VectorCiteVectorCite
Predictive Simulator

supabase.com

on the query “open source firebase alternative”
Current
54
+8
points lift
Projected
62

If you ship the 5 highest-leverage fixes below, your AEO score moves from 54 to a projected 62. 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 62

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

    Direct answer in the lead

    Content
    Signal: 0 → 100·Lift: +5 pts·Cumulative: 51/100
  2. 2

    Outbound links to authoritative sources

    Authority
    Signal: 0 → 100·Lift: +3 pts·Cumulative: 54/100
  3. 3

    Inline citations and attributions

    Authority
    Signal: 0 → 100·Lift: +3 pts·Cumulative: 57/100
  4. 4

    FAQ / Q&A schema

    Structure
    Signal: 0 → 100·Lift: +3 pts·Cumulative: 59/100
  5. 5

    Content freshness

    Authority
    Signal: 0 → 100·Lift: +3 pts·Cumulative: 62/100

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.

Schema verify Re-audit