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Predictive Simulator

vesremont.com

on the query “05056396231424”
Current
52
+16
points lift
Projected
68

If you ship the 5 highest-leverage fixes below, your AEO score moves from 52 to a projected 68. Math is transparent — every delta is the category-weighted lift the rubric would record if that signal goes from current score to OK (1.0).

The path to 68

Ship from #1 down. Each row shows the lift it contributes individually, and the cumulative score after you've shipped #1 through that step.

  1. 1

    Brand recognized as Wikidata entity

    E-E-A-T
    Signal: 0 → 100·Lift: +3 pts·Cumulative: 56/100
  2. 2

    Outbound links to authoritative sources

    Authority
    Signal: 0 → 100·Lift: +3 pts·Cumulative: 59/100
  3. 3

    Direct answer in the lead

    Content
    Signal: 0 → 100·Lift: +3 pts·Cumulative: 62/100
  4. 4

    Inline citations and attributions

    Authority
    Signal: 0 → 100·Lift: +3 pts·Cumulative: 65/100
  5. 5

    BLUF — answer in first 100 words

    Content
    Signal: 0 → 100·Lift: +3 pts·Cumulative: 68/100

Already shipped a fix? Verify it's live.

Re-crawl your page and confirm schema patches parsed cleanly. Then re-audit and watch the score climb.

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