Operations
Part of What keyword research operations means for content delivery
Setting keyword research team roles without a data ownership gap
A role-by-role look at keyword research team roles: who owns sources, demand data, audience method, compliance sign-off and AI search visibility.
What to take away
- A Leeds or Manchester content team often splits keyword research between whoever owns the data, whoever reads the demand, and whoever signs off the message.
- Agree the source register before the role chart, because a dataset is easier to own than an opinion.
- Source access and method literacy matter more than job title when you score a role.
- Anyone handling cookies or email lists needs a compliance reference they can point to.
Set the inclusion criteria before you name roles
These roles fit an England or wider UK content team, and the legal duties below come from UK rules. A role earns a place here only if it owns a named source, produces a dated artefact, and answers to a review point.
Seven roles and what each one owns
Every role needs a named deputy, and a review date attached to its deliverable.
- Data source owner keeps the register of every dataset in play, including Search Console properties, site search and paid exports. Every extract carries a date, because demand figures move. This role does not interpret.
- Demand analyst converts extracts into themes and query sets. The documented method matters: two analysts should reach comparable answers. Our keyword research operations and delivery guide sets the delivery rhythm these roles plug into, worth reading before you write job descriptions.
- Audience researcher defends the sampling. Surveys, interviews and panels all raise questions about who was asked and how. Pew Research Centre methodological research on survey design and bias is the reading this role needs before claiming a sample speaks for a whole market.
- Compliance reviewer checks consent and cookie practice before a list, pixel or remarketing tag goes live. The ICO guide to PECR explains the consent rules for electronic marketing and cookies, and it is the document this role cites when the answer is no.
- AI visibility lead tracks how the brand appears inside AI-generated answers, which is a separate job from rank checking. HubSpot AEO is one product built for that visibility work, and the page is worth reading before you decide whether the task stays in-house.
- Content mapping owner turns approved themes into page plans and internal links, and holds the mapping file. Each page should answer a single intent.
- Sign-off editor decides which terms reach a live page, and records why a term was dropped. Without that record, the same argument returns next quarter.
A six-person team might map one data source owner, two demand analysts, one audience researcher, one content mapping owner and one sign-off editor, with compliance and AI visibility handled as shared second duties.
Score each role against the same rubric
Score every role from one to five on the criteria below, then weight the results for your own delivery model. The weights are illustrative, not benchmarks.
Illustrative scoring weights
- Source access30%
- Method literacy25%
- Sign-off authority20%
- Documentation habit15%
- Deputy cover10%
| Criterion | What a five looks like | Illustrative weight |
|---|---|---|
| Source access | Pulls raw data without asking anyone | 30% |
| Method literacy | Explains sampling limits and query gaps | 25% |
| Sign-off authority | Can stop a term going live | 20% |
| Documentation habit | Keeps dated notes a colleague can follow | 15% |
| Deputy cover | A second person can run the role for a fortnight | 10% |
A score of one or two means the role cannot show the evidence for that criterion, so it needs support or a deputy. A role scoring two on source access should not own demand data, whatever the title says.
If a team of six, for example, has one analyst covering demand and audience work, expect the sampling notes to thin out first.
Handover rules that keep the roles honest
The data source owner publishes the register, the demand analyst publishes themes, and the sign-off editor publishes decisions, each with a date.
Before a campaign goes live, run a keyword research launch review in England so the compliance reviewer and the sign-off editor work from one final term list. Two pairs of eyes on a single document beats three meetings.
Keep a short fortnightly slot for the whole group. Fifteen minutes on blocked sources and dropped terms prevents most rework.
Common questions
Who owns keyword research when one person covers two roles?
Give the compliance check to someone who did not write the plan. If nobody else is free, log the overlap in the source register so a reviewer can see it.
Should a small team outsource the compliance role?
Outsourcing works when the supplier puts consent decisions in writing. Accountability stays with the publisher, so the sign-off editor still reads the advice.
How often should the source register be refreshed?
Refresh dated extracts each quarter, and re-check them whenever a platform changes its reporting. Demand data ages faster than audience notes.
