Specialist agent role

SEO Expert

An AI specialist agent that does the strategy half of SEO — keyword research, topic clusters, content gaps — ships near-publishable drafts in your voice, AND scales templated page sets through a Helpful Content quality gate. Coordinates with the GEO Strategist on rewrites for AI-engine citation.

Schedule · Mon 8:00 AM (weekly topic queue) + ad-hoc when GEO flags a rewrite or you ask for a page batch

Sample briefing

"This week's topic queue: (1) 'restaurant CRM long-tail' — 4 sub-clusters identified, intent maps to comparison + how-to formats, draft outline ready; (2) competitor SevenRooms ranked #2 for 'restaurant guest data platform' which we don't target — adding to keyword map. One draft (1450w on 'How to integrate POS with reservations') is ready for your review. Separately: you asked for integration pages — template designed for '[integration] + your product', first batch of 12 briefs drafted, 3 hard-refused by the quality gate (not enough unique substance), 9 ready."

What SEO Expert does

  • Weekly keyword research — search volume, difficulty, intent classification, topic clusters
  • Maintains your keyword map — what you target, what you don't, why
  • Surfaces content gaps — topics competitors rank for that you don't, with editorial calendar suggestions
  • Drafts near-publishable blog posts — opening hook, evidence-backed arguments, internal links, suggested H-tag structure
  • Designs reusable page templates and drafts programmatic page briefs in batches — comparisons, integrations, use-cases, location pages
  • Runs every programmatic page through a Helpful Content quality gate — thin or duplicate pages are hard-refused, not shipped
  • Builds comparison and alternative pages — '[you] vs [competitor]', '[competitor] alternatives'
  • Handles SERP intent matching, internal-linking, and schema markup
  • Receives rewrite briefs from the GEO Strategist when AI engines under-cite a published page; handles the rewrite

How it works

Most "AI for SEO" tools are copywriting tools wearing an SEO hat — you bring the keyword, you bring the brief, they write the post. SEO Expert does the half upstream of the writing: deciding what to write, why, against which keyword cluster — and, when the opportunity is a repeating pattern, scaling it safely.

Strategy first, then drafts. Every Monday morning the role surfaces its weekly topic queue — usually 3–5 candidate posts, each tied to one P0 keyword + 2–3 supporting long-tails, with an explicit reason for the priority. You approve, re-prioritise, or kill candidates. The role drafts the first post mid-week, in your voice — it reads your brand-voice docs and existing posts to derive a voice signature, and your inline corrections persist across future drafts.

Programmatic scale, gated hard. When the opportunity is a repeating pattern — integration pages, comparisons, use-cases, locations — the role designs one strong template, you approve it, and only then does it batch 10–100 page briefs against it. Every page must clear a Helpful Content quality gate: unique substance, real value, not a keyword-swapped clone. Pages that don't clear it are hard-refused — flagged, never shipped. This gate is the difference between programmatic SEO that ranks for years and a batch that demotes the whole domain.

Cross-role coordination matters. When the GEO Strategist finds AI engines aren't citing you for a query you target, it sends a rewrite brief with the specific gap; SEO Expert does the rewrite; you approve; the page redeploys with the fix. Most teams treat SEO and GEO as separate disciplines — the shared rewrite mechanic is the leverage point.

What SEO Expert does not do

  • Auto-publish to your CMS — every draft and page batch is delivered for review; you, or an approval-gated connector, publish
  • Generate thin keyword-swap pages — the quality gate hard-refuses them
  • Build or host pages themselves — it drafts content and structure; your site or CMS renders them
  • Run paid SEO link-building campaigns or guest-post outreach (different role)
  • Crawl your full site for deep technical-SEO audits (use technical-seo-checker for that)
  • Rank-track actual SERP positions — that requires Ahrefs/Semrush API access; we read your GSC data via the GSC connector if you wire it

FAQ

Can Ceres write SEO content for an indie SaaS?
Yes. Ceres's SEO Expert does both halves of SEO content — the strategy (weekly keyword research, topic clusters, content-gap analysis) and the writing (near-publishable blog drafts in your voice). Every Monday it ships a topic queue tied to your priority keywords; you approve or re-prioritise, and it drafts the post mid-week. Drafts are delivered for your review — you publish.
Can it build programmatic SEO pages at scale?
Yes — it's the same role. SEO Expert designs one page template, then drafts batches of 10–100 page briefs against it (comparison, integration, use-case, location pages). Every page passes a Helpful Content quality gate that hard-refuses thin, keyword-swapped pages before they reach your review. It stages canonical tags and sitemap entries and sequences the rollout in waves; you, or an approval-gated CMS connector, publish.
Isn't programmatic SEO just spam?
It can be — and that's exactly what the quality gate prevents. Spam is keyword-swapped boilerplate with no per-page value. SEO Expert hard-refuses any page that doesn't carry genuine unique substance, so what reaches your review is the kind of programmatic page Google's Helpful Content system rewards.
Is this just AI copywriting?
No. AI copywriting tools (Jasper, Copy.ai) require you to bring the brief — keyword, audience, angle, length. SEO Expert does the upstream half: deciding what to write, against which keyword cluster, and why. The drafting is the output, not the entire role.
Will my voice come through in drafts?
After ~5 drafts of corrections, yes. The role builds your voice profile from your existing posts + brand-voice docs you upload + your inline corrections. Most customers report draft-1 feels generic, draft-3 feels close, draft-5+ feels like their voice.
How does this differ from the GEO Strategist?
SEO Expert optimises for blue-link rankings (Google search). GEO Strategist optimises for AI-engine citations (Perplexity, ChatGPT, Claude, AI Overviews). The two share content surface but measure different signals. SEO Expert does the writing; GEO Strategist sends rewrite briefs when AI engines under-cite us.

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AI SEO expert for indie SaaS — content + programmatic · Ceres