The AEO Score Explained: 8 Dimensions and How to Improve Each
An AEO score is a 0–100 rating of how ready a page is to be quoted by AI answer engines. Ranklance calculates it from eight weighted dimensions every time you save a published post or page. Answer readiness weighs most, at 25 points. It’s Ranklance’s own rubric, not a Google metric.
“AEO score” means different things in different tools: some check your page, some check whether AI tools mention your brand. This one checks your page. Here’s exactly what Ranklance counts, taken from the plugin’s code, how to improve your AEO score, and what we learned scoring our own guides with it.
What does an AEO score measure, and what doesn’t it?
Tools use the same label for three different things, so check which one you’re looking at:
| Type of score | What it measures | Example |
|---|---|---|
| Page readiness | How clearly one page is structured and written for quoting | Ranklance’s AEO score |
| AI visibility | How often AI answers mention or cite your brand | Rank Math’s AI Visibility score, part of its paid Rank Math AI plans (checked 16 October 2026) |
| Share of Model | The share of sampled AI answers that name you | A spreadsheet you can run yourself |
Page readiness matters because ranking alone doesn’t decide what gets quoted. In an Ahrefs study of 863,000 searches published in March 2026, only 37.9% of the pages cited in Google’s AI Overviews also ranked in the top 10. A high page score makes you easier to quote; it can’t make anyone quote you.
Which pages get an AEO score?
Published posts and pages with at least 100 words. Ranklance recalculates the score each time you save, and shows it with a breakdown by dimension in the editor sidebar (see Getting started). Drafts, custom post types and shorter pages show no score.
Scores of 80 or more show green, 50 to 79 amber, and below 50 red. Here’s how the 100 points are split:
The eight dimensions and how to improve your AEO score
Each dimension below lists what the code checks and the quickest fix. Points are maximums.
1. Answer readiness (25 points)
- Direct answer (10): the first paragraph is 40–80 words (20–100 earns 5) and doesn’t open with filler such as “In this post” or “Have you ever wondered”.
- Definition first (5): the first paragraph uses wording like “is a”, “refers to” or “means”.
- Key phrase early (5): your focus keyphrase appears in the first 100 words. Set one, or this scores 0.
- Weighty opening (5): the first paragraph is 3–15% of the page’s words.
Illustrative example. Before: “In this guide, we’ll look at llms.txt and why it matters.” After: “An llms.txt file is a Markdown file at your site’s root that lists your most important pages for AI tools…”, continued to 40–80 words with your keyphrase in it. Fix: rewrite your opening as a definition.
2. Schema coverage (20 points)
Ranklance credits the schema it outputs itself, so most points depend on the content type: Article schema for posts (5) or WebPage schema for pages (3), BreadcrumbList (3) and a language declaration (2).
You control the rest: a meta description, used for social cards (3, or 1 without), and on posts, an author with a display name and archive (4). Posts can reach 17 here, pages 11. Fix: write a meta description.
3. Entity and link clarity (15 points)
Posts get 5 for their declared main entity, and every page gets 2 for terminology. You earn the rest: named-entity density (up to 4), defining most of those entities with “is” or “refers to” (1), and external links (2 for one, 3 for three or more). Fix: name specific products, people and standards, define them, and link to sources.
4. FAQ and HowTo presence (15 points)
Ranklance counts question-style headings (H2 to H4 ending in “?” or starting with what, how, why, can, does and similar) and numbered lists of three or more steps, and uses whichever scores higher.
Three or more question headings, or a numbered list of steps, reaches the current cap of 12; the last 3 points aren’t scored yet. Answer length isn’t measured today either. Fix: add three real reader questions as headings, each answered briefly.
5. Structure (10 points)
No skipped heading levels (3), at least 80% of paragraphs at 60 words or fewer (2), a list of three or more items (2), a table (2), and on pages over 1,000 words a table of contents (1; shorter pages get it free). Fix: break up long paragraphs and put comparisons in a table.
6. E-E-A-T signals (5 points)
On posts, an author name (1) plus a website or a bio of 50 or more characters (1); about one external source per 200 words (2); and a link to an about, author or team page (1, automatic on posts). Fix: complete your WordPress profile and cite sources.
7. Snippet readiness (5 points)
No backward references that send readers to an earlier part of the page (2), alt text on 90% of images (1), a meta description that reuses wording from the first paragraph (1), and sections that don’t open with “It”, “This” or “They” (1). Fix: start each section by naming its subject.
