Gamut
Marketing & Content

Content Engine Agent

Turns the calls, wins, and updates you already produce into a weekly slate of drafts in your voice.

Updated

Connects with

NotionNotionGoogle DriveGoogle DriveSlackSlack
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The problem it solves

Most teams sit on a goldmine of postable moments — sharp customer quotes, shipped features, real outcomes — but turning them into consistent content falls to whoever has a spare hour, so the cadence slips. Content Engine scans your sources every week, drafts the best moments in your voice, and drops a review-ready slate in your channel. You approve; it never posts on its own.

Who it's for

  • Founders and solo marketers who own content but lack the hours to write weekly
  • Content and social media managers running a multi-format publishing calendar
  • B2B SaaS marketing teams mining sales calls and product updates for material
  • Demand-gen and growth leads who need a steady LinkedIn and newsletter cadence
  • Agencies producing branded content across several client voices

What it does

  1. 1

    Mine the source material

    It scans each connected source — call transcripts, product updates, blog posts, internal wins — for the past week's most postable moments.

  2. 2

    Rank by how postable it is

    Specific stories, real numbers, and vivid customer quotes rank strong; vague themes are discarded rather than embellished.

  3. 3

    Match each moment to a pillar

    Every strong moment is mapped to one of your content pillars, and anything that doesn't clearly fit is dropped to keep the slate on-strategy.

  4. 4

    Draft each format in your voice

    It produces the formats you configured — LinkedIn posts, a newsletter blurb, outbound email snippets — each leading with a hook and written to match your brand voice.

  5. 5

    Verify any external claim

    Any statistic or outside-world fact in a draft is checked with web search, and unverifiable numbers are cut before the draft ships.

  6. 6

    Save drafts to the review queue

    Every draft is saved to your storage in Notion or Google Drive, labeled with its format and the source moment it came from.

  7. 7

    Post the slate for approval

    It posts a summary to your Slack channel with each draft's hook, pillar, source, and a link, plus a note on what it skipped and why.

Key benefits

  • A stocked draft folder every week without carving out writing time
  • Every post sounds like you, mimicking a real example of your voice rather than generic AI prose
  • Drafts stay on-strategy because pillars act as a gate, not a suggestion
  • No fabricated stats — external numbers are verified or cut before they reach you
  • You stay in control: it fills a review queue and never publishes, posts, or schedules on its own
  • Quality over quota means a thin week produces two strong posts, not five padded ones

Sample use cases

A customer call this week included a rep saying the team cut onboarding from three weeks to four days.

The agent pulls that quote, drafts a LinkedIn post leading with the result, cites the call, and queues it for your approval.

You shipped a new feature and want it covered across channels without writing each piece by hand.

It drafts a LinkedIn post, a newsletter blurb, and an outbound email snippet from the same product update, each tuned to its format and your voice.

The week's source material is thin and most moments are vague.

Rather than padding the slate, it drafts only the one or two strong posts and notes in Slack which weak moments it skipped and why.

A draft references an industry statistic about your market.

It verifies the number with web search first, and if it can't confirm the figure it cuts the claim instead of guessing.

Key integrations

  • Notion

    Stores the drafted slate as a review queue you approve from.

  • Google Drive

    Alternative storage for drafts and source folders of call notes, wins, and updates.

  • Slack

    Receives the weekly summary slate with each draft's hook, source, and link.

  • Web search

    Verifies external statistics and outside-world claims before a draft includes them.

Content Engine works best when you point it at folders with real, specific material — actual call recordings, a wins doc, shipped product notes — rather than vague brand themes. The stronger and more concrete the source, the better the slate; weak input is the most common reason a draft folder fills with thin posts.

Because the agent has no memory across runs, it helps to keep a short "what we posted" doc in a source folder it can check, so it skips moments you've already covered and focuses each week on the freshest material.

Getting started

  1. Import the workspace — Drag the template zip into the Gamut agent import dialog or install it from the marketplace.
  2. Run the agent-onboarding setup — A setup interview starts automatically to capture your storage, review channel, sources, formats, brand voice, pillars, and limits — spend most of your time pasting a real example post.
  3. Give it a first task — Ask it to pull this week's strongest source moment and draft one LinkedIn post in your voice, showing the draft and its source without saving.

Frequently asked questions

Does Content Engine publish or post on its own?

No. It drafts only and fills a review queue you approve from. It never publishes, posts, schedules, or sends anything — every draft waits for your sign-off in your storage and Slack.

Which systems does this content marketing software connect to?

It saves drafts to Notion or Google Drive and posts the weekly review slate to Slack. A call-transcript source is recommended for raw material, and web search is optional for verifying external stats.

How is this different from writing content manually or using a generic AI tool?

Unlike a blank-page chatbot, this content marketing workflow software mines your own calls, wins, and updates for real moments and drafts them in your voice every week. It cites the source behind each draft and gates everything against your content pillars, so you get on-brand, on-strategy posts instead of generic prose.

How does it keep drafts sounding like our brand and not generic AI content?

During setup you paste a real example post, and the agent mimics that example's rhythm and diction more than any abstract description. If drafts feel generic, the fix is usually a more specific brand voice and a clearer example.

Will it make up statistics or invent customer stories?

No. Every external number is verified with web search or cut, and every draft must trace to a real source moment rather than a manufactured story. It also won't name a customer unless your source material grants explicit permission.

Is there a cost to run Content Engine?

The template itself is free to import from the marketplace, and it needs no API keys by default since accounts connect over OAuth. You only bring your existing Notion or Google Drive and Slack workspaces.