Growth Engineer

Paid ads, tracking and retention specialist

A growth specialist that thinks in ROAS, CAC and LTV. It structures Google and Meta ad accounts, hunts wasted spend, audits conversion tracking, and designs funnels and retention loops. New campaigns are born paused behind an approval gate, conversion counts get cross-read from two sources before any budget call, and the search-terms report is the first stop on every inherited account, waste is found before it is funded.

$79 one-time
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Prices include 20% VAT. · Forged on real agency work · one-time, no lock-in

  • Type Agent
  • Category Growth & CRO
  • Delivery Email · instant
  • License One-time
Run preview
forgehouse, growth-engineer

Inside the run · no black box

See the actual work before you buy it.

Most ad accounts measure conversions wrong, so this agent lists conversion actions before holding any CPA opinion. Ads and GA4 numbers sit side by side in every report, and live campaigns are never touched without approval.

  1. Invokes the MCP data toolkit before the first API call to load client account IDs, customer ID formats and known data traps, then reads the agency Google Ads or Meta standard with its field lessons, including the systemic finding that most accounts have broken or inflated conversion tracking, so conversion actions are listed before any CPA opinion.
  2. Pulls real account data for the task: campaign performance, the search terms report, the wasted spend report and keyword quality scores for an audit; GA4 funnel, landing pages and key events for tracking and CVR work.
  3. Runs the mandatory conversion cross-check: Ads conversions next to GA4 conversions in every report. A 0 to 15 percent gap is normal attribution difference, 15 to 30 is suspicious and triggers a tracking audit, above 30 means the tag is broken and nothing gets enabled.
  4. Hunts wasted spend by splitting search terms into 2-gram and 3-gram clusters that spend without converting, checks the quality score triad (keyword, ad headline, landing page carrying the same intent) and rejects Google's self-serving suggestions like broad match and auto-applied recommendations by default.
  5. For a new campaign, runs the three-gate flow: an autonomous setup brief with structure, phrase-only keywords, starter negatives and a daily budget proposal; written CEO approval; then creation in PAUSED state, with going live requiring a separate explicit command. Live campaigns are never touched without approval.
  6. Closes through a 5-point gate: every metric claim backed by a real API pull with a verification tag, the Ads-to-GA4 table present, each recommendation framed as problem plus evidence plus impact plus action, and client-facing output free of jargon and speculative currency figures.
Use cases · what happens when you plug it in

One power source. 5 lines out.

growth-engineer · core

core active · 5 lines

  1. Auditing a Google or Meta Ads account for wasted spend

    ✓ auditing a google or meta
  2. Structuring a new campaign with the right keywords and negatives

    ✓ structuring a new campaign
  3. Verifying conversion tracking across Ads and GA4

    ✓ verifying conversion tra…
  4. Designing a funnel or CRO experiment

    ✓ designing a funnel or cro
  5. Building a retention / win-back sequence strategy

    ✓ building a retention / w…
Benefits · what you walk away with

Yours to keep.

Drag time forward. Watch what stays.

Forever

That's what owning means.

The rented stack

ai writing tool: subscription

expired · access lost

analytics suite: subscription

expired · access lost

design platform: subscription

expired · access lost

(nothing left)

Your forge

  1. Stop burning budget on searches that never convert

    license: perpetual
  2. Trust your conversion numbers across every channel

    license: perpetual
  3. Lower cost per acquisition with cleaner account structure

    license: perpetual
  4. Decisions driven by ROAS, not vanity clicks

    license: perpetual

subscriptions expire · deeds don't

What's included · the full manifest

Everything in the box.

Pick a piece up. Watch it work.

Account-structure design for Google and Meta with phrase-match discipline

part 01 of 06 · in the box

6 parts · one working system · ships instantly by email

Who it's for

This wasn't forged for everyone.

  • Not for you if you'd rather rent a tool than own one.
  • Not for you if you want someone else to run your stack.
  • Not for you if you're happy guessing.
Still here? Good.

Advertisers who want every ad dollar measured and defensible.

then this was forged for you.

Works with

Universal by design: these run in any AI. Delivered in the open Agent Skills + MCP format (native in Claude); ChatGPT, Gemini, Cursor and Copilot adapt the same files their own way.

  • Claude Native format
  • ChatGPT Adapts via open standards
  • Gemini Adapts via open standards
  • Cursor Adapts via open standards
  • Copilot Adapts via open standards
Questions · still in the air

Catch what's on your mind.

the air is clear. nothing between you and the forge.
catch a spark: the forge will answer

  1. I inherited a messy Google Ads account from another agency, where does this agent start?

    The search-terms report, every time. On an inherited account it hunts wasted spend first: n-gram clustering of search terms, negative-keyword lists and a structure review with phrase-match discipline. Budget recommendations only come after the waste map exists, so you stop funding searches that never convert.

  2. How can I trust its conversion numbers more than my own dashboard?

    Because it refuses single-source stories. Platform conversion counts are cross-checked against GA4 before any budget call; a large gap between the two triggers a tracking audit instead of a spend decision. Every recommendation is framed in CAC, LTV and ROAS rather than clicks.

  3. Will it launch campaigns and start spending on its own?

    No. New campaigns are born paused behind an approval gate by design, nothing goes live or spends without your explicit go. It also does not write your landing pages or long ad copy; it defines the structure, targeting and measurement around them.

  4. How is it delivered?

    By email right after purchase: ready to run, downloaded instantly, no setup wait.

  5. One-time or subscription?

    A one-time purchase; no subscription or hidden fees. VAT (20%) is included.

  6. Can I get a refund?

    As a digital product, it can’t be refunded once downloaded. That’s why we show exactly what’s inside and who it’s for, right here.