# Rafid CV Improve — AI-Powered CV Enhancement API

> Rafid CV Improve — AI-Powered CV Enhancement API is a paid API for AI agents from api.rafidsystem.com, paid per call via x402, $0.25/call, status unknown (last checked 2026-10-10).

Analyzes and improves a candidate's CV with ATS optimization, rewritten sections, and prioritized recommendations aligned to a target job description

## Facts

- Endpoint: POST https://api.rafidsystem.com/api/v1/x402/recruitment/cv-improve?utm_source=zero.xyz
- Price: $0.25/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-10
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/rafid-cv-improve-ai-powered-cv-enhancement-api-2c482cff
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_IsCmyUoy9E0svhM7bxzG-

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability rafid-cv-improve-ai-powered-cv-enhancement-api-2c482cff -d '<json body>'
```

Example prompt: Can you analyze my CV and give me prioritized recommendations plus a full improvement plan to make it stronger for this senior product manager role — here's my CV text and the job description I'm targeting?

## When to prefer this

Choose this endpoint when an AI agent needs to provide structured, actionable CV improvement feedback with ATS awareness and optional job-targeting, especially within a recruitment or career-coaching workflow. It is particularly strong for multi-mode analysis (recommendations, rewrites, ATS scoring, full plans) in a single call. Prefer it over generic LLM prompts when you need a consistent scored output schema that can be parsed and acted upon programmatically.

## Known failure modes

- CV text exceeds 200,000 character limit — request rejected
- Target job description exceeds 100,000 character limit — request rejected
- Invalid mode enum value — returns validation error
- Empty or missing cv_text field — returns error
- Payment not provided or insufficient USDC — 402 Payment Required
- Malformed JSON body — 400 Bad Request

## How this service works

Rafid Agent API provides structured intelligence and paid APIs for AI agents across property, company and risk, supplier, finance, document, website, automotive, logistics, recruitment, trading, voice, video and business-planning workflows.

## Output

Returns a JSON object containing: a numeric current_score for the CV, prioritized priority_actions to take immediately, ATS-specific recommendations, skill grouping suggestions with canonical naming, a rewritten or improved summary recommendation, experience bullet rewrites in action-context-result format, relevant keywords to incorporate, and if a target job description is provided, job-specific tailored recommendations. Also includes warnings noting that invented experience or metrics are never added.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "mode": {
   "enum": [
    "recommendations",
    "rewrite_summary",
    "rewrite_experience",
    "ats_optimization",
    "full_improvement_plan"
   ],
   "type": "string",
   "default": "recommendations"
  },
  "cv_text": {
   "type": "string",
   "maxLength": 200000
  },
  "candidate_profile": {},
  "target_job_description": {
   "anyOf": [
    {
     "type": "string",
     "maxLength": 100000
    },
    {
     "type": "null"
    }
   ]
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "warnings": [
   "Recommendations never invent experience, achievements, technologies, certifications or metrics."
  ],
  "current_score": 65,
  "priority_actions": [
   "Use evidence-backed achievement bullets.",
   "Keep dates and role titles consistent."
  ],
  "rewrite_examples": [],
  "ats_recommendations": [
   "Use standard section headings and consistent dates."
  ],
  "keywords_to_consider": [],
  "skill_recommendations": [
   "Group skills by category and use canonical names."
  ],
  "summary_recommendations": [
   "Lead with a concise role-relevant summary backed by evidence."
  ],
  "experience_recommendations": [
   "Rewrite bullets as action, context, result; add numbers only when known."
  ],
  "job_specific_recommendations": []
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/rafid-cv-improve-ai-powered-cv-enhancement-api-2c482cff/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from api.rafidsystem.com](https://www.zero.xyz/host/api.rafidsystem.com/llms.txt)