SEO/AEO Account Manager @ Perfectus Labs

Technical SEO strategist who builds the data layer.

I run a 30+ account SEO and AEO portfolio and built the Python and DuckDB pipeline that measures it. Nine years in growth marketing. Computer science degree finishing December 2026.

Contact
stephan_looten.sh — zsh
~/warehouse
duckdb> select metric, value
duckdb> from warehouse.fct_portfolio_proof
duckdb> order by rank asc;
metricvalue
accounts_managed30+
gsc_properties_banked_daily29
warehouse_fact_tables20+
industries_served12
growth_marketing_tenure9+ yrs
5 rows · currently_engaged @ perfectus_labs · orlando, fl

● Building SEO/AEO systems at Perfectus Labs

30+Accounts managed
29GSC properties banked daily
20+Warehouse fact tables
12Industries served
9+ yrsGrowth marketing
$ cat ./capabilities

The full marketing stack

[01]

Technical SEO

Crawl budget, indexation, sitemaps, redirects, schema and Core Web Vitals. Diagnoses at the site level first: a page-level audit cannot explain a site-level verdict.

[02]

Search data engineering

GSC, GA4, DataForSEO, Bing and Ahrefs pulled by Python into a DuckDB + dbt warehouse with data tests, a daily spend cap and delivery gates.

[03]

AEO / AI search

Buyer-shaped prompt sets across ChatGPT, Perplexity, Gemini, Copilot and Google AI Mode. Naming and citation kept separate, figures hand-verified, every run keyed so two dates can be compared honestly.

[04]

Site builds and migrations

Headless WordPress with TanStack front ends, Lovable and WordPress builds, Shopify redirect plans, full technical handoff.

[05]

Local / GBP

Multi-location profile optimisation, post cadence, review replies, UTM-tagged links, and reading local-pack impressions for what they are: calls and directions, not clicks.

[06]

Account strategy and team

Primary contact for 30+ accounts. Bi-weekly calls, weekly reports, six-month roadmaps, win-back audits. Team lead over five account managers.

[07]

Paid media and growth

Amazon, Meta and Google Ads, lifecycle email. Nine years of campaign work before SEO, which is why every recommendation ends in a conversion path.

$ cat ./experience.log

Professional
Registry

A reverse-chronological record of roles, scope, and what shipped.

Now · PRESENT

SEO/AEO Account Manager

Perfectus Labs · Orlando, FL

Active
  • Primary contact for a 30+ account SEO/AEO portfolio; bi-weekly strategy calls, weekly performance reports, six-month roadmaps.
  • Built the portfolio's data layer: Python pulls against GSC, GA4, DataForSEO, Bing and Ahrefs into a DuckDB + dbt warehouse; 29 properties banked daily; every client report, deck and QBR number reads from the same tables.
  • Built and operate a closed-loop workflow: audit → keyword strategy → monthly content plan → drafting gates → delivery → PR review → 90-day content review → quarterly delta re-audit.
  • Shipped headless WordPress + TanStack migrations for three sites and Lovable/WordPress builds with full technical handoff.
  • Built the AEO measurement instrument (prompt sets, hostname citation matching, comparability keys) and the LLM visibility reporting for every bi-weekly deck.
2024–2026

Marketing Technology Specialist

Veracity News · Orlando, FL

  • Architected an AI-assisted lead qualification pipeline (Node, Express, PostgreSQL, OpenAI API) with deterministic penalties and concurrent processing.
  • Grew organic social from 30K to 70K+ followers; 20M impressions in 12 months.
2022–2023

Marketing Manager

Dcent Ventures · Orlando, FL

  • Led paid and email programmes that lifted web traffic 400% and conversion rate 25%.
2020–2021

Marketer / Lead Buyer

Ecommerce.io · Miami, FL

  • Scaled an Amazon FBA operation past $1M revenue in 12 months; 11x ROAS on top campaigns.
2017–2020

Media buying and lead generation

McGrover Funding, Driftul, Envision Traffic · Miami, FLManaged up to $30K/month across 120+ Facebook campaigns; leads as low as $0.38.