8. Freshness (5 points)
3 points if the page was updated in the last 6 months, 2 within 9 months and 1 within 12. The other 2 points are automatic. Fix: review and update important pages at least twice a year.
Bonus and penalty: the 5 points we lost
Posts get a 3-point bonus for the several schema types Ranklance outputs; pages don’t. Three or more backward references, the stock phrases that point readers back up the page, cost 5 points. The total is capped at 100.
We learned the penalty the hard way. An earlier version of this guide listed those phrases word for word, to explain them, and the scorer counted every one: minus 5. Describe a pattern instead of quoting it, and point to sections by name.
Why can’t my page reach 100? Posts vs pages
WordPress pages earn fewer points than posts by design. Pages top out at 11 for schema instead of 17, get no main-entity or author points, and get no bonus. A strong page can still sit in the amber band.
Our own numbers show the gap. On 7 October 2026 we scored all 21 pages of this site with the same scoring code as the free plugin. The 13 articles scored 85 to 95, averaging 90.9.
The 8 pages, such as the homepage and section hubs, scored 49 to 69. The homepage scored 57, partly because we kept its 28-word hero text for design reasons.
Compare posts with posts and pages with pages; a page in the 60s may already be near its ceiling.
Where to start: a 20-minute order of work
- Rewrite the opening paragraph as a 40–80 word definition that includes your keyphrase.
- Write a meta description that reuses wording from that opening.
- Add three question headings with short answers.
- Add sources: about one external link per 200 words.
- Break up paragraphs over 60 words, and add a list or table.
That order is what moved our articles from an average of 86.9 to 90.9: definition-first openings on eight pages, expanding one short hub past the 100-word minimum, and removing the penalised phrases. Fix answer readiness first: it’s a quarter of the score and usually one paragraph of work.
Don’t chase the number
The score rewards clear, quotable writing, and that’s worth doing for readers anyway. Research backs the general idea: in the GEO paper presented at KDD 2024, content changes such as adding sources and statistics improved visibility in AI answers by up to 40% in the authors’ tests.
But there’s a line. Developers on Hacker News have little patience for tactics that look like “the worst of SEO, but a bunch more of it”, and even tool builders admit tricks that overfit to today’s systems tend to be temporary.
What models reward is content that’s easy to summarise and not shallow, plus independent mentions on other sites, which no on-page score can see. Don’t stuff keywords or invent FAQs to gain points; a reader-first page with a 75 beats a padded page with a 95.
AEO score: what’s free and what’s paid
If you’d like help acting on the score, here’s how Ranklance works:
- Install the free plugin. Every published post and page of 100+ words gets an AEO score and breakdown in the editor.
- Add AI analysis if you want it. It uses your own Anthropic API key, and sends data only after you consent (AI analysis setup).
- Upgrade only if you need more. Solo ($99 a year) adds unlimited agent runs, the approval queue and all 13 schema types for one site. Professional ($249 a year) covers up to 25 sites. Agents draft fixes, and nothing goes live until you approve it. Compare plans.
Ranklance can audit, score and fix what’s on your site. It can’t make an AI engine cite you. Nobody can promise that.
FAQ
Is a higher AEO score a guarantee of AI citations?
No. The score measures how easy a page is to understand and quote. Whether an engine cites it also depends on your authority, independent mentions, and how well you answer compared with other sources.
Is the AEO score free in Ranklance?
Yes. Every published post and page of 100+ words gets a score and breakdown in the free plugin, updated each time you save. Paid plans add agents that draft fixes for your approval.
Why does my page show no score?
Drafts, custom post types and pages under 100 words aren't scored. Publish it, or add content, and save again.
Why can't my page reach 100?
Pages earn fewer schema, entity and author points than posts and no bonus, so a page's realistic ceiling is lower. On our own site, pages scored 49 to 69 while articles scored 85 to 95.
Sources
- Google Search Central: AI features and your website
- Ahrefs: AI Overview citations and top-10 rankings (March 2026)
- Aggarwal et al.: GEO, Generative Engine Optimization (KDD 2024)
- Rank Math: how to track AI visibility
- Ranklance on WordPress.org
Scoring rules checked against the Ranklance 1.0.0 code, and sources checked 16 October 2026. Spot something wrong? Email support@wisdmlabs.com and we’ll fix it.
See your own pages’ AEO score free in the WordPress editor. Upgrade only if you want agents to draft the fixes.
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