Home / coupler-io / skills · marketing-and-ads/google-ads/google-ads-keyword-and-quality-score-analysis/SKILL.md · GitHub

google-ads-keyword-and-quality-score-analysis skillA

google-ads-keyword-and-quality-score-analysis is agent-read markdown (skill) from coupler-io/skills: Use for "which keywords make money", "my quality score dropped", "should I use exact or broad match", "which keywords are worth more budget", "why is my cost per click so high", "find me new keywords to bid on" — even when the user never says "keyword". This is the earning view: which keywords deserve more money and which are overcharging for the same clicks. For the cutting view, use google-ads-waste-and-scale instead. Google Ads only..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Google Ads Keyword And Quality Score Analysis

**Shows which keywords deserve more money, and which are quietly overcharging you for the same
clicks.**

Two things make this hard to see from the interface. Brand terms convert at several times the rate of
everything else at a fraction of the click cost, so any ranked list that mixes them tells you to
invest in demand you already had. And Quality Score gets read as a grade to improve, when it's a
diagnostic reporting on three separate inputs — a score of 4 tells a finance director nothing, while
"£1,900 a month in avoidable click cost, and the failing input is landing page experience on eleven
keywords" tells them everything.

**What you get back**

- **Keywords ranked by cost per acquisition and return against your target**, with the spend at stake
  on each — brand and non-brand held apart throughout.
- **A four-way split** — proven with room, maxed out, a click cost problem, a relevance problem —
  because each needs a different fix.
- **A quality score read that names the failing component**, not the score, ranked by the spend behind
  it.
- **The click cost premium weak relevance is charging you**, in money per month.
…

Read the whole file at its exact version.

How to install

Latest version
mdr add coupler-io/skills/google-ads-keyword-and-quality-score-analysis@v2.0.0
Exact content
mdr add coupler-io/skills/google-ads-keyword-and-quality-score-analysis@sha256:a7c6eb42caa695b7

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_dpys2nfggzbjuk6k.svg)](https://markdownregistry.com/a/art_dpys2nfggzbjuk6k)

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Versions

versioncommittedcommitsizeaudit
v2.0.0 latest2026-09-05 3505ea8 15,622 BA view · diff
v2.0.02026-09-02 87a59c6 15,565 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (15622 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

coupler-io/skills · 34 stars · license none · pushed 2026-09-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_dpys2nfggzbjuk6k
GET https://markdownregistry.com/api/v1/resolve?ref=coupler-io/skills/google-ads-keyword-and-quality-score-analysis
GET https://markdownregistry.com/api/v1/blob/a7c6eb42caa695b7f7f714102a4ae23149c6afabd4481e4dce447917232e1c98

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

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