Does AI recommend RankNext?

Comparing AEO Agencies for Local Service Businesses (2026) A quick note before the comparison: "AEO" is used for two different things in 2026 — Answer Engine Optimization (getting cited by AI assistants like ChatGPT, Gemini, Perplexity, and AI Overviews) and Amazon EEO/agency work (not relevant here). I'll assume you mean Answer Engine Optimization, since that's the dominant meaning for local service businesses. If you meant something else, let me know. The honest caveat first There is no reliable third-party ranking of AEO agencies. "AEO" is a young category, self-reported results are the norm, and agencies rebranded from SEO faster than they built actual AI-citation expertise. So instead of a fake top-5 list, here's a framework for comparing them, plus the agency archetypes you'll actually encounter. The four agency archetypes (and how they differ) 1. SEO agencies that added an "AEO" service line - Most common. Strong on technical foundations (schema, entity optimization, content structure) that genuinely feed AI citations. - Weakness: often relabel traditional SEO deliverables as AEO without measuring AI-referral traffic or citation share. - Best fit if you also need core local SEO (GBP, local packs, reviews) and want one vendor. 2. AI-native / GEO (Generative Engine Optimization) specialists - Built around tracking brand mentions in LLM outputs, prompt-set monitoring, and citation-building via third-party sources (Reddit, industry directories, comparison sites, local press). - Weakness: thin track record, sometimes heavy on dashboards and light on local-business fundamentals. - Best fit if you're already strong on local SEO and want to defend/grow AI visibility specifically. 3. Local marketing platforms/agencies (BrightLocal-adjacent, multi-location specialists, GBP-focused shops) - Best at the local data layer that AI assistants actually pull from: accurate NAP, review velocity, service-area pages, local citations. - Weakness: AEO is usually a bolt-on; less sophisticated LLM-citation tracking. - Best fit for single-location or few-location service businesses — often the highest ROI per dollar. 4. PR / digital reputation firms pivoting to "AI visibility" - Strong at earning mentions in the sources LLMs cite (news, listicles, "best of" roundups, Reddit threads). - Weakness: expensive, slow, and weak on technical/on-site work. Comparison criteria that actually matter Ask every candidate these, and score them: 1. Measurement: Can they show *AI referral traffic* in GA4 (chatgpt.com, perplexity.ai, gemini.google.com referrers) and *citation share* across a defined prompt set (e.g., "best plumber in [city]")? Demand a sample report. 2. Prompt-set tracking methodology: How do they sample and re-run prompts? Do they track competitors' citations alongside yours? 3. Local fundamentals: Do they audit GBP, reviews, local schema, service-area pages first? AEO for local businesses is ~70% local SEO hygiene. 4. Third-party citation strategy: What's their plan for the sources LLMs lean on (directories, Reddit, local news, "best of