Analysis

Analyze AEO

Evaluates how well content is optimized for AI answer engines (ChatGPT, Perplexity, Gemini, Claude). Analyzes Q&A patterns, FAQ/HowTo schema, direct answer snippets, entity clarity, source citations, statistics, and schema completeness. Includes full Citation Readiness analysis, AI agent readiness signals (llms.txt, robots.txt, SSR detection, WebMCP), and clickbait penalty.

get/api/v1/aeo

Request

  • Base URL: https://llmse.ai
  • URL: https://llmse.ai/api/v1/aeo
  • Auth: one of:
    • none
    • HTTP bearer

Query parameters

urlstring uri required

The website URL to analyze

Response

AEO analysis result

urlstring
cachedboolean
aeo_scoreinteger required

Overall AEO score (0-100). Additive across 10 metrics with clickbait penalty up to -10.

aeo_grade'A' | 'B' | 'C' | 'D' | 'F' required

Letter grade. Thresholds: A>=85, B>=70, C>=55, D>=40, F<40.

recommendationsstring[] required

Example response

{
  "aeo_metrics": {
    "answer_format": {
      "max_score": 15
    },
    "faq_schema": {
      "max_score": 12
    },
    "howto_schema": {
      "max_score": 8
    },
    "direct_snippets": {
      "max_score": 11
    },
    "entity_clarity": {
      "max_score": 9
    },
    "source_citations": {
      "max_score": 13
    },
    "statistics": {
      "max_score": 10
    },
    "schema_completeness": {
      "max_score": 10
    },
    "content_freshness": {
      "max_score": 6
    },
    "topical_authority": {
      "max_score": 6
    }
  },
  "citation": {
    "issues": {
      "critical": [
        {
          "code": "SEO_NO_TITLE",
          "message": "Page has no title tag",
          "impact": "high"
        }
      ],
      "warnings": [
        {
          "code": "SEO_NO_TITLE",
          "message": "Page has no title tag",
          "impact": "high"
        }
      ],
      "info": [
        {
          "code": "SEO_NO_TITLE",
          "message": "Page has no title tag",
          "impact": "high"
        }
      ]
    }
  },
  "issues": {
    "critical": [
      {
        "code": "SEO_NO_TITLE",
        "message": "Page has no title tag",
        "impact": "high"
      }
    ],
    "warnings": [
      {
        "code": "SEO_NO_TITLE",
        "message": "Page has no title tag",
        "impact": "high"
      }
    ],
    "info": [
      {
        "code": "SEO_NO_TITLE",
        "message": "Page has no title tag",
        "impact": "high"
      }
    ]
  }
}

Changes

No recorded changes to this operation across all 1 revision of this API.