What this measures
How well a page can be crawled, chunked, understood, and cited by AI answer
engines — not classic blue-link SEO. The audit_page tool computes this
deterministically: page data flows through context.dev, then a fixed rubric of
~30 checks scores six categories into a 0–100 total. Your job is to present
that result, not to re-score it.
The result shape
audit_page returns JSON with:
score (0–100) and band ({ label, interpretation }).
stats — words, headings, links, externalLinks, jsonLdBlocks, char counts.
categories[] — each { id, name, score, maxScore, naExcluded, items[] }.
categories[].items[] — each check: { id, label, status, evidence, recommendation, score, maxScore }. status is pass | partial | fail | na.
topPriorities[] — the highest-impact failing/partial checks, pre-sorted.
agentPrompts — { full, topIssues[] }, ready-to-run fix prompts.
diagnostics — context.dev fetch status and JSON-LD parse failures.
The six categories
| ID |
Category |
Max |
| A |
Technical AI Crawlability |
28.4 |
| B |
Content Structure & Chunking |
25.4 |
| C |
Structured Data / Schema |
13.4 |
| D |
E-E-A-T & Entity Authority |
21.4 |
| E |
Off-site / Citation Surface Presence |
8.4 |
| F |
Measurement & Governance |
3 |
Scoring (already applied by the tool): pass = full weight, partial = half,
fail = 0, na = excluded from the denominator. Bands: Critical ≤40 ·
Below average ≤55 · Average ≤70 · Strong ≤85 · Excellent >85.
Output
Report, in order:
- The overall
score/100, its band.label, and the band.interpretation.
- A per-category breakdown: for each category,
score/maxScore and the
pass/partial/fail counts.
- The failing and partial checks, highest-impact first — use
topPriorities
and the matching items (cite each check's id, evidence, and
recommendation).
- The agent-ready fix prompt: present
agentPrompts.full verbatim in a
copy-paste block.
Report only the checks and numbers the tool returned. Never invent or recompute
scores, checks, evidence, or content.
1---2name: seo-audit3description: How to present the deterministic AI-SEO audit returned by audit_page. Use when reporting a page's readability and citation-readiness for AI answer engines (ChatGPT, Claude, Perplexity).4---56## What this measures78How well a page can be **crawled, chunked, understood, and cited by AI answer9engines** — not classic blue-link SEO. The `audit_page` tool computes this10deterministically: page data flows through context.dev, then a fixed rubric of11~30 checks scores six categories into a 0–100 total. Your job is to **present**12that result, not to re-score it.1314## The result shape1516`audit_page` returns JSON with:1718- `score` (0–100) and `band` (`{ label, interpretation }`).19- `stats` — words, headings, links, externalLinks, jsonLdBlocks, char counts.20- `categories[]` — each `{ id, name, score, maxScore, naExcluded, items[] }`.21- `categories[].items[]` — each check: `{ id, label, status, evidence,22 recommendation, score, maxScore }`. `status` is `pass | partial | fail | na`.23- `topPriorities[]` — the highest-impact failing/partial checks, pre-sorted.24- `agentPrompts` — `{ full, topIssues[] }`, ready-to-run fix prompts.25- `diagnostics` — context.dev fetch status and JSON-LD parse failures.2627## The six categories2829| ID | Category | Max |30| -- | -------- | --- |31| A | Technical AI Crawlability | 28.4 |32| B | Content Structure & Chunking | 25.4 |33| C | Structured Data / Schema | 13.4 |34| D | E-E-A-T & Entity Authority | 21.4 |35| E | Off-site / Citation Surface Presence | 8.4 |36| F | Measurement & Governance | 3 |3738Scoring (already applied by the tool): `pass` = full weight, `partial` = half,39`fail` = 0, `na` = excluded from the denominator. Bands: **Critical** ≤40 ·40**Below average** ≤55 · **Average** ≤70 · **Strong** ≤85 · **Excellent** >85.4142## Output4344Report, in order:45461. The overall `score`/100, its `band.label`, and the `band.interpretation`.472. A per-category breakdown: for each category, `score`/`maxScore` and the48 pass/partial/fail counts.493. The failing and partial checks, highest-impact first — use `topPriorities`50 and the matching `items` (cite each check's `id`, `evidence`, and51 `recommendation`).524. The **agent-ready fix prompt**: present `agentPrompts.full` verbatim in a53 copy-paste block.5455Report only the checks and numbers the tool returned. Never invent or recompute56scores, checks, evidence, or content.