supabase.com

The queue, ranked by leverage

Leverage = weight × (1 − score). We pick the failing signals that move your AEO score the most per fix. Ship from #1 down — the order is the priority.

1. 1

   Direct answer in the lead

   Content

   Effort: 2-4 hrs·Score: 0/100·Leverage: +18 pts

   Current state: 0 of 4 query terms appear in the first paragraph.

   Action

   Open the page with a direct, complete answer to the buyer query — engines extract their citation snippet from the lead paragraph.

2. 2

   Outbound links to authoritative sources

   Authority

   Effort: 2-4 hrs·Score: 0/100·Leverage: +16 pts

   Current state: 0 links to authoritative domains (.edu, .gov, named sources).

   Action

   Add 2-3 outbound citations to .edu / .gov / known publishers. The GEO paper measured this as the #2 citation-lift factor.

3. 3

   Inline citations and attributions

   Authority

   Effort: 2-4 hrs·Score: 0/100·Leverage: +14 pts

   Current state: 0 bracketed citations + 0 attribution phrases (per 200 words: 0%).

   Action

   Add inline citations ([1], [2]) or attribution phrases ("according to X"). GEO factor #1 for credibility-weighted citation.

4. 4

   Content freshness

   Authority

   Effort: 2-4 hrs·Score: 0/100·Leverage: +13 pts

   Current state: No parseable date — engines treat undated content as stale.

   Action

   Add a parseable date — `<time datetime="2026-01-15">` or `<meta property="article:modified_time">`.

5. 5

   Expert quotations

   Authority

   Effort: 2-4 hrs·Score: 0/100·Leverage: +11 pts

   Current state: 0 blockquotes + 0 long inline quotes.

   Action

   Include at least one direct quote from a named expert, ideally in a <blockquote>. Quote-rich pages are 28% more likely to be cited (GEO paper).