ai-traffic-vs-organic-search-report SKILL.md skillA
ai-traffic-vs-organic-search-report from coupler-io/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add coupler-io/skills/ai-traffic-vs-organic-search-report@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- coupler-io/skills
- Path
seo-and-geo/ai-traffic-vs-organic-search-report/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Oct 30, 2026
- Size
- 17,218 bytes
- Repository stars
- 40
- License
- MIT
Shows how much traffic answer engines like ChatGPT, Perplexity, Gemini and Claude send your site, and how it compares to normal organic search, from live GA4 data in your Coupler.io workspace — sessions, engagement, key events and revenue from AI referrals against organic, and whether AI is growing or replacing search. Use for "how much traffic does my site get from ChatGPT", "are AI answer engines sending me visitors", "AI referral vs organic search traffic…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# AI Traffic vs Organic Search Report Shows how much traffic ChatGPT, Perplexity and Gemini send your site and how it compares with Google organic search. AI Traffic vs Organic Search Report is a Coupler.io AI agent skill that works with live data from Google Analytics 4 (GA4). **Shows how much traffic answer engines send your site, how it compares to normal search, and whether it's growing.** More people are asking ChatGPT, Perplexity, Gemini and Claude instead of searching Google, and when one of those tools mentions your site, some of those people click through. That traffic shows up in GA4 as referrals — but scattered across source names, easy to miss, and never compared against your organic search on the same terms. Put them side by side and you can see whether AI is bringing real, engaged visitors or just curiosity clicks, whether it's growing month over month, and whether it's adding to your search traffic or starting to replace it. **One thing this does not do, said up front:** it measures the traffic answer engines *send* you. It does not tell you whether you're *cited* in their answers — whether ChatGPT recommends you when …
Read the whole file at its exact version.
How to install
mdr add coupler-io/skills/ai-traffic-vs-organic-search-report@sha256:07cb619f96054d63The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_sf6rdshhyq4t6qlk)
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Versions
The registry has recorded 1 version of this file, committed on Oct 30, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (17218 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
coupler-io/skills · 40 stars · license MIT · pushed 2026-10-30 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_sf6rdshhyq4t6qlk GET https://markdownregistry.com/api/v1/resolve?ref=coupler-io/skills/ai-traffic-vs-organic-search-report GET https://markdownregistry.com/api/v1/blob/07cb619f96054d63def73c467d4148e90b2bfde0b8ec992abc3d9cb99e55ebf2
Your AI assistant 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.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.