ai-search-citations-to-revenue SKILL.md skillA

ai-search-citations-to-revenue from coupler-io/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add coupler-io/skills/ai-search-citations-to-revenue@v1.0.0

Pins 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-search-citations-to-revenue/SKILL.md
Versions recorded
1
Latest version
v1.0.0, committed Oct 30, 2026
Size
55,398 bytes
Repository stars
40
License
MIT

Use for "which of our pages do ChatGPT, Perplexity or Gemini cite", "does our AI search visibility bring traffic, signups or sales", "is our Peec visibility worth anything", "which AI-cited pages or products make us money", "GEO funnel", "AI search to revenue", or when someone uploads Peec AI (or Profound, Otterly, Scrunch and similar) citation exports and wants them tied to results — even when they never say "funnel". Follows your cited URLs to AI-referred, organic, referral and direct…

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 Search Citations to Revenue

Follows the pages AI assistants cite through to traffic, signups and sales, and shows where the chain breaks. AI Search Citations to Revenue is a Coupler.io AI agent skill that works with live data from Peec AI, Google Analytics 4 (GA4), Google Search Console, Shopify, WooCommerce, HubSpot, Pipedrive, Salesforce, Stripe, and Paddle.

**Shows which of your pages and products AI engines cite, what traffic those pages get from AI
assistants, Google, referrals and direct visits, whether those visits trigger your key events and turn
into paid orders or won deals — and at which stage the chain breaks.**

[Source tag: Peec AI]
[Source tag: Google Analytics 4 (GA4)]
[Source tag: Google Search Console]
[Source tag: Shopify]
[Source tag: WooCommerce]
[Source tag: HubSpot]
[Source tag: Pipedrive]
[Source tag: Salesforce]
[Source tag: Stripe]

The citation tool, GA4, Search Console and the business system each hold one part of the chain. They
share two keys — the URL and the product. This skill joins on both and reports what the joins can and
cannot support: a stage ladder from chats to revenue, a page impact table, a product view, where AI
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add coupler-io/skills/ai-search-citations-to-revenue@sha256:b310c6363b0c01d8

The 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_p5rhvr6faeigpc55.svg)](https://markdownregistry.com/a/art_p5rhvr6faeigpc55)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Oct 30, 2026.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-10-30 aa9970f 55,398 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (55398 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 · 40 stars · license MIT · pushed 2026-10-30 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_p5rhvr6faeigpc55
GET https://markdownregistry.com/api/v1/resolve?ref=coupler-io/skills/ai-search-citations-to-revenue
GET https://markdownregistry.com/api/v1/blob/b310c6363b0c01d8faca6e0e34be1a2effcb849be67adc6e818247a422294e68

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.

More from coupler-io/skills

platform-rules SKILL.md skill
coupler-io/skills · .agents/skills/platform-rules/SKILL.md · Use this skill to keep the platform rules that Coupler.io skills state as fact current: budget flexibility…
v1.0.0 · audit A · 40 stars
skill-review SKILL.md skill
coupler-io/skills · .agents/skills/skill-review/SKILL.md · Use this skill when reviewing a Coupler.io skill before merge, auditing an existing one, or checking a pack of skills…
v1.2.0 · audit A · 40 stars
create-dataflow SKILL.md skill
coupler-io/skills · capability/create-dataflow/SKILL.md · Use this skill when the user wants to create a new dataflow, set up a new data import, connect a new data source to a…
git:20261021.e36545f · audit A · 40 stars
generate-data-set-context SKILL.md skill
coupler-io/skills · capability/generate-data-set-context/SKILL.md · Use this skill when the user wants to explore a dataset's context, or write or update documentation for the data it…
git:20261021.e36545f · audit A · 40 stars
get-started SKILL.md skill
coupler-io/skills · capability/get-started/SKILL.md · Use this skill when the user's Coupler.io workspace is NEW or EMPTY — no datasets, no credentials — and they want their…
v0.2.0 · audit A · 40 stars
google-ads-custom-gaql SKILL.md skill
coupler-io/skills · capability/google-ads-custom-gaql/SKILL.md · Use this skill when the user needs Google Ads data that no packaged report type carries, or asks for a Custom GAQL…
git:20261021.e36545f · audit A · 40 stars
refine-prompt SKILL.md skill
coupler-io/skills · capability/refine-prompt/SKILL.md · Use this skill when the user's request is vague, incomplete, or poorly structured and needs to be sharpened into a…
git:20261021.e36545f · audit A · 40 stars
report-generation SKILL.md skill
coupler-io/skills · capability/report-generation/SKILL.md · Use this skill to produce a structured business report from analysis output and validate it before delivery — turning…
git:20261021.e36545f · audit A · 40 stars
cin7-reorder-point-and-stock-cover SKILL.md skill
coupler-io/skills · ecommerce/cin7/cin7-reorder-point-and-stock-cover/SKILL.md · Use for "when should we reorder in Cin7", "what's our reorder point for each SKU", "how many weeks of stock do we have…
v1.0.0 · audit A · 40 stars
ecom-analytics SKILL.md skill
coupler-io/skills · ecommerce/ecom-analytics/SKILL.md · Use this skill when the user wants to analyze e-commerce performance, review funnel conversion, investigate AOV or…
git:20261021.e36545f · audit A · 40 stars
gorgias-support-tickets-per-order SKILL.md skill
coupler-io/skills · ecommerce/gorgias/gorgias-support-tickets-per-order/SKILL.md · Use for "how many support tickets per order do we get", "why is our Gorgias volume up", "what are customers contacting…
v1.0.0 · audit B · 40 stars
klaviyo-email-deliverability-check SKILL.md skill
coupler-io/skills · ecommerce/klaviyo/klaviyo-email-deliverability-check/SKILL.md · Use for "is our Klaviyo sending healthy", "are our emails going to spam", "why is our Klaviyo bounce rate up", "which…
v1.0.0 · audit A · 40 stars

Every file in coupler-io/skills

Browse by kind, by grade A, or by owner.