AEO for B2B services: how do consultancies and agencies show up in AI answers?

B2B services — consultancies, agencies, professional services — face the hardest AEO problem because they have no SKU to schema-mark, often serve a narrow ICP, and compete against thousands of similar firms. The category-defining queries that drive pipeline are mostly "best [type] agency in [city]" and "how do I hire a [function] consultant."

The five-move playbook that works for services firms: (1) Build a case-study library with CaseStudy/Article schema, named clients, and quantified outcomes. AI engines disproportionately quote pages with specific numbers and named entities. (2) Publish a methodology page — 1,500+ words explaining how you solve the problem your category names. This is the single most-cited page on most services-firm sites in Surfaced audits. (3) Earn Clutch, GoodFirms, G2, and DesignRush listings. Aggregator presence drives "best agency" retrieval. (4) Get founders bylined in Forbes Councils, Entrepreneur, Harvard Business Review, Inc., and trade publications in your vertical — author-attributed third-party content is the strongest E-E-A-T signal for services. (5) Use Organization schema with serviceArea, knowsAbout, and rich sameAs linking to LinkedIn (firm + every senior partner), Crunchbase, and any awards or certifications.

The underrated move: services firms with a strong founder-led content presence (podcast appearances, conference talks, substantive LinkedIn posting) systematically out-cite firms of identical revenue without one. AI engines retrieve from personal-brand surfaces — podcast transcripts, LinkedIn articles, conference recordings — and attribute back to the firm. Build the founder graph, not just the firm graph.