The SERP you planned around no longer exists as one thing
Google Search Console now ships a dedicated generative AI performance report. Per Google's own documentation, it covers exposure of your links in AI Overviews and AI Mode, while Search Labs experiments are excluded, and it breaks the data down by page, country, date, and device. Official primary support.google.com
The measurement rules are equally specific. When a user clicks an external link inside AI Mode, Google counts it as a click; when a user asks a follow-up question inside AI Mode, Google treats it as a new query. Official primary support.google.com That second rule matters strategically: a single buying conversation can generate a chain of queries, and your brand can enter or exit that conversation at any link in the chain.
The report is a Search Console UI surface. As of July 14, 2026, Google's public developer documentation offered no dedicated read API for it — which makes disciplined, repeated observation of these surfaces its own operational job rather than a dashboard checkbox.
Where US demand sits — and why Bing belongs on the map anyway
June 2026 StatCounter share puts Google at 86.67%, Bing at 8.73%, Yahoo Search at 2.55%, and DuckDuckGo at 1.53%. Market data gs.statcounter.com
Read the small bar carefully. Bing's share is a fraction of Google's, but Bing is the platform on this map that ships explicit citation telemetry. In February 2026, Microsoft announced AI Performance in Bing Webmaster Tools as a public preview, covering citation activity across Copilot, Bing's AI-generated summaries, and select partner integrations. Official primary blogs.bing.com Of the two official reporting surfaces on this map, it is the one that provides platform-level evidence of your pages being cited by an AI assistant — regardless of what the share chart says.
What each surface officially reports — in its own units
This is the part a blended score erases. The two US reporting surfaces do not measure the same event, and neither claims to.
Google's report speaks in impressions. It tells you your links were exposed inside AI Overviews and AI Mode, sliced by page, country, date, and device. It does not tell you which prompts triggered the answers, what the answer text said about you, or which exact URLs were cited in what role. Official primary support.google.com
Bing's report speaks in citations. Total Citations, Average Cited Pages per Day, citation trend, sampled grounding query phrases, and per-URL citation counts — reported for your verified site. Microsoft's announcement is also explicit about what the numbers do not mean: citation counts do not indicate position, rank, authority, or the role your page played inside the answer. As of July 14, 2026, this preview is a UI surface with no public read API found. Official primary blogs.bing.com
The decision this map changes — "How visible are we in AI search?" is not one question. It is at least three: are your links being exposed where Google assembles answers, are your pages being cited where Bing grounds Copilot, and what do the answers actually say when a buyer asks about your category? Each question has a different official data source, a different unit, and a different competitive move attached to it. A team that sees the three numbers separately knows which surface to fight for first. A team holding one blended score knows only that something, somewhere, changed.
How the answers get assembled — from Google's own guide
Google's AI features optimization guide, updated July 10, 2026, describes the machinery in plain terms: generative responses are grounded in the Search index using retrieval-augmented generation, and complex questions trigger query fan-out — related sub-queries issued in parallel. Eligibility is stated just as plainly: content must be indexed and eligible for snippets to be a candidate, and no special AI-specific schema markup is required. Official primary developers.google.com
Two consequences follow directly. First, you are no longer competing on a keyword — you are competing across a family of related questions the system generates around a buyer's intent, most of which never appear in your keyword tools. Second, there is no schema shortcut to buy your way into these answers; the platforms select sources from the same index your competitors live in. Which questions your brand wins, loses or is absent from is an empirical fact about your market — and it is measurable.
Measure the map, not a mood
CiteAngle measures US AI search the way this map is drawn: per surface, per question, with each result kept in its own unit. Compass — 20 queries × 7 runs × 9 surfaces, a 1,260-cell measurement grid run in full with every cell status shown — establishes where your brand stands across the surfaces above. Panorama — 50 queries × 7 runs × 14 engines, a 4,900-cell grid, every cell run and its status shown — extends the same evidence discipline across the wider engine set and turns it into a prioritized plan: which questions to take back first, on which surface, with which exact URLs. Official platform reports and repeated screen-level observation appear as separate evidence rails in the deliverable, so every number keeps its source.