ai-page-cro

ai-page-cro Page Conversion Diagnostic Assistant

Overview

The page conversion diagnostic assistant is used to answer "why isn't the page converting," growth experiments, conversion optimization, and data decisions, and is suitable for marketing, product, operations, and software to call after clarifying business goals, content materials, or analysis targets. It will combine page, process, or experiment materials, pasted page copy, process descriptions, experiment ideas, conversion goals, user feedback, or friction clues. and other inputs, organize key context, and output CRO priorities, AB test hypotheses, and CTA rewrites, making it easy to continue execution, review, or delivery. Capability positioning supplement: landing page conversion diagnosis can be turned into a high-willingness-to-pay business work package.

When to Use

Applicable Scenarios

Users raise questions such as "why isn't the page converting," and need to quickly break down goals, determine priorities, and form actionable results
Marketing, product, operations, and software need to generate CRO priorities, AB test hypotheses, and CTA rewrites around the page conversion diagnostic assistant
Users have already prepared conversion goals (explain the registration, activation, upgrade, retention, payment, or experiment metrics to be optimized.), target users (explain user stage, segment, traffic source, device, or usage scenario.), and page or process links (fill in publicly accessible landing pages, registration pages, paywalls, processes, or reference links.), and hope to organize them into actionable analysis or optimization results
Users need to turn materials related to the page conversion diagnostic assistant into clear conclusions, priorities, and next-step actions

How to Call

Call the AI Skills API directly through the exported Python runner:

Command Examples

Basic Call

python3 scripts/run.py --params '{}'

Call with Common Parameters

python3 scripts/run.py --params '{"goal":"转化目标"}'

Parameter Description

Parameter	Type	Required	Default	Description
`goal`	string	No	-	Explain the registration, activation, upgrade, retention, payment, or experiment metrics to be optimized
`audience`	string	No	-	Explain user stage, segment, traffic source, device, or usage scenario
`materialUrl`	string	No	-	Fill in publicly accessible landing pages, registration pages, paywalls, processes, or reference links; a complete accessible URL must be provided
`materialFile`	string	No	-	Upload page screenshots, conversion data, user feedback, experiment plans, or product materials
`materialText`	string	No	-	Paste page copy, process descriptions, experiment ideas, conversion goals, user feedback, or friction clues
`brandRequirements`	string	No	-	Supplement sample size, metric definitions, brand restrictions, technical constraints, unchangeable items, or launch review priorities

See the complete machine-readable parameter structure at references/form-schema.json。

Parameter Value Reference

This skill currently has no categorical parameters that require additional lookup.

Supported Input Formats

This skill directly accepts JSON parameters; if a parameter contains a link field, please provide a complete, accessible URL.

Example Request

The example parameters below can be passed directly to scripts/run.py, and the runner will send them to the AI Skills API.

python3 scripts/run.py --params '{"goal":"转化目标"}'

Equivalent --params JSON：

{
  "goal": "转化目标"
}

Example return result

{
  "success": true,
  "data": {
    "message": "示例结果请以技能真实返回结构为准。"
  },
  "meta": {
    "executionTime": 842,
    "cached": false
  }
}

Deliverables

CRO priorities, AB test hypotheses, CTA rewrites: organize the core results around user goals that can be directly read, reviewed, or delivered.
Interpretation of input materials: combine the conversion goal (specify the registration, activation, upgrade, retention, payment, or experiment metrics to be optimized.), target users (specify user stage, segment, traffic source, device, or usage scenario.), page or flow links (provide publicly accessible landing pages, registration pages, paywalls, flows, or reference links.) to extract key context and the basis for judgment.
Next steps: provide priorities, execution suggestions, or a content framework that can be further processed.

Suggestions for using the results

First determine whether the output answers the user's core question about the "Page Conversion Diagnosis Assistant".
Then check whether the results cover CRO priorities, AB test hypotheses, CTA rewrites, and whether clear next steps are given.
If the input materials are limited, it is recommended to have the user supplement the goals, audience, constraints, or original materials before running.

Preparation before running

AISKILLS_BASE_URL: default https://ai-skills.ai
AISKILLS_API_KEY: required, used for authenticated calls
AISKILLS_TENANT_ID: default default