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SEO Traffic Diagnosis · rampstackco | DecimalAI

marketingby rampstackco

SEO Traffic Diagnosis

rampstackco/seo-traffic-diagnosis

Source rampstackco/claude-skills ↗License MIT

Diagnose organic traffic changes (drops, stalls, or unexpected wins) using Ahrefs MCP plus Search Console data.

SkillScore83Maintained

Automatic

Marketing & Content pack

Last verified 8/20/2026

What it changes

Passed 19 of 23 test cases with the skill, and 16 of 23 without it.

Without skill70%

With skill83%

Checks it passed that the model alone missed

Directs investigation toward site outages, brand reputation shifts, or manual actions
Declares explicit data gaps for unavailable inputs rather than estimating or fabricating metrics
Focuses diagnosis on section-specific quality or topical updates rather than site-wide technical changes

3 fixed16 passed either way4 still failing0 broke

Pass-rate lift: +13 pp
Tokens: +49%
Agent turns: 0%
Response time: -13%

Model gemini-3.6-flashMeasured 8/20/2026v219 of 23 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/rampstackco-seo-traffic-diagnosis/SKILL.md https://app.decimal.ai/s/rampstackco-seo-traffic-diagnosis/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add rampstackco-seo-traffic-diagnosis, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/rampstackco-seo-traffic-diagnosis/ and pins it in .decimal/skills.lock

decimalai skills add rampstackco-seo-traffic-diagnosis

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/rampstackco-seo-traffic-diagnosis/SKILL.md https://app.decimal.ai/s/rampstackco-seo-traffic-diagnosis/SKILL.md

Raw file: /s/rampstackco-seo-traffic-diagnosis/SKILL.md ↗ · machine-readable summary at /s/rampstackco-seo-traffic-diagnosis.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 3

Prompt

Search traffic for SaaS platform WorkHub fell by 25% last week. Upon initial review, impressions for our company name 'WorkHub' and product brand terms dropped heavily, while industry terms stayed flat. What layer of diagnosis applies and what is the primary area to investigate?

What was checked, without and with the skill
Checked	Without skill	With skill
Identifies the drop as a brand-level issue rather than a non-branded algorithmic ranking penalty	Passed	Passed
Directs investigation toward site outages, brand reputation shifts, or manual actions	Missed	Passed

case-09 · gemini-3.6-flash · 8/20/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md178 lines2 files

SEO Traffic Diagnosis

Diagnose why organic traffic moved (down, flat, or unexpectedly up) using Ahrefs MCP combined with Search Console and analytics data. Stack-agnostic. Produces a root-cause diagnosis and an action plan.

When to use

Organic traffic dropped sharply
Organic traffic has been flat for months despite content investment
After a known Google algorithm update
After a migration, replatform, or domain change
After a deploy that touched routing, redirects, or rendering
When a competitor is visibly taking organic share
When a single page dropped from a ranked position
When stakeholders need an explanation, fast

When NOT to use

Routine performance reporting (use analytics-strategy)
Pre-emptive content planning (use seo-content-gap-audit)
Backlink-only investigations (use seo-backlink-audit)
Technical issue triage outside of traffic concerns (use seo-site-health-audit)

Required inputs

Description of the symptom (what changed, when, magnitude)
Date the change started (best estimate)
Recent SEO history: deploys, migrations, content changes, link campaigns
Access to Ahrefs MCP, Search Console, and analytics
Confirmation the change is real (not a tracking artifact)

The framework: 5 layers of diagnosis

A traffic change has one or more root causes. Move through the layers in order. Stop when you have enough evidence.

Track record

Benchmark

19 / 23

test cases passed, vs 16 / 23 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/10/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

rampstackco / claude-skills

skills/seo-traffic-diagnosis/SKILL.md

View on GitHub ↗

License MITImported 9/17/2026Version v2Bundled 1 file

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

sickn33/seo-forensic-incident-responseInvestigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan.Close match+18 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

SEO Traffic Diagnosis

When to use

When NOT to use

Required inputs

The framework: 5 layers of diagnosis

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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