Dental SEO is the most expensive vertical click in AiBoost’s 30-vertical August 2026 scan: up to £86.44, with 1,250 monthly UK searches across four phrasings, all LOW competition.
Measured UK CPCs run from £3.82 on plumber keywords to £86.44 on dental SEO. We compute what £500, £1,500 and £5,000 a month buy at real CPCs and how to read agency fee structures.
UK law firms run about 1,240 searches a month for SEO services across six phrasings, and advertisers pay £26.91 a click for the lead term. We break down what the demand data says about winning legal clients.
Citation volatility measures how much an AI answer’s cited set churns week to week. Borrowed from finance, it tells you whether a query rewards continuous investment or a durable asset.
The UK AI SEO market sorts into five vendor archetypes, each with a strength and a blind spot. A vendor-agnostic buyer’s map, with the axes and proof questions to place any firm.
AI engines weight schema types differently, and markup Google dropped for rich results still earns AI citations. A per-engine schema priority matrix for 2026.
Founder content out-reaches the company page about 7 to 1 and converts far better. Here is the cadence, placement and format that also turn it into an AI citation asset.
Getting an LLM to adopt a new category term runs through two pathways at different speeds. A grounded, evidence-based playbook for AI start-ups, with a 60-day measurement method.
AI engines disagree with each other and with themselves. A cross-engine consistency audit scores three dimensions across 50 UK queries to separate durable positions from noise.
ChatGPT and Perplexity share only about 11% of cited domains. Three levers, retrieval, recency and source-type, explain why the same UK query returns different sources.
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