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// AI Search Intelligence

Search
intelligence
for the
AI era.

The way search works is changing faster than most businesses can track.
Search Labs builds tools and advisory services to help you understand AI. We track what is changing so that you can stay ahead of it.

// What we do

Two ways
we work with you

Search Labs operates across two tracks:
direct advisory work with businesses navigating AI-era search,
and a suite of intelligence tools built on the
same deterministic-first methodology.

Available now

Advisory and Consultancy

AI search readiness assessments, technical SEO for modern search platforms,
and strategic guidance for businesses navigating AI-driven discovery.
We work across Shopify, Magento, WordPress, and custom or headless architectures.

Talk to us →
In development

Search Intelligence Tools

our interconnected tools for metadata intelligence, topical analysis,
site performance, and agile delivery. Built to work together and designed
to replace manual SEO workflows with structured, repeatable processes.

Join the waitlist →

// AI Search Pipeline

The Google AI Pipeline,
Tracked and Explained

We track every feature from experiment to global rollout. Each entry covers how it works, where it sits in the pipeline, and what it means for publishers, brands, and content teams.

View the full hub →

Graduated / Global

AI Overviews

Google's generative answer layer. Live in 120+ countries. Responsible for a 61% drop in traditional organic CTR across informational queries.

Graduated / Expanding

AI Mode

Conversational search powered by Gemini. 1B+ monthly users. A 93% zero-click environment that rewards being cited, not ranked.

Active / Global English

Preferred Sources

User-controlled domain prioritisation surfaced in AI Overviews with a visual badge. Operates entirely outside standard ranking algorithms.

Active Experiment

Deep Research

Agentic multi-step research that browses hundreds of sources asynchronously.
Signals the long-term direction of where search is heading.

Either cited
or you
don't exist.

37%
Start discovery in AI tools.
85%
return to google to verify
3x
longer sessions in ai mode
17%
yoy google search revenue growth
// LATEST INTELLIGENCE
Futuristic AI and data visualization in a high-tech server room.
INTELLIGENCE BRIEFING

Search Labs AI Intelligence Briefing: Agentic AI, the Grok 4.5 Price War, and the Trust Battleground
Anthropic's Fable 5 and Mythos 5 came back online 1 July after a 19-day government-ordered suspension, the same week the FTC opened comment on a policy that could treat undisclosed AI output-steering as consumer deception. In between, OpenAI shipped GPT-5.6 in three tiers, xAI completed its rebrand to SpaceXAI and launched Grok 4.5 at aggressive pricing, and Google rolled out its next Nano Banana image models. Meta's Muse Image launched and partially rolled back within three days after opting users into likeness-generation by default. The pattern across every lab this fortnight: agentic capability and pricing are moving fast, and trust and disclosure are the actual bottleneck, not the technology.
July 15, 2026
Dark industrial corridor with green-lit console and cables on the floor.
INTELLIGENCE BRIEFING

Search Labs AI Intelligence Briefing – June 25 to July 2, 2026
Google's June 2026 spam update (June 24-26) applied global pressure to content networks targeting AI search surfaces, though Google has not confirmed specific targets - the connection to its May 15 AI-manipulation policy remains industry inference, not confirmed fact. Simultaneously, Google launched its first dedicated AI impression reports inside Search Console, UK-first, with a publisher opt-out toggle now active from June 17. Critical gap: impressions only, no click data yet. A Munich Regional Court preliminary ruling (May 28) established Google as directly liable for false AI Overview claims, the first ruling of its kind. And SE Ranking's 2026 referral study puts AI search at 0.32% of total web traffic - 134 times smaller than organic. Visibility in AI search matters. It is not yet replacing organic.
July 15, 2026
INTELLIGENCE BRIEFING

Search Labs AI Intelligence Briefing – Revised 01/07/2026
Google's June 2026 spam update (June 24-26) marks the first active enforcement of its May 15 AI-manipulation policy, targeting GEO tactics designed to game AI Overviews and AI Mode citations. Simultaneously, Google expanded its Search Console Generative AI performance reports beyond the UK, giving practitioners their first native AI impression measurement tool - with no clicks or CTR data yet. CTR studies from Ahrefs, Seer Interactive, and BrightEdge confirm that cited brands earn 120% more organic clicks per impression than uncited brands, making AI citation the primary optimisation target for 2026.
July 14, 2026

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Get early
Access

Our tools are in active development. We publish analysis of AI search changes as they happen. Register and we will notify you when tools launch and when significant changes happen in the AI search landscape.

Early Tool Launch Notifications - Prism, Stratum, Slice, Ballast.
AI Search Pipeline Analysis and Updates.
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