Content Engine Manual

A detailed guide to flywheel step ②. This is the core of the whole system — AI creates the content, you just review and approve.

A counterintuitive truth first

Most brands’ marketing problem isn’t that their content quality is too low. It’s that their content volume is too low.

I’ve seen teams spend two weeks polishing a perfect video, only to get 500 views. I’ve also seen people post 5 rough pieces a day, with one of them going viral.

The difference isn’t quality — it’s consistency.

ColdIQ, a B2B agency, used the discipline of “post every day” to land 356 client meetings, $80K monthly revenue, and 4 million impressions in a single quarter. One channel, one action: post every day.

You don’t need perfect content. You need a system that puts out content consistently. That’s the value of AutoWhisper CMO.

How 4 AI Agents collaborate

AutoWhisper’s CMO system is made up of 4 AI Agents. Think of it as a complete marketing department — except it’s fully AI-operated, and you’re the CEO:

Planner

What it does: Every Monday, analyzes your product positioning, pain point library, and last week’s content performance — then automatically generates this week’s content plan.

What you see: A content schedule, for example:

• Monday: LinkedIn brand story post + TikTok product demo video
• Tuesday: X pain point resonance post + Instagram slideshow tutorial
• …

What you do: Review it, approve if it looks reasonable, adjust if you want to change something. Done in 15 minutes.

What makes it smart: Planner isn’t assigning content at random. It reads the Analyst’s StrategyBrief — if an angle performed well last week, this week’s plan automatically doubles down on it; if a platform had the highest ROI last week, this week puts more focus there. Every week’s plan is smarter than the last.

Writer

What it does: Automatically generates 6 types of content following the Planner’s schedule.

What you see: Generated videos, articles, and social copy waiting for your review.

What you do: Approve the good ones, reject the bad ones with a quick note on why (e.g. “tone is too formal” or “wrong pain point”).

What makes it smart: Writer isn’t a generic AI. It has read your product description, pain point library, BrandPlaybook (a brand style guide maintained by Analyst), and your entire history of approvals and rejections. It’s a dedicated writer that gets to know your brand better the more you use it.

Publisher

What it does: Automatically publishes approved content to connected platforms.

What you do: Nothing. Approve = publish.

Supported platforms: TikTok, Instagram, YouTube, LinkedIn, X, Facebook, Pinterest, Threads, Bluesky — fully automated. Xiaohongshu, WeChat Official Account, Douyin — semi-automated (AI generates the content, you copy and post).

Analyst

What it does: This is the brain of the system. It does 5 things:

1. Score: Rates the performance of every piece of content
2. Learn preferences: Studies your brand style from your approvals and rejections
3. Maintain the playbook: Keeps the BrandPlaybook updated — Writer consults it every time it generates content
4. Generate strategy: Produces a weekly StrategyBrief to guide Planner’s next week plan
5. Monitor trends: Tracks industry news and competitor activity, weaving insights into the content strategy

What you do: Nothing. It’s learning quietly in the background.

What this means: The content quality in week 1 and week 12 are completely different — not because you changed, but because the AI learned who you are.

6 content types

Writer Agent can generate 6 types of content. Not all of them will suit your business — use the selection guide below to decide.

How to choose — a simple decision tree

Does your product have a physical form or a visually demonstrable app?
  ├── Yes → UGC Video + Slideshow (must-have) + Cinematic Video (optional)
  └── No → Slideshow + Hook Post (must-have)

Where are your customers?
  ├── Mostly international → Add Story (SEO) + Trust Post (LinkedIn)
  └── Mostly in China → Add Slideshow (Xiaohongshu) + Story (WeChat Official Account)

How much bandwidth do you have?
  ├── Just starting → Pick 2–3 types, get the engine running
  └── Already stable → All 6 types, let data guide the mix

How we chose for AutoWhisper: As a SaaS product with no physical form, we focus on Slideshow Videos, Hook Posts, Trust Posts, and Stories. UGC Video is used for product demo walkthroughs.

6 high-converting content angles

Regardless of which content type you choose, these 6 angles are battle-tested formulas:

AutoWhisper’s Planner automatically generates content plans from these angles. You don’t need to come up with ideas yourself.

Your daily routine (15 minutes)

9:00  Open AutoWhisper
      → Review today's content from Writer
      → Good → approve (auto-publishes)
      → Not good → reject + write one line of feedback
9:15  Done. Go focus on your real work.

Simple review criteria — don’t chase perfection:

• Does the headline have a hook? Can it grab attention within 3 seconds?
• Is there concrete substance? Not just generic talking points?
• Does it read naturally, without an obvious AI feel?

Pass → approve. Fail → reject + write the reason (Analyst will learn from it).

What NOT to do:

• Don’t polish every single piece — spend your time on volume
• Don’t try to predict which one will go viral — let the market decide
• Don’t restrict content types — go broad, let data speak

How to get started in week 1

1. Create your product in AutoWhisper and enter your positioning information
2. Upload product images and materials (product page screenshots, customer reviews, pain point descriptions, etc.)
3. Connect the platform accounts you want to publish to (start with 2–3)
4. Trigger your first CMO Plan
5. Review the plan → approve
6. Wait for Writer to generate content (a few minutes)
7. Review → approve → auto-publish

The first batch of content may need more editing — that’s completely normal. The AI doesn’t know your brand yet. Stay consistent for 2–3 weeks, always writing a clear reason when you reject, and you’ll notice content quality improving noticeably.

Next step: 执行节奏 — Exactly what to do, day by day and week by week.