AEO-GEO

AI Search Strategy: What Should CEOs Fund Today Vs. Next Year

Written by Vajra SEO | Sep 10, 2025 5:54:59 AM

TL;DR

Focus funding on a dual-track approach: immediate 90-day priorities (schema sprint, answer-first rewrites, frugal digital PR) and 12-month bets (data assets, selective agent pilots). Success should be measured with a hybrid scorecard that combines presence in AI search with traditional SEO (Search Engine Optimisation) metrics. Google recommends publishing original, useful content and ensuring structured markup aligns with visible facts.

AI is shifting how decisions are made online, with early discovery increasingly happening inside AI-driven search layers. This means your brand needs both credibility and authority to be cited before the click, and quality to capture value after it. For executives, the challenge is not whether to invest but how to sequence funding in the short and long term. A balanced scorecard that tracks visibility in AI results alongside traditional performance indicators offers the clarity leadership teams need. The real question: what do you fund now, and what can wait until next year?

Why Do Leaders Need Sequencing and a Scoreboard?

C-Suite executives face a budget trade-off between quick wins and long-term bets. Without sequencing, investments risk being scattered and under-leveraged. Equally important is a scoreboard that moves beyond clicks and ranks to show whether the organisation is visible, cited, and trusted in AI-driven results.

What Should Be Funded In 90 Days Vs. The Next 12 Months?

In the next 90 days:

  • Schema sprint on top priority pages such as Organisation, Services, FAQ, and HowTo. Test and validate markup to align with Google’s standards.
  • Deploy answer-first templates on the top 10–15 URLs so that copy is structured around direct responses, supported by aligned markup.
  • Execute frugal digital PR by engaging weekly on Qwoted and targeting one guest column per month to build authority.

Over the next 12 months:

  • Publish a quarterly AI Search Pulse based on original data assets to create reference hooks.
  • Expand stakeholder kits and test agent pilots in suitable workflows (e.g., scheduling or reservations).
  • Measure performance with a hybrid scorecard that includes classic SEO KPIs (rankings, impressions, traffic) and new presence indicators such as Model Share-of-Voice (AI mentions), Answer Citation Rate, and Entity Coverage.

How Can Organisations Put This Into Action?

1. Assign clear ownership. Allocate responsibility for each chosen layer - schema, PR, content, and data. Review both presence in AI-driven results and pipeline health in monthly meetings to keep progress transparent.

2. Use visibility controls wisely. Apply Google’s preview tools such as nosnippet and data-nosnippet to influence how content appears in AI formats. Ensure that structured data always matches what is visible on-page to maintain compliance.

3. Maintain a refresh cycle. Update schema and content quarterly to stay aligned with search engine changes. Keep digital PR consistent, even if modest, to reinforce authority signals steadily over time.

Show & Tell: Why the Hybrid Scorecard Matters

A traditional SEO report might tell you rankings improved, but it will not reveal whether your brand was cited in AI answers. The hybrid scorecard bridges this gap by combining classic SEO metrics with newer measures of AI presence. For example, alongside impressions and clicks, it shows whether your organisation is mentioned in model-generated answers or appears in structured citations. This “dual lens” reassures leadership that spending today can build both authority and discoverability for tomorrow.

Takeaway

Executives no longer have the luxury of “waiting to see” with AI-driven search. A 90-day action sprint paired with 12-month bets ensures budgets are allocated efficiently and strategically. By combining structured data, consistent PR, and targeted data assets, leaders can secure authority in the short term while preparing for the agent-driven search models that lie ahead. The hybrid scorecard is not just a reporting tool, it is the budget compass leaders need.

Micro-Glossary

  • Hybrid scorecard: A reporting model that merges classic SEO KPIs (rankings, traffic) with AI-era metrics (mentions in model answers, entity consistency).
  • Preview/visibility controls: Settings such as nosnippet and max-snippet that let publishers influence how content appears in AI-powered search.
  • Agentic flows: Search experiences that not only provide information but also help complete tasks, such as booking or scheduling.