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Agency content, on a learning loop

Stop posting. Start compounding.

Cyclize runs every client brand through one closed loop: capture an idea, generate it in the client's voice, score it, get it human-approved, publish — and feed what comes back into a living, per-brand cell that shapes the next idea. Content that compounds, not another scheduler.

The loop runs the engine · the cell is what it grows

WEEK 00 · 0 POSTS · 0 ENGAGEMENTS Simulation — a brand’s first year, on loop
What you get

Three things every other tool makes you stitch together.

01

Generate in each brand's real voice

A voice profile is the whole prompt, not a tone slider — and every draft carries provenance: which idea, which model, which exact prompt produced it.

02

Human-gated by default, autonomous when earned

Every post lands in review first. Batch-approve a week from one queue or route it to the client — then flip autonomous posting on, per brand and per channel.

03

Attribution that survives renewal season

Paid, SEO, answer-engine (AEO) and social roll into one citation-grounded read per brand, and Experiment Mode reports lift over baseline with a 95% confidence interval.

The recursive loop

One pipeline. Seven states. Each turn grows the cell.

Every post moves through the same states. The last one — Learn — feeds what it earned back into the per-brand cell that shapes the next idea. The loop runs the engine; the cell is what compounds.

  1. 01 Capture An idea lands — Telegram, the form, or the engine
  2. 02 Iterate 3–5 angles in the brand's voice, prompt recorded
  3. 03 Score Rated; the ranker learns what earns for this brand
  4. 04 Promote The winner, with its provenance attached
  5. 05 Review A human on the gate — autonomous once earned
  6. 06 Publish LinkedIn, Meta, YouTube — each its own render
  7. 07 Learn Results grow the cell that shapes the next idea

Walk through the loop

The engine

It decides what to make, then makes the whole thing.

Competitive review

Learn from what's actually winning

Watch the accounts you choose. The engine ranks their posts by real engagement — percentile-gated, so a viral fluke can't skew the read — and feeds the genuine winners into generation.

Opportunity discovery

Get ahead of what's about to matter

Rising keywords, growing trends, breaking catalysts and AEO gaps where you've stopped being cited surface as ranked opportunities, each traced to the signal that sparked it.

Studio · create

The asset, not just the caption

The best image and video models are built in. A post arrives finished, in the brand's look, carrying the same provenance trail — no round-trip to a design tool.

Studio · iterate

Bring your own, refine it here

Drop in a photo, product shot or rough cut and extend, restyle or polish it with the same top-tier models, swapped as the field's best changes.

Publishes to LinkedIn · Meta · YouTube  —  reads Google Ads · Meta · Search Console · SEO & AEO  —  TikTok lands in v2

Why it's different

Everyone owns one slice. No one can prove theirs.

Schedulers post, content tools write, analytics tools chart — and none of them can trace a post to its prompt, prove lift with a confidence interval, or fuse the channels into one read. We can.

See the full comparison

Cyclize · what we can prove5 / 5
Provenance
Every post traces to its idea, iteration, prompt and model
Experiment mode
Lift over baseline, with a 95% confidence interval
Voice
The full, editable prompt — per brand
The gate
Human review by default, autonomous on demand
One read
Paid + SEO + AEO + social, fused and citation-grounded
Next step

Run one brand through the loop.

A 20-minute walkthrough on one of your clients — capture to published — and you'll see exactly where the engine fits.