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AI SEO Research and Content Brief Agent Development
Briefs writers can work from
An agent that prepares the research behind a page.
An agent that prepares the research behind a page. It reads the keyword and search-result data you are entitled to use, studies what already ranks and what your site already covers, and drafts a brief that says what to write, for whom, and on what evidence.
A content brief is often a keyword and a word count. The writer guesses the intent, repeats what the top results say and publishes a page the site already had under another title. Good briefs take a strategist half a day each: reading the results, checking the site for overlap, deciding the angle. So they are written for the few pages that seem important, and the rest are improvised.
This page describes a workflow we propose to build as a custom project. It does not exist as software yet. It would reuse the sourced research and the claim checks from our demonstrations, where a statement without evidence cannot pass. Access to search data, result analysis and the brief format are not built.
How One Request Moves Through
An example of one case, in 6 steps. The same steps play in the picture at the top of this page.
Topic requested
Your editor asks for a brief on a service your site does not yet explain.
Data gathered
Search Console shows related queries. For volumes, the field stays empty, because no licensed source is connected.
Results studied
The ranking pages are mostly comparison articles, which points to a buying intent.
Overlap checked
An older blog post partly covers the topic and is proposed as the page to expand.
Brief drafted
The brief sets the angle, the outline, the evidence needed and the internal links.
Reviewed
Your strategist changes the angle, approves the brief and assigns it.
How the Work Is Done Today
A keyword and a word count
The brief gives the writer nothing to decide with.
Invented volumes
A search volume appears in the brief with no source.
Pages that compete with each other
The new article targets a term an existing page already owns.
Copying the top results
The page says what ten others say and adds nothing.
Intent misread
A buying query is answered with a definition.
Briefs nobody checks
The writer follows a wrong brief faithfully.
Six jobs it carries through
01Permitted data
Uses only search data you may use.
- Your Search Console and keyword tools
- Licensed providers you name
- Result pages read through permitted means
- Empty fields where no data exists
02Intent reading
Works out what the searcher wants.
- What kinds of page rank
- Questions people ask around the term
- Whether the query is to learn or to buy
- Where intent is mixed
03Site overlap check
Checks what you already have.
- Existing pages on the topic
- Which page should own the term
- Pages that would compete
- Internal links worth adding
04Angle and gap
Finds what is worth adding.
- What ranking pages cover
- What they miss or get wrong
- What your business can say first-hand
- Evidence you would need
05Brief drafting
Writes the brief.
- Audience, intent and angle
- Outline with the points to cover
- Sources and evidence to use
- Title, description and internal links
06Editorial review
Puts the brief in front of a person.
- A review queue for your strategist
- Notes on uncertainty
- The data behind each recommendation
- Approved briefs passed to writers
What We Need to Scope This
- The process as it runs today, in a few lines.
- The systems it touches, for example search data, search results, your site, brief template.
- Rough monthly volume, and who approves what.
Evidence in the Brief, or an Empty Field
Search numbers are easy to make up and hard to notice. The agent records the source of every figure and leaves the field empty when it has none. Its reading of intent is shown with the results it is based on, so your strategist can disagree.
It reads result pages only through means the search engine permits. It writes briefs, not articles, and nothing it produces is published without your editors.
- Every figure with its source
- Empty fields instead of estimates
- One owner page per term
- Intent shown with its evidence
- No unsupported claims suggested
- Briefs reviewed before writing
Where It Connects
The systems named here are the kind this agent works with. Which ones it connects to in your case is settled in the scope.
Search data
- Google Search Console
- keyword tools you license
Search results
- Read through permitted providers
Your site
- Sitemap, existing pages and internal links
Brief template
- Your editorial format
Evidence
- Your own data, customers' questions and product facts
Review
- The strategist or editor who approves briefs
Asked Before the First Call
Does it write the articles?
No. It prepares the brief: audience, intent, angle, outline and evidence. Writing stays with your writers, or with a separate drafting step under your editorial review. Keeping research and writing apart makes both easier to check.
How is this different from the website SEO monitoring agent?
Monitoring watches pages that exist: broken links, lost titles, changed templates. This agent works before a page exists and decides what should be written. One protects what you have, the other plans what comes next.
What if we have no keyword tool?
Then volumes stay empty and the brief says so. Search Console, the result pages and your own customers' questions still support a sound brief. We would not fill the gap with estimates.
What exists today?
Not as software yet. This page describes a proposed workflow. It would reuse the sourced research and the claim checks from our demonstrations, where a statement without evidence cannot pass. Access to search data, result analysis and the brief format are not built. A project starts by mapping your process, then proving the first steps on test data before anything touches a live system.
Ask for Three Briefs on Topics You Know
Choose topics where you already have a view. Comparing the agent's brief with your own judgement shows quickly whether its reasoning holds.