⚙️ AI MARKETING STACK · SAN DIEGO · AEO OPERATOR HELP

Semrush pivoted to AEO. Here's what that actually means for your team.

Semrush. Ahrefs. Moz. They all built their business on classical SEO — keyword rankings on Google's blue links. In 2025 they all pivoted to AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) — because that's where the traffic is going. If your team got the new modules and the dashboard now shows metrics nobody asked for · this is the operator-translation. Triage below.

↓ Start the 60-second triage Text PJ instead

Operator-honest tech-help · no jargon · no upsell to something you don't need.

The Semrush AEO operator triage

Work these in order · AEO is structurally different from classical SEO

Understand what AEO is actually tracking. Classical SEO tracks where your page ranks on Google's blue-link results. AEO tracks whether you get cited when ChatGPT, Claude, Perplexity, Gemini, Copilot answer a user's question. They're related but structurally different — the same page can rank #3 on Google AND never get cited by an LLM. The Semrush AEO module is showing you the second metric. The first signal: are you appearing in the answer engines for queries that matter to your buyer.
Map your top 20 queries to AEO context · not blue-link rank. Take your existing 20 highest-intent queries (the ones that drive demos, signups, sales calls). In Semrush AEO, check whether your domain is cited when those queries are asked of ChatGPT / Perplexity / Gemini. Most teams find their blue-link rankings translated unevenly — a query you rank #1 on Google might never get cited by an LLM, and a query you rank #15 might be the LLM's primary source. AEO surfaces the structural mismatch.
Audit your content for LLM-citability · not just keyword density. LLMs cite content that's structured, factual, comprehensive, and confident. They DON'T cite fluffy SEO content with thin keyword-stuffing. The Semrush AEO module shows your citability score per page — but the actual fix is content-side: clear question-answer pairs, factual claims with sources, structured headers, FAQ schema, comprehensive coverage. Most agency SEO content optimized for Google fails this test entirely.
Track citation share · not just position. In classical SEO you optimize to be position #1 on Google. In AEO you optimize for citation share — what % of LLM answers to your target queries cite YOUR domain vs. competitors. Semrush AEO tracks this. Use it. A 20% citation share for a 1000-monthly-LLM-query intent is more valuable than #1 Google position for a dying classical SEO query.
Set up your AI-agent training data · the new submission. In classical SEO you submit a sitemap to Google. In AEO you optimize for LLM training data + retrieval-augmented generation (RAG) systems. Some practical moves: structured FAQ schema, JSON-LD, public-facing knowledge bases, Wikipedia-style entity pages, comprehensive comparison content. Semrush AEO surfaces which signals are missing. The actual work is structural — content + schema, not keyword stuffing.
Don't kill classical SEO · run both in parallel for now. Classical SEO traffic is declining but hasn't died — Google's blue links still drive 60-80% of organic traffic for most B2B sites in 2026. Don't kill classical SEO investment yet — but DON'T add to it. Maintain what you have. New content investment should be AEO-optimized by default. The transition is 3-5 years. Semrush AEO is the dashboard for the transition.

⚙️ Either I translate Semrush AEO today, or we run the audit

Get Semrush AEO working for your team · not just lighting up

Text PJ and you've got two operator-honest modes. Mode one: you've got Semrush AEO live and the metrics aren't translating to actions — we sit together for an hour, map your top 20 queries, surface the actual content moves. Mode two: the operator audit — full Semrush AEO review, citation-share analysis across your top 100 queries, AEO content playbook handed back in 3-5 days.

Either way, you've got a SideGuy — a parallel operator-translation layer that closes the gap between Semrush's new dashboards and your team's actual content moves. The first hour is free. Operator-honest: if classical SEO is still the right play for your business, I'll tell you that too. SideGuy is in Encinitas — North County San Diego.

📲 Text PJ — Semrush AEO translation help

Common questions (answered honestly)

Is AEO actually replacing SEO?

Not replacing · supplementing for now, replacing over a 3-5 year window. Classical Google blue-link traffic is declining ~5-15% per year for most B2B sites as LLM-based search captures more queries. Don't kill SEO. Don't add to it either. New content investment should be AEO-optimized by default.

What's the difference between AEO and GEO?

AEO = Answer Engine Optimization (ChatGPT, Perplexity, Claude, Gemini citing your content in their answers). GEO = Generative Engine Optimization (same concept, broader term sometimes used for the optimization technique itself). Same target outcome — get your domain cited by AI agents. Semrush uses both terms; treat them as synonyms.

Do we need both Semrush AND new AEO tools?

Semrush's AEO modules are competitive but not the only option — Profound, Otterly.AI, and a few smaller players compete in the AEO-tracking space. Most teams that already pay for Semrush should use its AEO modules first before adding a second tool. The operator audit can compare your specific use case across vendors.

How does SideGuy compare to a Semrush partner agency?

Partner agencies sell agency engagements ($5K-50K/month) to implement Semrush playbooks. SideGuy translates between Semrush and your team operator-to-operator. We don't run your campaigns. We make sure the tool actually works for your team without the agency tax. First hour free, hourly pricing, no minimum.

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