Free 3-Minute Assessment for Marketing Leaders

Your buyers are searching on ChatGPT.
Is your marketing team AI-ready?

Benchmark your team on the 5-stage AI Adoption Maturity Model for SEO & GEO — and get your next three moves.

Take the Assessment →
2 quizzes · 18 questions · instant results.
Trusted by B2B tech marketing teams at
FortinetSplashtop8x8ITT DigitalConnect Tech+Talent
★★★★½ 4.5 on Google ★★★★★ 4.9 on Clutch 🛡 ISO/IEC 27001 certified 📘 50+ enterprise CMOs interviewed for our AI SEO Playbook
5 stagesAware → Transformative
2 axesadoption breadth × business impact
Stage 2where most teams stall
Top-rightwhere AI citations are won
The Model

From Manual SEO to AI-Native: The Five Stages

Two axes — adoption breadth × business impact — separate teams that dabble from teams that dominate AI search. Five stages trace the path to the top-right.

The AI Search Maturity Matrix™
ADOPTION BREADTH → share of people, workflows & SOPs using AI (SEO + GEO) BUSINESS IMPACT → efficiency → client outcomes → new revenue (GEO) POCKETS OF EXCELLENCE a few experts drive big wins — impact is real but doesn't scale AI-NATIVE LEADERS AI embedded team-wide with compounding impact on delivery, clients & new services EXPLORERS scattered individual experiments, no policy, little measurable impact TASK AUTOMATORS many use AI for discrete tasks — shallow, unmeasured gains 1Aware 2Assisted 3Integrated 4Optimized 5Transformative ← most teams today
1 · AwareIndividuals experiment; no policy, no plan.
2 · AssistedAI for discrete tasks; inconsistent, unmeasured.
3 · IntegratedAI in SOPs; GEO an active practice with QA.
4 · OptimizedAgents automate delivery; AI tied to margin.
5 · TransformativeAI-native ops; GEO a flagship service.
What You Get

3 Minutes to Map Your Team's AI Maturity

Two short quizzes. Instant results — no report to wait for.

🧭

Your stage on the Matrix

Which of the 5 stages you're in — and which quadrant you occupy.

📏

Your measurement grade

How well you measure AI's impact — from adoption to GEO visibility.

🎯

Your next 3 moves

Stage-specific actions — from prompt libraries to AI share-of-voice dashboards.

The Assessment

Where Does Your Team Sit on the AI Search Maturity Matrix?

18 questions across tools, skills, process, GEO and measurement. Answer honestly — the score is only useful if it's true.

Start the assessment

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Quiz 1 · Your Maturity Stage
Quiz 2 · Measurement Effectiveness

Your next 3 moves

    Measurement Effectiveness Grade

    Metrics to add next

      📩 A copy of both results is on its way to .

      See how we help teams level up →
      Teams We've Moved Up the Matrix
      3x organic keywords · 20x traffic growth
      Fortinet — Cybersecurity
      Top-of-funnel content strategy, now extended to LLM visibility & GEO.
      Top 3 ranking for the most contested business keyword
      Splashtop — Remote Access
      AI-first SEO execution in a category dominated by incumbents.
      30% more prospects into the lead funnel
      Connect Tech+Talent — IT Staffing
      Search-led demand gen tied to pipeline, not just rankings.

      Your Score Told You the Stage.
      We'll Get You to AI-Native.

      LeadWalnut runs the playbooks behind these results — AI-first SOPs, GEO tracking, and AI share-of-voice dashboards. Bring your quiz results to a free 30-minute working session.

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      ★ 4.5 on Google · ★ 4.9 on Clutch · ISO/IEC 27001 certified