Service · Marketing operations partner

Marketing operations as an embedded retainer.

SEO + GEO, AI marketing-bot analytics, competitor intelligence, Google Keyword Planner research, Playwright audits, PageSpeed monitoring, full GA4 + Search Console + Google Ads instrumentation. One team, one retainer, the whole marketing operation. Not an agency selling deliverables.

Eight capabilities. One team. One retainer.

Most marketing agencies fragment by deliverable: one shop for SEO, another for analytics, a third for paid, a fourth for content. We run all of them as one operation, with shared instrumentation and shared memory. The capabilities below all live under a single monthly retainer.

01

SEO + GEO

Traditional technical SEO is the baseline. GEO — Generative Engine Optimization for ChatGPT, Perplexity, Claude search, Grok — is the new frontier. We do both with the same engineering rigor.

  • Technical audits, schema, Core Web Vitals
  • Migration without ranking loss
  • GEO content patterns + LLM-friendly schema
  • Tracking + attribution for AI-driven traffic
02

AI marketing-bot

A self-learning AI agent (Telegram-first) that watches your marketing data continuously, surfaces anomalies, answers questions in your voice, and runs scheduled analyses. Built on the same stack we open-sourced as SAE4U Agent.

  • GA4, Search Console, Google Ads, Meta Ads ingestion
  • Self-learning knowledge base (FTS5 + sqlite-vec hybrid)
  • Weekly digest + threshold alerts
  • Conversational interface — no dashboard fatigue
03

Competitor analytics

Continuous competitor intelligence — keyword overlap, content velocity, ad spend signals, technology stack changes — turned into actionable weekly briefs.

  • Keyword overlap + gap analysis (1 anchor + 4 competitors)
  • Content publishing cadence tracking
  • Backlink delta monitoring
  • Tech stack + ad-network footprint detection
04

Google Keyword Planner research

Our SEO and content planning runs on real Keyword Planner data — search volume, CPC, competition — pulled by our engineers under our own developer credentials, not the throttled UI most agencies still copy-paste from. You receive keyword research deliverables and content briefs grounded in fresh demand data; the API integration itself stays on our infrastructure.

  • Bulk keyword research executed by our engineers
  • Volume + CPC + competition cross-referenced with Search Console
  • Ideas expansion (semantic + cluster mapping)
  • Monthly refresh feeds your deliverables — no API credentials shared with clients
05

Playwright audits + automation

Headless-browser automation for the things you actually need: cross-browser visual diffs, full-page screenshot pipelines, lighthouse runs at scale, scraping the data that's only renderable client-side.

  • Continuous Lighthouse + accessibility runs
  • Visual regression on critical pages
  • Form / checkout flow QA
  • Custom scrape jobs for inputs not exposed via API
06

PageSpeed monitoring

Real Core Web Vitals tracked daily, not the cherry-picked PageSpeed score most agencies show in monthly reports. CrUX + Lighthouse + on-deploy regressions caught before they hit ranking.

  • CrUX field data for real users
  • Lighthouse lab data per critical path
  • Per-deploy regression alerts
  • LCP / INP / CLS surfaced in plain language
07

Long-form content articles

Real articles in real voice. Written from interviews with you, not extruded from a prompt. Founder-voice, technical depth, SEO-targeted, reads like a human wrote it.

  • Interview-based content workflow
  • Pillar + cluster structure for compounding ranking
  • Editorial calendar + monthly cadence
  • GEO-aware structure for AI citation
08

Analytics + attribution wiring

GA4 + Search Console + Google Ads + Meta wired into a single dashboard with a marketing bot answering questions on top. Every touchpoint instrumented, every conversion attributed, every report explained.

  • GA4 instrumentation + custom events
  • Search Console position tracking
  • Google Ads + Meta Ads spend tracking
  • Monthly narrative report (numbers + interpretation, not raw dashboards)

Real systems. Open instrumentation.

We don't lock you into our tooling. The marketing-bot is open source (SAE4U Agent), the persistent memory layer is open source (sae4u-memory), the audits use industry-standard tooling. If you ever stop working with us, every byte stays yours.

Data sources

GA4 Search Console Google Ads Meta Ads Google Keyword Planner API CrUX PageSpeed Insights API

Engineering tooling

Playwright Lighthouse Python crons SQLite + FTS5 + sqlite-vec Telegram (bot delivery) SAE4U Agent

Reporting + delivery

Conversational AI bot Weekly Telegram digest Threshold alerts Monthly narrative report Live dashboard (per-tenant)

Marketing video, AI-assisted, real footage.

Beyond traffic and analytics: we produce social-ready vertical video for the channels where your audience actually scrolls. AI-augmented post-production (auto-caption, AI b-roll, voice cleanup) on top of real footage shot with the client. Recent samples on our Instagram.

See examples on Instagram → Creative Production service →

One monthly retainer. No à la carte, no surprise invoices.

Marketing operations only compounds when the team stays put across quarters. We engage at retainer, not by deliverable, so we're aligned on long-term outcomes — organic growth, attribution clarity, lower CAC over time.

Marketing operations partner — embedded retainer

All eight capabilities above, run as one operation, with shared instrumentation and shared memory. Onboarding includes full audit + instrumentation wiring (typically 4–6 weeks before the recurring cycle stabilizes).

Engagements typically run 12+ months. We're picky — we take a small number of clients so each gets real attention.

$10–15K/mo
Range depends on scope, channel mix, and integration complexity. Discussed in the first call — no surprise pricing.

Want one team running your marketing operation, not five vendors?

15 minutes with the founder. Talk through your current state, where the leaks are, and whether the embedded retainer model fits.

Book 15 min with founder →