From two questions to daily publishing
5 phases, 21 steps, one pipeline. This page walks the loop in the order it runs and says where you can intervene. The answer to "another AI content tool" is architecture, not assurance.
2 questions. Then it runs.
- 21 steps, 5 phases
- 3 regeneration points you control
The loop, in the order it runs
21 steps in 5 phases
- Onboarding
- Research
- Content map
- Source article
- 7 derived formats
- Publishing
- Measurement
One article is researched, written and inspected, and everything published afterwards is derived from it. The loop closes at measurement, which is what tells the next cycle what to write.
Phase 01, steps 1 to 4
Onboarding
The platform interviews the customer, and everything downstream follows from the two answers.
Phase 02, steps 5 to 10
Research and planning
Five research passes build the topical map, and the content map is shown before anything is written.
Phase 03, steps 11 to 14
Production
The source article and its derived formats are generated, guarded, and inspected by hand.
Phase 04, steps 15 to 17
Distribution setup and run
Accounts across the destination list, a posting schedule, then daily posting.
Phase 05, steps 18 to 21
Measurement and amplification
Reporting, ban monitoring, tiered link building and CTR tracking.
Onboarding
Step 1
Onboarding begins with the niche the business operates in.
Step 2
The software proposes what businesses in this niche typically sell.
Steps 3 and 4, yours
- You pick what you actually sell
- You weight the split as a percentage
Question one
Which services does your business actually provide?
Sets the topics researched and the pages the content points back to. The research passes run once per service you select.
Question two
How do your customers split between business and consumer buyers, as a percentage?
A percentage rather than a switch, so the plan is proportioned to how you actually make money. The two differ in register, buying cycle, decision-maker and platform mix.
Research and planning
| Pass | What it establishes |
|---|---|
| 5Product research | What each selected service actually is and delivers. Most articles are written from this pass. |
| 6Marketing research | How the service should be positioned. |
| 7Sales research | Buying cycle, decision-maker and objections. |
| 8Topic map research | The full question space the business has to cover. |
| 9Expertise-type research | Produces three virtual authors with distinct expertise and writing styles. |
| 10Content map creation | The topical map becomes an editable plan, shown before anything is written. |
Why this order
Sales research is kept apart from marketing research, which holds the output to how the business converts rather than to how it sounds.
Why product research first
Most articles are written from it. It keeps the writing about the buyer's problem instead of about a keyword.
Why the map comes first
Correcting the plan is cheap. Correcting a year of published posts is not, and that is the whole reason the content map is the first thing put in front of you.
Production
Step 11
Article content creation
You edit and regenerate articles
Step 12
Image creation
You edit prompts and select images for regeneration
Step 13
Audio content
An audio podcast derived from the same source article.
Step 14
Video content
Horizontal video and short vertical video derived from the same source article.
| Stage | Runs on | What it does |
|---|---|---|
| 1Research | Open models | Niche, angle, topical authority, intent, entities. |
| 2Generation | Gemini | Drafts the article from the research. |
| 3Guardrails | Codified rules | Validates paragraph length, expert opinion and first-person experience against explicit editorial standards. |
| 4Editing | Open models | Intent satisfaction, internal linking, cuts fluff, adds TL;DRs. |
| 5Polish | Grammarly | Final humanization pass. |
| 6Images | Nano Banana | Generated, inspected, regenerated on failure, watermarked with the customer branding. |
Inspected by hand
Every item, not a sample. 40-70% of it goes back for regeneration, typically over 4-6 rounds. Content ships when it meets the bar rather than on a date.
Why 3 virtual authors
Stylistic variety keeps the output from reading as one machine, different phrasing holds up uniqueness across platforms, and different expertise covers more angles on the same map. First-person experience, niche expertise and a consistent author produce the signals search engines look for by construction. The authors are personas, and the site says so wherever they appear.
Distribution setup and run
Step 15
Account creation, or connection of existing credentials
Accounts across the full destination list are provisioned or connected.
Step 16
Schedule setup
A posting schedule is set per website.
Step 17
Posting
Derived content posts daily to every destination built for it.
Two implementations
Platform APIs where a usable one exists, and a browser-automation script where it does not, or where the platform resists being automated at all. Neither one covers the whole list, which is why both are built.
What keeps it running
Account bans were a real early failure. The system was reworked with retry queues and account rotation, and there have been no account bans since. Monitoring is standing rather than on request, and alerts go to Discord and Telegram.
The run takes about 5 minutes per website per day, roughly 8 seconds a post, and nobody watches it happen.
Measurement and amplification
Step 18
Reporting
Every published post with its link, backlink status and click-through rate.
Step 19
Ban monitoring
Watched continuously; failures alert to Discord and Telegram.
Step 20
Tiered link building to the posts
Links are built to the posts that earned nothing unaided.
Step 21
CTR tracking
Clicks from each post through to the customer website.
What the citation rate showed
About ~30% of posts earn a citation unaided. The rest stay published and unremarked until links are built to them. Measurement is what identifies that gap, and link building is what closes it.
How the four services fit together
Each service is one part of the loop, priced on its own at $59 per website, per month. Below is what you cover if you buy only that one.
Phases 1 to 3, steps 1 to 14
Content creation
Buy this alone and you get the 7 formats. You publish them yourself.
Phase 4, steps 15 to 17
Content distribution
Buy this alone and you supply the content. We publish it across 40 platforms daily.
Phase 5, step 20
Link building to posts
Buy this alone and we build links to posts you have already published.
Phase 5, step 21
Attracting traffic to posts
Buy this alone and we measure the click-through from your existing posts to your own site.
Why the bundle is the honest recommendation
The parts compound. Content nobody distributes is invisible. Distributed posts with no links stay invisible, which is what the citation finding above measures. Links with no measurement cannot be improved. All 4 together are $200 per website, per month.
3 regeneration points, in escalating cost
Each gate is yours. The earlier you intervene, the less it costs to change, which is why they are presented in this order rather than in order of importance.
Gate 1, step 10
The content map
Approve it, edit it or regenerate it. Nothing is written until the plan is right.
Gate 2, step 11
The article
Edit the text or send it back for regeneration. The 7 derived formats are produced after this gate, from the version you kept.
Gate 3, step 12
The images
Reselect images for regeneration, and edit the generation prompts yourself.
Common questions
How long does onboarding take?
The 2 questions take minutes. Research and the content map follow, and the first gate is the map: nothing else is asked of you until the plan is in front of you.
Can I skip the content map and go straight to articles?
You can approve the map without changing it, which has the same effect. The gate itself stays, because correcting the plan is cheap and correcting published posts is not.
How many regeneration rounds are included?
Our own inspection runs 4-6 rounds on 40-70% of items before anything reaches you. Your own regenerations at the 3 gates are part of the subscription, not billed by the round.
What if I want to change my B2B/B2C split later?
Change the percentage in your workspace. The next cycle conditions on the new figure: the topical map, the author weighting and the platform mix all follow it.
Which languages does the pipeline produce?
English, Spanish, Portuguese and Russian. All 4 are produced with the same hand inspection applied, rather than translated afterwards.
2 questions, then the loop starts
Buy one phase or all 4. Priced per website, per month, and the mix can change at any cycle.