Relevance AI
Relevance AI
NotionHubSpotSlackGmail

Briefs for keywords you can actually win

Volume is easy to want and hard to rank for. The SEO Brief Writer reads the real SERP for every keyword, weighs difficulty against your site’s authority, and writes briefs for fights you can win.

Keyword gap detected
SEO Brief Writer

A gap in our coverage with three candidate keywords. Weighing which one we can actually win.

Analyzing SERPs for 3 keywords8s

"ai agents" is 12k volume but every ranking page is a DR90 site. "ai for cx" is 8k and the SERP is beatable.

Checking our topical authority3s
Writing the content brief12s
Brief is ready. I picked "ai for cx" (8k volume, low difficulty) over the bigger "ai agents" (12k, DR90 competition) because we can rank in weeks, not quarters. The brief includes the outline, three internal links from existing posts, and the two gaps every ranking page leaves open: pricing transparency and an implementation checklist.

How it works

Coverage gap detectedBrief requestedCampaign keyword neededQuarterly content plan
Brief deliveredInternal links mappedCompetitor gaps listedUnwinnable keywords declined

Triggered by a gap or a request

A detected coverage gap, or a brief request in Slack, starts the SERP research within minutes.

Weighs winnability, not just volume

The agent reads what actually ranks for each candidate, weighs difficulty against your authority, reads real intent from the SERP, and declines keywords you cannot win.

Delivers the brief to Notion

The finished brief lands in your content workspace with the outline, internal links and competitor gaps, ready for a writer.

Without Relevance

With Relevance

The biggest volume number on the spreadsheet wins, then the post sits on page four for a year.

The agent weighs volume against who actually holds the SERP, and picks the keyword your site can realistically take.

The keyword looks commercial, so the brief calls for a product page. The searchers wanted a comparison.

Intent is read from what already ranks, not from what the keyword sounds like, so the format matches what searchers reward.

A title, a word count and "cover the topic thoroughly." The writer starts from a blank page anyway.

Each brief carries the outline, the internal links to build from, and the specific gaps the ranking pages leave open.

Linking happens after publish, from memory, if someone remembers the older posts exist.

The agent searches your existing content and writes the supporting links into the brief before drafting starts.

Every keyword request becomes a brief, including the ones the site has no authority to rank for.

When a keyword is out of reach, the agent says so and proposes the cluster to build first, instead of briefing a doomed post.

Brief quality depends on how much SERP research fit into the strategist’s week.

Every brief gets the full SERP read and gap analysis, whether it is the first of the month or the fortieth.

Held to a quality bar, on every run

Every brief is checked against eval test cases written for this exact job before it reaches a writer. If a run fails the bar, it never ships.

SEO Brief Writer

Pass rate · last 14 days

Sampling 2% of live runs · 96% passing this week

Keywords picked on winnability, not volume96%
Format matches what the SERP rewards93%
Internal links verified to exist94%
Unwinnable targets declined with a path91%

Train your agent like an employee

Onboard it with your playbooks and correct it in plain English. It learns the lesson for good, and nothing changes until you approve it.

SEO Brief Writer
Instructions updated
Tool added
SERP analysis search
13 evals added
Keywords picked on winnability, not volumeFormat matches what the SERP rewards+11 more
Publish version 4
PDFSEO Strategy & Site Authority.pdf240 KB
Write briefs that follow this strategy and our authority map.
Read SEO Strategy & Site Authority.pdf. Updated my instructions, added a SERP analysis search tool, and wrote 12 evals to check every run.
Never brief a keyword just because someone senior asked for it. If we cannot win it, say so and propose the path.
Understood. I added an eval that fails any brief targeting a SERP beyond our authority unless it ships with a cluster plan, so requests get an honest answer instead of a doomed post.
Teach it something new…
Ask

Built for enterprise teams

Run agents on your real data with the access controls, audit trails, and residency guarantees enterprises require all built in.

Monitoring

Real-time visibility into every agent’s activity, performance, and cost.

RBAC

Control who can use, build, edit, and deploy agents.

Data residency

Multi-region deployment keeps your data within your required geography.

Version control

Full version history on every agent. Roll back to any previous state.

Audit logs

Every action, every decision, every tool call logged and exportable.

Human-in-the-loop

Set approval gates on any action or allow agents to ask questions.

SSO / SAML

Enterprise single sign-on with SAML 2.0. Centralize identity & access.

PII masking

Detect and redact personally identifiable information.

SOC 2 Type IIGDPROTEL & Delta Sharing
KPMG
"The ability to be vendor agnostic and the ability to scale across a breadth of functions is a really key feature."

Levi Watters

Partner, KPMG Australia

Read more
Autodesk
"The key for us was how we can modularize industry knowledge and the best playbooks, and apply it."

Allen Roh

Senior Marketing Manager, Autodesk

Read more
Canva
"We're looking for every place where AI can allow sellers and customer success reps to be more engaged with customers."

Rob Giglio

Chief Customer Officer, Canva

Read more
"The ability to be vendor agnostic and the ability to scale across a breadth of functions is a really key feature."

Levi Watters

Partner, KPMG Australia

Read more

Team it up with more marketing agents

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Does it handle 10k contacts?
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Demo booked · Thu 2pm

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Runs personalized nurture campaigns across the full lifecycle.

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  1. 1
    Found 12 deals lost on SSO
  2. 2
    Re-engaged Northpeak · $48k
  3. Deal reopened

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Revives stale and closed-lost deals on new signals.

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Content Repurposer

Turns one asset into channel-native formats.

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2.1%
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Pulls multi-channel campaign performance.

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112 hot leads
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Event Follow-up

Segments attendees for targeted post-event outreach.

Every agent you add shares one stack

These agents all run on one platform: one gateway, one router, one eval suite, one audit trail. Every agent after the first ships faster.

  • Triggered by key events or signalslike Zapier
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  • Access to all LLMslike OpenRouter
  • Performance evaluatedlike Braintrust
  • No-code agent builderlike Dust.tt
  • Coordinated into teamslike CrewAI
  • Chained into multi-step processeslike n8n
  • Kept alive through long-running worklike Temporal
  • Traced at every step of every runlike Langfuse

Put the SEO Brief Writer to work this quarter

We partner with enterprise teams to take this work off their plate. An agent built with you, proven against your quality bar, and live in weeks.