Writer Agent

Turn real search opportunities into article drafts.

Kanso reads your Google Search Console data, picks a query where you are not yet on the first page, and writes a long-form draft for it in your brand voice. You review the draft, then decide what to do with it.

Free to start · No credit card required. Article drafts need Search Console connected. See how it works

Articles
How to Track Customer Churn in a Retail Business
1,642 words · targets “how to track customer churn”
Table of Contents
  1. What customer churn means for a retailer
  2. Choosing the period you measure over
  3. Spotting the early warning signs
  4. A simple monthly review you can keep up
  5. FAQs
What customer churn means for a retailer

Customer churn is the share of customers who stop buying from you over a period of time. For a retailer it is easy to miss, because a lapsed customer rarely announces it. They simply stop coming back.

This guide explains how to track customer churn in a retail business, starting from the basics and ending with a review routine small teams can actually keep.

The draft continues for the rest of the article.
Illustrative example. The company, queries and article shown are invented, not real data.
The problem

Content marketing is mostly operations

Knowing you should publish is easy. Deciding what to write, writing it well and keeping it up is the work.

Finding topics takes time

Working out which topics have real search demand, and where your site is not yet showing up, means digging through data.

Search data is not a brief

Turning a list of queries into something a writer can start on is its own piece of work.

Long-form is slow

A complete guide takes hours to research, outline and write, and that time competes with everything else.

Quality is hard to keep consistent

Voice, structure and depth drift when articles are written irregularly, by different people.

It never ends

Content marketing is a pipeline. Each article is followed by the next, which makes it operational work.

Drafts get stranded

A good draft needs somewhere to wait for review, or it gets lost between tools.

The difference

Without Kanso, and with it

Without Kanso
  • Opening Search Console and sifting through queries
  • Deciding which query is worth an article
  • Researching and outlining from scratch
  • Writing 1,400 or more words in your brand voice
  • Repeating all of it for the next article
  • Moving each draft between tools for review
With Kanso
  • Your Search Console queries read for you
  • A query chosen where there is search demand and you are not yet on page one
  • A long-form Markdown draft written in your brand voice
  • The draft waiting in your Agents Feed, rendered with a table of contents
  • Copy or download it, and publish it wherever you choose
  • No draft at all when nothing qualifies, instead of a guess
What it is

From a search signal to a draft you can review

The Writer Agent does not write random blog posts. It starts from the queries your own site already shows up for, and it stops at a draft.

01

Search Console signal

Queries your site already shows up for.

02

Opportunity

A query with demand where you are not on page one.

03

Draft

A long-form article written for that query.

04

Review

You read it in your Agents Feed.

05

You take it further

Edit and publish it in your own tools.

It writes the draft. You decide what happens next.

Kanso does not publish your articles, connect to your CMS or change your website. The draft waits in your Agents Feed, and you edit and publish it yourself, in your own tools.

How it works

From Search Console to a reviewed draft in five steps

STEP 01

Find an opportunity

Kanso starts from your Search Console data, not from a guess.

  • Needs Search Console connected, with read-only access, and a property chosen by the workspace owner
  • Reads the queries your site appeared for over the last 30 days
  • Keeps queries with enough impressions where you are not yet on the first page
  • Picks the most searched of those. If none qualifies, it writes nothing
Search Console queries
Queries, last 30 daysSearch Console connected
how to track customer churnSelected
Searched often, not yet on page one. Most searched of the eligible queries.
cohort analysis for small retailersEligible
Searched often, not yet on page one.
retail dashboard softwareNot chosen
Already on the first page, so not chosen.
weekly sales report templateNot chosen
Too few impressions, so not chosen.
Illustrative example. The company, queries and article shown are invented, not real data.
STEP 02

Choose the topic

The chosen query becomes the article's target keyword.

  • There is no separate brief to approve. The query goes straight to the writer
  • The writer is given your product information and brand voice documents
  • It is told the shape of the article: length, headings, keyword placement and FAQs
  • It is told not to invent statistics about your own traffic or users
Articles Agent
Target keyword
how to track customer churn
Written from your documents
Product InformationBrand Voice
The writer is asked for
  • 1,400 to 2,000 words, a complete guide from the basics to practical steps
  • The keyword in the title, the first paragraph and a few subheadings
  • H2 and H3 headings throughout
  • A closing FAQs section with six questions
  • A one-sentence call to action pointing to the most relevant tool
  • No invented statistics about your own traffic or users
Illustrative example. The company, queries and article shown are invented, not real data.
STEP 03

Write

One long-form article per run, as a Markdown draft.

  • Aimed at roughly 1,400 to 2,000 words, as a complete guide from the basics to practical steps
  • A title and H2 and H3 headings, with the target keyword in the title and the first paragraph
  • Asked to close with a FAQs section of six questions and a one-sentence call to action
  • A response that is cut off is rejected rather than saved
Articles
How to Track Customer Churn in a Retail Business
1,642 words · targets “how to track customer churn”
Table of Contents
  1. What customer churn means for a retailer
  2. Choosing the period you measure over
  3. Spotting the early warning signs
  4. A simple monthly review you can keep up
  5. FAQs
What customer churn means for a retailer

Customer churn is the share of customers who stop buying from you over a period of time. For a retailer it is easy to miss, because a lapsed customer rarely announces it. They simply stop coming back.

This guide explains how to track customer churn in a retail business, starting from the basics and ending with a review routine small teams can actually keep.

