SEO / AEO GAP-REPORTING BRIEF
Intent, Citation Share, and Comparison Gaps in Hermes AI Visibility
A recurring dashboard framework for finding Hermes evaluation-content gaps by intent, cited page, alternative coverage, comparison presence, and missing benchmark evidence.
Signal interpretation
The linked guidance favors an intent-level view of AI visibility: identify which evaluation intents are mentioned, which URLs are cited, where alternatives and comparisons appear, and where benchmark evidence is absent. This makes page refresh priorities evidence-led rather than driven by aggregate AI impressions alone.
Scope note: This page translates a linked industry signal into a review-publishing workflow. It does not claim that any reporting practice guarantees rankings, AI citations, traffic, or enquiries.
Implementation matrix
| Component | Evaluation question | Evidence-led response |
|---|---|---|
| Intent coverage | Which Hermes evaluation intents receive evidence-backed coverage? | Flag unmet intents and distinguish a missing page from a thin or outdated answer. |
| Citation share | Which specific URLs appear in observed AI answers? | Track cited pages by intent and date, then inspect whether their evidence is still current. |
| Alternative coverage | Where do competing products or operating models appear? | Ensure comparisons explain criteria and trade-offs instead of hiding relevant alternatives. |
| Benchmark evidence | Does the page support a performance or reliability claim with method details? | Prioritize pages that make comparative claims without reproducible scope or source context. |
| Refresh priority | Which gap has the clearest reader impact and evidence path? | Refresh the page with the material gap, then annotate the change and remeasure. |
Review checklist
- Maintain one dashboard row per intent, observed source URL, date, comparison presence, and evidence status.
- Prioritize missing benchmark methods, stale issue status, and unsupported comparison claims ahead of cosmetic edits.
- Keep alternatives and comparison context visible where users are deciding between operating models.
- Record material refreshes so a later change in visibility can be interpreted responsibly.
Source evidence
Angelfish Marketing · AI SEO trends update
Read the linked material in its original context. Search features and measurement practices evolve, so this page should change only when a material source or implementation change affects its claims.