another engineer (snapshots freeze and stop receiving improvements).
06isn’t this just chatgpt with extra steps?
No. ChatGPT is a tool; we’re an agency — self-improving agents with scoring, routing, cost control, audit trails, and on-call ops, plus a human signing off every output before it ships.
07what if the audit finds nothing?
If the audit doesn’t name at least three specific distribution gaps and a plan to close them, you get a refund. Haven’t had to issue one.
08do I have to continue after the audit?
No. The audit is complete on its own. You get the report, the raw data, the agent snapshot, and full ownership. Operate is a separate decision, made with more information once the audit is in.
09who’s responsible for the work?
We are. We iterate every output with the AI, verify it before delivery, and stand behind it contractually — IP assigns to you on payment, with standard agency warranties and indemnity. AI is a tool we operate; the responsibility is ours.
10what happens to my data?
Your content and data never train any model — contractual no-train clause with every provider we use. Stored encrypted on EU/US infrastructure, retained only as long as the engagement runs, deleted on request. GDPR-compliant by default.
11do you work in regulated industries?
Yes. We run dedicated compliance rule sets for regulated verticals — medical, legal, financial — with the relevant claim restrictions, disclosure rules, and review gates wired into every output.
12what languages do you work in?
We work in English internally, but outputs ship in any language at native quality. We operate across the EU and US.
Start with
an audit.
One week. From $1,000. Refunded if it doesn't surface three specific distribution gaps and a plan to close them. Email me your domain and one paragraph about your setup.
Book audit →Reply within 24 hours · dev@noszczyk.ai