State of AEO — Professional services, Q2 2026

Professional services categories — law, accounting, consulting, healthcare practices — behave differently in AI answers than SaaS categories. Buyers are often looking for a specific local or specialty fit, and the trust signals that matter are different. Here's what we saw across 12,000 scans over Q1.

Why services answers look different

In SaaS, naming three products is a reasonable AI response. In services, naming three specific law firms or accounting practices is harder — the buyer's context (city, specialty, firm size) matters enormously. AI tends to hedge and often names associations, industry publications, or general guidance instead of specific firms.

That's both a challenge and an opportunity. The bar for showing up with a specific name is higher. But once you clear it, you're often one of very few names on the shortlist.

What's citing services brands

• Industry association directories (ABA, AICPA, equivalents in other regions).
• Specialty publications and niche rankings — "best family law firms in Austin," "top boutique M&A advisors."
• Podcasts and video interviews with named partners or principals.
• Individual-expert profiles on platforms like LinkedIn, with demonstrable specialty and case work.
• Firm-published long-form content with author byline and named credentials.

What doesn't work in services

• Anonymous "team writes" blog posts with no author attribution.
• Locationless content that tries to serve every geography at once.
• Stock-photo-heavy PR-voiced content with no specific case details or results.
• SEO-chasing content on overly broad topics ("what is contract law").

Firms that are winning

Three pattern-matches we see across the winning firms:

1. They have a real content cadence — weekly, monthly, or quarterly — with named author bylines and clear specialty attribution.
2. They show up on specialty podcasts and industry media with specific, case-level commentary.
3. They keep their association listings, bar directories, and niche-publication profiles fully up to date — most firms let these decay.

What to do if you run marketing at a services firm

• Pick your top 5 specialty + location combinations. Build a real content system for each.
• Make every senior practitioner identifiable by name, specialty, and published work.
• Invest in one or two serious podcasts/pubs per quarter. Co-signs matter more in services than in SaaS.
• Claim and update every directory and association listing. They're boring and they move the needle.