Short answer: a healthcare dashboard should not produce a "medical topical authority" score. It must show if the critical questions have an owner, the content is current, the appropriate review has been done, the pages are crawlable, duplicate intents decrease and the sources are adequate. Google documents linking, Article markup, JavaScript SEO, and policies against scaled content abuse. These support a technical/editorial audit, not a universal authority score.

1. Intent ownership coverage

Numerator: Priority questions with a clear primary URL. Denominator: the versioned taxonomy questions.

If two pages claim the same intent, mark collision before calculating coverage.

2. Clinical/editorial review coverage

For pages where the risk requires it, measure if there is a reviewer/owner and if the review is on time.

The denominator should not include administrative pages that do not require clinical review.

3. Freshness compliance

It defines SLA differently by risk and volatility. The information about the program has a different pace than a page about treatment or contraindications.

It measures compliance with the relevant SLA.

4. Duplicate-intent rate

Numerator: groups of pages with the same main promise and insufficient information gain. The denominator can be total intents or total pages, but the formula must be fixed.

The goal is to identify reinforcements, not to maximize the number of URLs.

5. Source coverage

For sensitive claims, check if the source meets editorial standards. Don't just evaluate the existence of a link.

Keep source type and last verified.

6. Crawlability health

It measures status, canonical, robots, internal links and possibly rendering for critical templates.

A perfectly reviewed article that is accidentally noindex remains a technical problem.

7. Local-page information gain

For clinic networks, check if local pages have real data: team, schedule, services, access, contact.

Do not consider the name of the city information gain.

8. Journey completeness

Choose routes such as explainer → procedure → preparation → follow-up or location → service → appointment. It measures dead ends and pages without a logical next step.

Not all journeys have to end in a form.

9. Incident recurrence

How many bad claims or stale pages reappear after the fix? A high rate indicates a propagation or ownership problem.

This metric is important in healthcare because the cost of an error can be higher than in generic content.

10. Content maintenance cost

It measures how many pages need to be reviewed when a protocol, procedure or offering changes. An overly fragmented cluster can create a hard-to-maintain fan-out.

Consolidation can be successful even if the total number of pages decreases.

Separate indicator: accessibility health

Although the main list has 10 indicators, accessibility deserves to be shown separately: heading order, link labels, keyboard access and interactive components.

Don't bury it in an SEO score.

Search results

Track indexing, queries, landing pages and clicks separately. An improvement to the editorial dashboard does not guarantee an immediate change in Search.

Keep event log for algorithm, content updates and PR.

AI observations

For a versioned query set, you can track source citations, factual accuracy and brand/location mentions. These are external series.

Do not turn the lack of a citation into a cluster FAIL if the quality gates are clean.

Discipline denominator

Review coverage uses review eligible pages. Local information gain uses local pages. Source coverage uses eligible claims. A single denominator would distort the result.

Severity

P0: materially wrong or stale medical information. P1: missing owner/review for sensitive content, critical crawlability. P2: collision and broken journeys. P3: marginal editorial optimizations.

The dashboard must prioritize severity, not just the number of findings.

Cadence

Weekly: incidents and critical changes. Monthly: freshness, crawlability and local pages. Quarterly: taxonomy, duplicate intent, journeys and maintenance cost.

After major clinical changes, run targeted audit immediately.

Acceptance criteria

The dashboard is actionable if each metric has an owner, denominator, data source, cadence, severity, and associated action. If a number doesn't lead to a decision, remove it.

Separate indicator for medical review

Do not combine editorial freshness with technical SEO in one score. For pages that require medical review, track the clinical owner, the date of the last review and the status of sensitive claims. An article can be perfectly indexable and still medically stale.

Clinical collision indicator

Two pages may describe the same procedure with different limits. This is a more serious finding than simple SEO cannibalization, as the user receives conflicting information.

The dashboard must raise such conflicts separately and request review before traffic optimization.

Pathway completeness indicator

For each service, it verifies that the user can move from definition to eligibility, risk, preparation and scheduling without dead ends. This metric describes the quality of the information architecture, not the ranking.

Stop condition

The dashboard is enough when owners can quickly see clinical conflicts, freshness and pages without a clear path. Do not add indicators that do not change any editorial or medical decision.

Claim ledger

  • FACT/EVIDENCE: Google documents crawlable links, Article markup, JavaScript SEO and spam policies.
  • PRACTITIONER GUIDANCE: healthcare dashboard must separate technical, editorial/clinical, accessibility and external outcomes.
  • INFERENCE: ownership and consolidation can reduce recurrence and maintenance cost.
  • NOT PROVEN: a universal medical topical authority score or a direct relationship to AI citations.

Conclusion

Good healthcare dashboard doesn't say "authority 86". It tells which information is ownerless, which page is stale, where there is duplication and which route is broken. These are issues that can be fixed, rechecked and governed.

Sources reviewed

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