How to Evaluate a GEO Agency for Your CPG Brand

Recent consumer research suggests AI is becoming part of the shopping journey, with one Deloitte-cited survey reporting that 47% of consumers planned to use AI to summarize reviews before making a purchase decision. Buyers and category researchers no longer rely strictly on standard Google searches. Instead, they increasingly turn to AI search tools, answer engines, and generative platforms to compare products, evaluate ingredient lists, check for alternatives, and build brand shortlists.

For CPG marketing leaders and ecommerce teams looking to navigate this shift without falling for industry hype, this article serves as a practical evaluation guide for choosing a Generative Engine Optimization (GEO) partner. The objective is not simply chasing mentions by AI tools but improving visibility in a way that directly supports revenue, product discovery, and buyer decision-making. Since Attention Insight’s audience already prioritizes AI, customer behavior, design performance, and conversion optimization, assessing a GEO agency should be treated as part of your broader AI-driven marketing and visibility strategy. By following this framework, you can identify partners equipped to drive measurable commercial outcomes.

What Does a GEO Agency Actually Do?

A GEO agency helps brands become more visible and accurately represented in AI-generated answers across platforms like ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews.

A strong GEO agency handles core functions beyond traditional search:

1. AI visibility audits
2. Prompt and query research
3. Content optimization for AI retrieval
4. Entity and brand authority building
5. Structured content improvements
6. Technical accessibility
7. Third-party mentions and citations
8. Reporting across AI search surfaces

This discipline requires far more than publishing generic blog posts or blindly chasing citations. It demands structuring information precisely so AI models understand and proactively recommend your brand.

Why CPG Brands Need a Different GEO Evaluation Process

CPG brands face distinct AI search challenges because consumer product queries are highly nuanced. When users research physical items, they ask complex questions involving product comparisons, specific ingredients, dietary benefits, practical use cases, sustainability claims, retailer availability, user reviews, and direct alternatives.

To capture these queries, a CPG GEO strategy must account for how buyers describe the product category and what exact problems customers are trying to solve. The strategy must navigate which product claims can and cannot be made, while optimizing for retailer visibility, product education content, third-party trust signals, and direct recommendation queries.

Because AI models prefer consensus over marketing claims, product pages alone are usually not enough. AI engines frequently bypass brand sites, pulling instead from educational content, review pages, listicles, comparison articles, and third-party mentions when generating answers. Your evaluation process must ensure the agency understands how to build this full ecosystem.

Look for Founder-Led or Senior-Led Strategy

GEO is an emerging discipline, which means CPG brands must care deeply about who is actually leading the strategy. Founder-led or senior-led agencies are often better positioned to make critical judgment calls. Effective GEO requires far more than basic task execution—it requires a nuanced understanding of AI search behavior, brand positioning, revenue goals, content quality, authority signals, and buyer psychology.

Actively avoid agencies that rely on junior account manager handoffs once the contract is signed. Be highly skeptical of large pod models where no single person owns the full strategy, middlemen who sell the work but do not guide execution, and agencies where senior people only appear on the sales call.

To evaluate who actually handles the execution, always ask these practical questions:

1. Who will own the strategy?
2. Who reviews the work before it goes live?
3. Will senior strategists be involved after onboarding?
4. Who connects GEO activity to revenue goals?

Prioritize Revenue-Focused GEO, Not Vanity Visibility

While AI citations and overall AI visibility certainly matter, they should never be treated as the final goal. Generative search traffic may carry strong commercial intent, and some analyses suggest AI-referred visitors can convert at higher rates than traditional organic search, though performance varies by industry and measurement method. Therefore, a strong GEO agency should immediately ask about your core business metrics, including revenue targets, product margins, best-selling SKUs, retail and DTC sales channels, subscription or repeat-purchase models, customer acquisition costs, conversion paths, and overall brand or category positioning.

Agencies that talk solely about keyword rankings, total citations, or generic AI visibility scores will likely miss the bigger business objective. Tracking absolute citation counts becomes a vanity metric if that presence doesn’t drive commercial outcomes. For CPG brands, the better GEO partner is usually the one that explicitly connects AI search visibility to product discovery, deep consideration, and quantifiable revenue growth rather than empty impressions.

