How is my content plan organised, and how does it decide what goes where?

Sound familiar?

"Who actually decides what's on my plan?" "Why these 15 things and not others?" "Is this just an AI brainstorming blog ideas?" "How does it know what my clinic needs?" Fair questions, and the answer is the most interesting thing on the platform, so here is the whole story.

What's happening

Your plan is not a list of ideas. It is the winners of a competition 🏆.

Behind the 15 actions you see sits a much larger pool of content candidates: every piece of content the platform could recommend for your clinic. Every candidate exists because something was measured: a topic area activated by a clinician's declared expertise, a page your assessment scored below the quality bar, a topic you declared as a practice priority, a gap in a topic area's coverage. Nothing gets in by being a nice idea.

There are far more candidates than the 15 slots, so every candidate is scored, and the highest scorers win. A handful of slots are reserved for the highest-value structural items, and your confirmed practice priorities (up to three) get reserved slots too: a confirmed priority not already covered gets its own plan item, carrying a priority badge, whenever an eligible piece exists. The rest is open competition on merit.

Why it works this way

The scoring weighs a whole family of signals. The main families, in plain language:

• Real search demand. Actual search volumes and what patients in your area are searching for. A page nobody searches for cannot make you visible.
• The state of your existing website. Every page of your site was individually scored in your assessment. Gaps and weak pages weigh heavily; a topic you already cover well weighs less.
• Topic-area strength. Whether the piece builds on a topic area your site is actively strengthening. Pieces that reinforce each other beat scattered one-offs.
• Your team's expertise. Whether the topic matches a clinician's declared specialism, and how strongly. The plan cannot recommend content nobody on your team is qualified to author.
• Your declared priorities. Confirmed practice priorities get a genuine ranking boost on top of their reserved slots.
• Earned authority, for refreshes. An existing page that has already earned standing is often worth more refreshed than a new page is worth created, all else equal.

No single factor is allowed to dominate the result: the combined effect is capped, so one strong signal can lift an item but never steamroll the evidence.

And here is the part most people don't expect: why your clinicians' profiles carry so much weight in that scoring. AI search does not take an article's word for anything. When it decides whether to cite a page, it verifies the humans behind it: it follows the pathway from the article to the named author and named reviewer, through to their profiles, credentials and registration details. The platform links every article it writes to its author's and reviewer's profiles precisely so AI can complete that verification walk without hitting a dead end 🔍. A piece credited to a deep, verifiable profile is simply worth more than the same piece credited to a thin one, and the plan's scoring reflects that.

Two more things worth knowing:

• The derivation is kept, for every action. Every card explains in plain language why it is there, with a "Why this action?" expander where there is more detail. Behind that, the full scoring workings are maintained for every plan, so if you ever want to know exactly why one action beat another, the answer exists and can be shown. Nothing is "the algorithm said so."
• The plan re-evaluates as reality changes. Pages get published, scores move, topic areas strengthen, priorities shift, and the candidate pool is re-evaluated against all of it. When enough has genuinely changed, the Refresh Content Plan button arms rather than the plan reshuffling itself behind your back. (One quiet exception: if working the list leaves five or fewer actionable items, the plan tops itself back up to the full 15 in the background — you may briefly see "Adding fresh suggestions…" while it does.)

What to do now

1. Open your plan at https://content.co-kinetic.com/my-clinic/plan and expand "Why this action?" on the top three items. You will see the reasoning in plain language: the topic area each strengthens, the expertise it builds on, the gap it closes.
2. Spot the priority badges: those are your declared priorities visibly holding their reserved slots.
3. Check your own pages' scores in the page inventory at https://content.co-kinetic.com/my-clinic/page-inventory. That is the "state of your existing website" evidence the plan is working from.
4. Want a particular topic higher? There are two real levers, covered in "How do I push a topic up my content plan?"

The question behind the question

"Can I actually trust the order?" Yes, and you don't have to take that on faith: every action can show you why it is there, and the top item is the highest-impact next piece for your clinic on the measured evidence 🙂. Work the plan top to bottom and every published piece compounds the ones before it.

The next question is usually...

• How do I push a topic up my content plan?
• I ranked my services and conditions by preference, but my content plan doesn't follow that order. Why?
• What is my article score, and how is it measured?
• Why does my clinician's profile matter so much?

Still stuck? This usually means...

• An item's reasoning does not convince you. Open its "Why this action?" expander first; if the reasoning still seems wrong for your practice, tell us in the chat with the item's title — the full scoring workings exist and we can look at exactly why it placed where it did.
• A topic you care about is missing entirely. That is a levers question, not an ordering one: "How do I push a topic up my content plan?" walks through both.
• The plan feels stale against where your practice is now. Check whether the Refresh Content Plan button is armed — "When does my content plan change or refresh?" explains when and why it recomposes.