Missing sections and topicsA page may need a direct answer, an implementation note, a comparison, an FAQ or a focused supporting article, not necessarily a longer introduction.
FEATURE 03 · AI CONTENT OPTIMIZATION
Turn content gaps into a prioritized change plan.
TextRank shows which passages to keep, what to clarify and which evidence to obtain so the page answers the selected prompt more completely. Every recommendation comes from the model answer and competitor-source comparison.
Get a brief you can act on: what to add, what to prove and why the page needs it now.
ANALYSIS: FROM BUYING QUESTION TO BETTER CONTENTA content gap is rarely solved by adding a keyword to a paragraph.CONTENT BRIEF
Evidence to sourceThe brief can call for a product detail, date, owner, methodology, source, customer example or constraint before a claim is expanded.
Sections to improveWeak or incomplete wording is shown in place, so you can decide whether to rewrite, qualify, remove or support it.
CONTENT WORK WITH A CLEAR REASON
A content gap is rarely solved by adding a keyword to a paragraph.
A product page can mention a capability and still leave the decisive question unanswered. What is included? Who owns the work? Does the feature apply to this plan, market or implementation? The missing information may be a number, a limitation, a named process or a useful example.
Content Lab anchors each suggested change in the prompt, the existing page and the evidence found in source comparisons. That gives writers a brief with a reason behind it instead of an opaque instruction to make the copy more ‘AI-friendly’.
MATERIAL THE LAB CAN PREPARE
Useful suggestions are concrete enough to review and reject.
Missing sections and topics
A page may need a direct answer, an implementation note, a comparison, an FAQ or a focused supporting article, not necessarily a longer introduction.
↗Evidence to source
The brief can call for a product detail, date, owner, methodology, source, customer example or constraint before a claim is expanded.
↗Sections to improve
Weak or incomplete wording is shown in place, so you can decide whether to rewrite, qualify, remove or support it.
↗FROM GAP TO WORKING DRAFT
Recommendations stay connected to the question they are meant to serve.
The lab can propose an answer-first section, a comparison block, a table or a short FAQ when that format makes the information more usable. It can also show relevant keywords and entities, but they remain part of the brief rather than decoration sprinkled through a draft.
You keep the last word. Bring in the facts only you know, correct the premise of a suggested answer, and make the page sound like your company rather than a generic category description.
Keep the review human
A clear path from analysis to a stronger page.
The workspace turns analysis into work you can actually finish. It keeps each change small enough to prioritise, while leaving room for the judgement that makes a page accurate and distinctive.
A brief tied to a prompt, page and observed content gap
Suggested additions, rewrites and content formats with supporting context
A record of the facts, examples and approvals still needed before publication