Examples
Example 1: Keyword Research Before a Blog Post
A SaaS client wants to publish a post about switching CRMs. Before the content brief is written, the account manager pulls a keyword brief.
Step 1: Request. The account manager posts in the SEO channel:
@Agenteous research keywords for a blog post about CRM migration for [client], targeting mid-market SaaS companies, commercial intent
Step 2: Research and reply. The agent returns within ten minutes:
Keyword Brief: CRM migration for SaaS
Recommended keywords (ranked by commercial fit):
"crm migration for saas companies" -- commercial intent, moderate volume, low difficulty. Right content shape: how-to guide. Rationale: mid-market SaaS buyers search this when actively evaluating a switch; the SERP has weak how-to coverage.
"switching from [legacy crm] to [target crm]" -- transactional intent, lower volume, very low difficulty. Right content shape: comparison. Rationale: high conversion intent; a comparison post with a migration checklist occupies a gap no current top-ranking page fills.
"crm migration checklist" -- informational intent, higher volume, medium difficulty. Right content shape: listicle. Rationale: strong long-tail pull and a featured-snippet opportunity; positions the brand as the authority on the process.
Related questions your ICP is asking: "How long does a CRM migration take?", "What data gets lost in a CRM migration?", "How much does CRM migration cost for a 50-person team?"
Long-tail variations worth including: "CRM data migration best practices", "CRM migration project plan template", "CRM migration without downtime"
Competitive read: The top three ranking pages are vendor documentation and generic listicles. None addresses a mid-market SaaS buyer's specific concerns (seat counts, API integrations, sales cycle continuity). That gap is the angle.
Step 3: Action. The account manager shares the brief with Marketing Content, which uses it to set the target keyword and structure the draft outline.
Example 2: On-Page Audit Before Brand Review
A draft blog post is ready. The writer wants to confirm it clears the SEO bar before routing it to Marketing Brand Guard.
Step 1: Request. The writer posts the draft URL in the SEO channel:
@Agenteous audit this page for "crm migration checklist": https://[client-blog-url]
Step 2: Audit and reply. The agent returns the scored result:
On-Page Audit: "CRM Migration Checklist" -- 71/100 (Revise)
Component breakdown:
Component Result Keyword in title Pass Keyword in first 100 words Pass Keyword in H2 Pass Header structure Pass Word count vs target Pass Meta description Fail -- 112 chars, keyword absent Internal links Fail -- 1 found, minimum is 2 External authority links Pass Readability 7/10 -- avg sentence length runs long in sections 3 and 4 E-E-A-T 6/10 -- no named author; external citations link to vendor blogs, not primary sources Verdict: Revise. Three fixes will push this to 80+.
Revisions:
Meta description -- rewrite to 140-160 chars and open with "crm migration checklist": e.g. "A CRM migration checklist for SaaS teams: what to audit, what to back up, and what to test before go-live."
Internal links -- add one link to the client's CRM services page in the introduction paragraph ("evaluating your options" is a natural anchor).
E-E-A-T -- add an author byline with a one-line credential (e.g. "Has led CRM migrations for 12 SaaS teams"). Replace the two vendor-blog citations in section 4 with a primary-source reference (a research report or industry publication).
Step 3: Revision. The writer makes the three changes and re-requests the audit. The second score comes back at 83/100. The post moves to Marketing Brand Guard.
Example 3: AI Visibility Check Before a Campaign Planning Session
A B2B services client is planning a content campaign. Before the kickoff with Marketing Strategist, the account manager wants to know where the brand stands in AI-generated search answers.
Step 1: Request.
@Agenteous check AI visibility for [client brand]
Step 2: Visibility check and reply. The agent generates queries from the brand's pillars and ICP, runs them, and returns the composite scores and gap list:
AI Visibility Report: [Client Brand]
Composite scores: GEO 54 / AEO 49 / E-E-A-T 61
What this means: The brand is mentioned in about half the queries tested. When it is mentioned, the quality is mostly weak (listed among many, without context). On five of the twelve queries tested, the brand does not appear at all.
Top gaps:
Query Result Gap type Owner "how to evaluate [service category] agencies" Brand absent Content gap Marketing Strategist "best [service category] agencies for [ICP segment]" Brand absent Content gap Marketing Strategist "what does [service] cost for a [company size] team" Brand mentioned weakly -- no pricing context Authority gap Marketing Content "how long does [engagement type] take" Competitor named; brand absent Competitive gap Marketing Social Recommended next actions:
- Commission a comparison or buyer's guide post targeting "how to evaluate [service category] agencies" -- closes the two content gaps at once.
- Add a pricing FAQ with specific ranges to the client's services page -- addresses the authority gap on cost queries.
- Surface client case study results on social channels -- builds the citation density that AI engines use to rank brand mentions.
Step 3: Action. The account manager brings the gap list into the planning session with Marketing Strategist. The three content gaps become the first three items in the campaign brief.
Example 4: Topic Research on a New Idea
A client's account manager heard a question on a recent discovery call that sounded like a content opportunity. They want to know if it is worth pursuing before pitching it to Marketing Content.
Step 1: Request.
@Agenteous evaluate this topic for [client]: "why automation fails in [client's industry]" -- a prospect asked this in a call last week
Step 2: Topic research and reply.
Topic Research: "Why automation fails in [industry]"
Summary: A candid, experience-backed post on the failure modes of automation in [industry], written from a practitioner's point of view. The brand's angle is "here is what we have seen and how to avoid it" -- not a vendor pitch.
Target keyword: "automation failure [industry]" (informational, moderate volume, low difficulty) Secondary keywords: "why automation projects fail", "[industry] automation mistakes", "how to avoid automation failure"
Content shape: Long-form how-to (2,000 to 2,500 words). The query intent rewards comprehensive, experience-backed coverage over a short take.
Key questions the post must answer: Why do automation projects stall after initial rollout? Which processes are consistently over-automated? How do teams diagnose an automation failure in progress? What does a recovery plan look like?
Gap score: 78. The SERP is thin. Top results are vendor whitepapers and generic listicles. AI assistants answer with surface-level content. A practitioner post would stand out.
ICP fit: 82. The brand's buyers are mid-market operations leads who have lived this problem. This is a direct-hit topic.
Recommendation: Write it. Assign to Marketing Content with a brief noting the experience-first angle and the long-form structure.
Step 3: Action. The account manager forwards the brief to Marketing Content with a note on the source (real prospect question) and the recommended angle.