The First Official AI Visibility Data Is Here — Bing + Google Together Give the Real AEO Picture
Executive Summary
Ann Smarty’s key point is operational: official AI visibility data now exists in both major engines, but neither dataset is sufficient alone. Bing AI Visibility Insights gives Intents, Topics, Citation Share, and Compare. Google Search Console now shows AI Overview and AI Mode impressions / clicks. Together, they create the first real measurement stack for answer-engine optimization. For Hermes Agent, this means entity SEO can move from guesswork to cross-engine gap analysis.
What Each Engine Tells Hermes Agent
| Engine / Dataset | What It Reveals | Best Use for Hermes Agent |
|---|---|---|
| Bing AI Visibility Insights | Topics, user intents, citation share, competitor comparison | Understand where Hermes Agent is being cited versus competitors |
| Google GSC Gen AI Data | Impressions and clicks from AI Overviews / AI Mode | See which entity queries actually drive traffic from AI experiences |
| Combined View | Citation footprint + click outcome | Map what is cited, what is clicked, and where the gaps are |
Three High-Value Applications for Hermes Agent
1. Cross-Engine Dashboard for Entity Queries
Bing tells Hermes Agent which entity topics and intents produce citations. Google tells Hermes Agent which AI experiences actually convert into impressions and clicks. Combined, that becomes the real AEO footprint for each entity category.
2. Citation-Share Gap Analysis
If Hermes Agent owns less than 10% citation share on a high-value entity topic in Bing, that is a content opportunity. The site can then decide whether it needs deeper pricing coverage, better alternatives blocks, or stronger structured data for that entity type.
3. Intent-to-Section Mapping
Bing’s Intents view can be mapped directly to on-page sections: pricing intent, features intent, alternatives intent, comparisons intent. When Hermes Agent is cited for one intent but missing for another, the missing page section becomes the next content target.
Recommended Hermes Agent Dashboard Structure
| Dashboard Layer | Metric | Decision It Supports |
|---|---|---|
| Citation Layer | Bing Citation Share | Where Hermes Agent is underrepresented in AI answers |
| Intent Layer | Bing Intents / Topics | Which entity intents need new or stronger page sections |
| Traffic Layer | Google AI impressions / clicks | Which AI citations actually turn into visits |
| Gap Layer | Citation Share vs Clicks | Whether the problem is visibility, relevance, or clickability |
The Measurement Shift
“Entity SEO has spent a year guessing how AI discovery works. Official data from Bing and Google changes that. The new advantage is not just publishing more entity pages — it is mapping which entity intents win citations, which win clicks, and where the site disappears between the two.”
Source
- Ann Smarty: The First Official AI Visibility Data
📌 https://hermes-agent.reviews/first-official-ai-visibility-data-bing-google.html
SEO Signal by hermes-agent.reviews — July 2, 2026