Google AI Mode — what it is, how we track it

Google now ships two distinct AI surfaces in Search:

1. AI Overviews — the box that sometimes appears above the organic SERP for certain query types. Google chooses when to render it.
2. AI Mode — a dedicated tab next to "All / Images / Videos / Shopping" on google.com. A chat-style surface that always returns an answer for any query.

We currently track AI Mode (#2) for every Pro and Business scan. AI Overviews (#1) is an open candidate for future tracking but isn't part of the score today — see "What we don't yet measure" below.

Why AI Mode and not AI Overviews

AI Mode is more reliable to measure and far more useful as a buyer signal:

• Always returns an answer. AI Overviews is gated by Google heuristics — the same query may render an Overview today and not tomorrow. AI Mode answers consistently.
• Cleaner citation array. Every AI Mode response ships a structured references[] array with title, source, domain, and target URL. No HTML scraping, no fragile selectors.
• The audience is bigger. Google AI Mode usage in 2026 reached ~1.5B monthly users, well beyond the share of Search queries that trigger an AI Overview.

How a measurement actually runs

For every monitored question that includes Google AI Mode in the engine mix, we send the query to DataForSEO's serp/google/ai_mode/live/advanced endpoint, configured to a US-English locale by default. The response includes:

• The full markdown answer body.
• A references[] array of cited sources (title, domain, URL, source).
• Inline links[] inside content elements (tables, shopping cards, videos).

We persist the prose verbatim into scan_results.raw_response so features like Citation search can find the exact sentences AI used. The citation domain list flows into the Competitor tracking pipeline.

Why DataForSEO instead of scraping

Direct scraping of google.com would require proxy rotation, captcha solving, and constant fingerprint maintenance — fragile and ethically murky. DataForSEO operates a sanctioned data pipeline with stable JSON shapes and a flat per-query cost ($0.0075 per query, absorbed into your subscription — there's no per-call charge on your end).

How AI Mode mentions affect your score

A Google AI Mode answer is treated like any other engine result:

1. The mention parser scans the prose for your domain hostname and brand name.
2. The classifier assigns a quality bucket (mentioned / recommended / top_recommended) based on framing.
3. The result counts toward Google AI Mode's per-engine effective rate.
4. The combined GEO Score weights AI Mode at 0.30 — second only to ChatGPT (0.45) and ahead of Perplexity (0.25).

If Google AI Mode declines to answer (rare — it's a chatbot, it almost always responds), we record a successful empty scan rather than a failure, and the engine drops out of that query's denominator. See GEO Score → engine weights.

What we don't yet measure

• Classic Google AI Overviews (the gated panel above organic results). Different API endpoint, different rendering rules. We may add it as a separate engine signal in a future release.
• Localised AI Mode. Default locale is US/English. Multi-locale support is planned for users with multilingual sites.
• Voice-driven AI search (Google Assistant, mobile voice). Out of scope for now.

Setup notes

Nothing to configure on your side — Google AI Mode is included in the default engine mix on Pro and Business plans. If you don't see Google AI Mode results yet, the most likely reasons are:

1. Your scan ran before AI Mode was enabled on your plan (it shipped on 2026-04-29 — see the changelog).
2. Your tracked queries returned no AI Mode answer (extremely rare).
3. You're on the Free plan, which uses Perplexity only.