LQS Customer Report

End-of-creation output demo

Engineer Brief

Optimization Results

Before
48
F
After
88
B
Improvement
+40
F → B
🔍

Search Visibility

A
91+46 from 45
  • 28 of 34 high-value keywords placed
  • 4 primary keywords in title
  • 82% keyword uniqueness vs competitors
Composed from
Keyword Optimization (60%)90
Competitive Position (40%)92
🛒

Conversion Readiness

B
82+48 from 34
  • 6 of 8 selling points communicated
  • 12 of 15 customer pain points addressed
  • 7 proof points found
  • Reading level: Easy
Composed from
USP Effectiveness (35%)78
Readability (30%)85
Customer Alignment (35%)84
🛡️

Listing Health

A
97+25 from 72
  • 0 compliance violations
  • All 5 content fields populated
Composed from
Compliance (60%)100
Content Completeness (40%)95

Before vs After -- 3 Pillars

How Pillar Scores Are Calculated

Keyword Optimization (60%)Competitive Position (40%)
Search Visibility
USP Effectiveness (35%)Readability (30%)Customer Alignment (35%)
Conversion Readiness
Compliance (60%)Content Completeness (40%)
Listing Health

Pipeline Output Schema (customer_report block)

{
  "overall_score": 88,
  "overall_grade": "B",
  "baseline_score": 48,
  "baseline_grade": "F",
  "improvement": 40,
  "pillars": {
    "search_visibility": {
      "score": 91,
      "grade": "A",
      "baseline_score": 45,
      "delta": 46,
      "metrics": [
        "28 of 34 high-value keywords placed",
        "4 primary keywords in title",
        "82% keyword uniqueness vs competitors"
      ],
      "components": [
        {
          "name": "Keyword Optimization",
          "score": 90,
          "weight": 0.6,
          "source": "lqs"
        },
        {
          "name": "Competitive Position",
          "score": 92,
          "weight": 0.4,
          "source": "lqs"
        }
      ]
    },
    "conversion_readiness": {
      "score": 82,
      "grade": "B",
      "baseline_score": 34,
      "delta": 48,
      "metrics": [
        "6 of 8 selling points communicated",
        "12 of 15 customer pain points addressed",
        "7 proof points found",
        "Reading level: Easy"
      ],
      "components": [
        {
          "name": "USP Effectiveness",
          "score": 78,
          "weight": 0.35,
          "source": "lqs"
        },
        {
          "name": "Readability",
          "score": 85,
          "weight": 0.3,
          "source": "lqs"
        },
        {
          "name": "Customer Alignment",
          "score": 84,
          "weight": 0.35,
          "source": "lqs"
        }
      ]
    },
    "listing_health": {
      "score": 97,
      "grade": "A",
      "baseline_score": 72,
      "delta": 25,
      "metrics": [
        "0 compliance violations",
        "All 5 content fields populated"
      ],
      "components": [
        {
          "name": "Compliance",
          "score": 100,
          "weight": 0.6,
          "source": "lqs"
        },
        {
          "name": "Content Completeness",
          "score": 95,
          "weight": 0.4,
          "source": "default"
        }
      ]
    }
  }
}