The draft continues for the rest of the article.
Illustrative example. The company, queries and article shown are invented, not real data.
STEP 04

Review

The draft waits in your Agents Feed.

  • Each draft shows its word count and the keyword it targets
  • Open it rendered, with a table of contents you can click to jump around
  • Copy it as Markdown or download it as a .md file
  • Mark Complete clears it from your feed when you are done
Agents Feed
Articles AgentSearch Console connected
How to Track Customer Churn in a Retail Business
1,642 words · targets "how to track customer churn"

Open the article to read it rendered, with a table of contents you can click. Download as .md and Mark Complete are in the article view.

Illustrative example. The company, queries and article shown are invented, not real data.
STEP 05

Take it further

Publishing is yours. The draft is the starting point.

  • Edit the Markdown in your own editor and publish it in your own CMS
  • Kanso does not edit, regenerate or publish articles, and has no CMS integration
  • Run the agent again for a new draft, which may target the same query
  • Kanso does not track how an article performs afterwards
After the draft
What you can do in Kanso
Not provided
  • Editing inside Kanso
  • Regenerating a draft
  • SEO metadata and internal links
  • Publishing to a CMS
  • Scheduling publication

Edit and publish the Markdown in your own tools. Kanso does not touch your website.

Illustrative example. The company, queries and article shown are invented, not real data.
Capabilities

What the Writer Agent does

Driven by Search Console

Starts from the queries your own site already appears for, not from a generic topic list.

An opportunity filter

Keeps queries with enough impressions where you are not yet on the first page, and picks the most searched of them.

Long-form drafting

Writes one complete article per run, aimed at roughly 1,400 to 2,000 words, as Markdown with a title and headings.

Your voice and your product

Written from your product information and brand voice documents, and told not to invent statistics about your traffic or users.

Built for search

Puts the target keyword in the title, the first paragraph and a few subheadings, and is asked to end with a six-question FAQs section.

A draft feed

Each draft waits in your Agents Feed with its word count and target keyword, so it does not get lost.

A readable review

Open it rendered, with a clickable table of contents, instead of reading raw Markdown.

Copy or download

Take the draft as Markdown, by copying it or downloading a .md file, and carry on in your own tools.

Honest when there is nothing to write

If no query qualifies, or Search Console is not connected, it says so instead of making something up.

Drafting, not publishing

Drafts are created. Nothing is published.

Two different things are easy to confuse in content tools. Kanso only does the first.

When a draft is created

Each time you run the Articles Agent, it creates one draft. A Monday, Wednesday and Friday schedule is built for this, but scheduled runs are currently paused, so drafts are created when you run the agent. A scheduled run, when it is on, still only creates a draft.

What Kanso never does

It never publishes an article, schedules a publication, connects to WordPress, Webflow, Framer, Wix or any CMS, or changes your website. Publishing is a step you take.

Built differently

Evidence, then opportunity, then content

A prompt box can write about anything. Kanso starts from evidence about your own site.

Starts from your search data

The topic comes from queries your site already appears for, so it is tied to something real instead of a guess.

Written against your context

The draft uses your product information and brand voice, the same documents Kanso's other agents work from.

Honest about its limits

It skips a run when nothing qualifies, stops when Search Console is missing, and makes no promise about rankings or traffic.

Why content

Why a steady flow of drafts matters

Articles do not guarantee results. They give your site more ways to be useful.

Meet search demand

Articles aimed at queries people already use give your site a way to answer them.

Answer customer questions

A good guide can answer the questions your audience keeps asking, once, in detail.

Build lasting resources

Long-form pages can stay useful and findable long after they are published.

Keep a pipeline moving

A steady flow of drafts makes a regular publishing habit easier to keep.

Compared

Kanso Writer Agent, a manual workflow, or a generic AI writer

Manual content workflowGeneric AI writerKanso Writer Agent
Search opportunity inputYou review Search Console by handYou choose and paste the topicReads your Search Console queries and picks one
Article generationWritten by handYes, from your promptYes, one article per run
Long-form draftHours of writingYesAimed at about 1,400 to 2,000 words, with headings and FAQs
Brand voice and product contextYour own judgmentOnly what you paste into the promptYour brand voice and product documents
Scheduled draftingWhenever someone has timeNot usually part of itBuilt for Monday, Wednesday and Friday, but scheduled runs are currently paused. Run it on demand
Draft feedA shared folderA chat windowDrafts collect in your Agents Feed
Editing in the productIn your own editorIn its chat windowNot provided. Edit in your own tools
RegenerationRewrite it yourselfUsuallyNot provided. Run the agent again for a new draft
SEO metadata and internal linksBy handVariesNot provided
CMS publishingCopy it into your CMSVariesNot provided. Kanso has no CMS integration
Automatic publishingNot applicableVariesNot provided. Kanso never publishes your articles

Tools and workflows vary. This describes the typical case of working by hand, or with a general AI assistant that is not connected to your Search Console data.

Part of Kanso, not a separate tool

The Writer Agent works from the same company documents as Kanso's other agents. Start with your website, and see the pricing page for which plans include it.

See pricing →

Got questions?

Writer Agent questions

Use cases

Where the Writer Agent is used

These use cases name this agent in their workflow. Each one says what it produces and where you stay in control.

Browse all use cases

Find your next content opportunity.

Kanso reads your search data, drafts the article, and leaves the publishing decision to you. Enter your website to start.

Get started free · No credit card required