<

The CMO Checklist: Evaluating an Agency’s AI, SEO, and GEO Capabilities Before Signing an RFP

July 28, 2026

Modern discovery is changing rapidly. While traditional search engines still handle billions of daily queries, generative engines like ChatGPT, Google AI Overviews, and Perplexity are reshaping how buyers research products and services. Research shows that 73% of marketers now prioritize optimizing content for AI-generated responses, while another study revealed that Generative Engine Optimization (GEO) tactics can boost brand visibility in AI responses by up to 40%.

As a chief marketing officer, issuing a Request for Proposal (RFP) requires asking far deeper questions than simple keyword rankings. Brands need partners capable of integrating traditional Search Engine Optimization (SEO), AI execution, and Generative Engine Optimization (GEO) into a unified narrative engine.

At Bolt PR, integrated teams connect public relations, digital strategy, and AI-ready content architecture to build durable authority. This guide provides a practical checklist for evaluating an agency’s technical, strategic, and creative capabilities before signing a proposal.

Key Takeaways

  • Search has split into two parallel experiences: Traditional organic listings drive immediate traffic, while generative answers build brand consideration before a user ever clicks a link.
  • Earned media powers AI visibility: Research found that 82% of AI citations come from earned media, making PR and digital strategy inseparable.
  • Measurement must evolve: Forward-thinking agencies track reference rates, citation volume, and branded search growth rather than relying solely on position-one rankings.

1. The Technical Architecture: Structured Data and Schema

Generative models rely heavily on clear, structured data to understand entity relationships, brand facts, and product details. Maintaining clear technical site architecture and semantic markup is non-negotiable for inclusion in AI-driven search features.

Questions to ask the agency:

  • How do you audit and implement schema markup across Organization, Product, Article, and FAQ entities?
  • What is your strategy for ensuring web content is easily crawlable and indexable by both standard search bots and LLM scrapers?
  • How do you optimize site architecture to prevent context fragmentation in generative responses?

What to look for: The agency should articulate a clear process for JSON-LD implementation and explain how structured data feeds into both Google Knowledge Graphs and large language models.

2. Information Density: Research, Data, and Unassailable Authority

LLMs prioritize content that features primary research, original statistics, and clear expert commentary. The Princeton study on GEO benchmarks demonstrated that adding verifiable statistics to content is the single most effective tactic for lifting AI citation rates, improving visibility by up to 41%.

Questions to ask the agency:

  • How do you produce original research, proprietary survey data, and expert thought leadership that generative engines cite as primary sources?
  • What is your approach to converting complex technical subjects into clear, structured, plain-language explanations?
  • How do you leverage executive leadership voices to build third-party entity authority on platforms like LinkedIn and top-tier industry trades?

What to look for: Look for case studies where the agency turned internal client data or survey results into earned media placements and authoritative owned assets that compound in value over time.

3. Integrated Public Relations: Earning Third-Party Citations

Owned content is only half of the equation. Because large language models weigh earned media and independent publications heavily when synthesizing answers, PR is now a foundational pillar of modern search visibility.

Questions to ask the agency:

  • How do your PR and SEO teams collaborate to align earned media placements with target keyword and entity strategies?
  • How do you evaluate publication authority beyond basic Domain Rating (DR) metrics?
  • Can you demonstrate how earned media placements directly fueled brand mentions in AI-generated answers?

What to look for: Bolt PR often highlights how strategic media relations and corporate communications feed directly into generative engine awareness. An agency should view PR not just as press releases, but as the primary engine for third-party validation.

4. Measurement Beyond the Click: Tracking Reference Rates

Zero-click search behavior continues to grow. Data indicates that zero-click searches expanded significantly following the launch of Google AI Overviews. Agencies must track brand presence inside the summary itself, rather than depending exclusively on referral traffic.

Questions to ask the agency:

  • Which AI monitoring tools do you use to track brand citations across ChatGPT, Gemini, Perplexity, and Google AI Overviews?
  • How do you report on brand sentiment and accuracy within AI-generated responses?
  • What key performance indicators (KPIs) do you establish to connect generative visibility to commercial revenue?

What to look for: Insist on seeing sample reporting dashboards. Avoid agencies that rely solely on vanity metrics like impressions without demonstrating clear connection to share of voice or conversion value.

5. Ethical AI Integration and Workflow Efficiency

A capable agency uses artificial intelligence to enhance research, audience analysis, and workflow efficiency, without sacrificing creative quality, strategic nuance, or editorial rigor.

Questions to ask the agency:

  • How does your team incorporate AI tools into content workflows while maintaining brand safety and original tone?
  • What human-in-the-loop safeguards do you maintain to prevent factual hallucinations or compliance issues?
  • Do you offer clients full transparency regarding which workflow elements use generative AI?

What to look for: Look for clear governance guidelines and human-led editorial processes that prioritize originality, technical accuracy, and compliance.

Choosing the Right Partner for the Next Era of Search

Evaluating an agency's digital capabilities requires looking past buzzwords to inspect their underlying strategy, technical rigor, and measurement frameworks. The ideal partner understands that search, public relations, and content marketing no longer operate in silos.

By combining senior-led public relations with digital content strategy and analytics, Bolt PR helps brands build authoritative digital footprints that stand out across traditional and AI-driven channels. When your team is ready to evaluate agency capabilities or build a modern discovery strategy, reach out to explore how an integrated program can deliver measurable business growth.

Frequently Asked Questions

What is the difference between SEO and GEO?

Search Engine Optimization (SEO) focuses on improving website visibility in traditional search engine results pages through technical structure, keywords, and backlinks. Generative Engine Optimization (GEO) focuses on structuring brand concepts, data, and earned media so that artificial intelligence models quote, cite, and reference your brand when answering complex conversational queries.

Why is earned media so critical for AI visibility?

Generative AI models are trained to prioritize trustworthy, independent sources when formulating answers. Earned coverage in reputable news outlets, trade journals, and industry publications provides the high-authority third-party validation that LLMs rely on to verify facts.

How quickly can a brand expect results from a GEO initiative?

Initial technical updates, such as implementing structured schema data and optimizing high-intent pages, can influence search indexing within weeks. However, building durable generative visibility through thought leadership, earned media, and original research typically compounds over three to six months.

Should GEO replace traditional SEO in a marketing budget?

No. SEO and GEO should function as a unified practice. Traditional search engines still handle massive daily volume and drive direct conversions, while generative search captures high-intent research queries. A balanced digital strategy optimizes for both audiences simultaneously.