Avoid Cookie-Cutter GEO Deliverables

CPG brands must be cautious of agencies selling fixed, commoditized deliverables without first understanding the brand’s unique context. Clear examples of cookie-cutter deliverables to avoid include generic monthly blog calendars, vague “ChatGPT optimization” packages, utilizing the exact same AI visibility audit for every single client, promising fixed article counts with no category strategy, and providing automated reports that do not connect to commercial outcomes.

Instead, a custom GEO strategy should be built exclusively around the brand’s real market, not a generic AI search checklist. That means the agency must consider your specific product category, actual buyer questions, ingredient or material profiles, and explicit product claims. It must also account for regulatory compliance limitations, retail channels, competitor positioning, common customer objections, existing content assets, and external third-party authority signals. The main takeaway: a GEO strategy should be built around the brand’s real market.

Choose Niche Attention Over Niche Specialization

CPG brands often over-index on whether an agency only works with CPG companies. While explicit specialization can help, it is not enough by itself to guarantee success. The better qualifying question is whether the agency will take the time to deeply understand your specific niche.

A strong agency will prioritize learning your exact category language, core customer pain points, practical product use cases, and specific ingredient or material considerations. They must also analyze buyer objections, complex retailer dynamics, competitor claims, overarching review themes, purchase triggers, and your detailed brand positioning.

Ultimately, a competent, senior-led agency that applies rigorous, deep niche attention will consistently outperform a narrow specialist relying on templated playbooks. Choosing a partner is about finding the right balance: while prior CPG specialization is useful, concentrated effort, customized strategy, and analytical depth will always matter more for long-term AI visibility.

Ask How They Measure Metrics That Hit Your P&L

Reporting rigor is one of the clearest ways to separate serious GEO agencies from surface-level providers. A strong agency should report on metrics that directly impact your P&L, such as:

• AI visibility for priority prompts
• Brand inclusion in AI-generated answers
• Product or category share of voice
• AI-influenced referral traffic
• Organic visibility tied to buyer-intent content
• Assisted conversions
• Revenue stemming from organic and AI-influenced journeys
• Content performance by product or category
• Third-party citation growth
• Changes in visibility across ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews

Be warned that vanity metrics alone are not enough. While citation counts, raw impressions, legacy keyword rankings, and top-level AI visibility scores can be useful for diagnostics, they are incomplete in isolation. Every technical metric should connect back to business outcomes wherever possible.

Questions to Ask Before Hiring a GEO Agency

Use this direct evaluation checklist before hiring a GEO agency:

1. Who will lead the GEO strategy?
2. What would the first 90 days look like?
3. How do you research AI search behavior in our category?
4. How do you decide which prompts or queries matter most?
5. How do you customize the strategy for our product line?
6. What work happens beyond blog content?
7. How do you build third-party trust signals?
8. How do you measure revenue impact?
9. What platforms do you monitor?
10. What claims will you not make because they cannot be guaranteed?
11. How often will reporting connect GEO work to business outcomes?

Use a Shortlist Only After You Know What Criteria Matter

Once your team knows what separates a serious GEO partner from a repackaged SEO vendor, you can compare agencies with a clearer lens. Instead of starting with a generic agency list, review options against the criteria above: senior-led strategy, revenue accountability, custom execution, category research depth, and P&L-focused reporting. For a curated shortlist of agencies that fit these criteria, see 95 Projects vetted list of GEO agencies for CPG brands.

Red Flags CPG Brands Should Avoid

GEO is still evolving, so serious agencies should always be transparent about what they can influence, what they can measure, and what cannot be guaranteed. Watch out for these clear warning signs:

1. Guaranteed ChatGPT citations
2. Promises of instant AI search visibility
3. Repackaged SEO services with GEO language added
4. Junior-led execution after a senior sales call
5. Generic content calendars
6. No technical or authority-building plan
7. No understanding of product claims or compliance boundaries
8. Reporting only on rankings, mentions, or citation counts
9. No discussion of revenue, conversion paths, or product priorities
10. No explanation of how strategy changes by category

Next Step

CPG brands should begin by thoroughly auditing how their brand appears in AI-generated answers today. Then, you should list the specific prompts buyers may ask before purchasing, identify glaring gaps in your content and semantic authority signals, and compare potential GEO agencies based on senior ownership, custom strategy, revenue focus, niche attention, and P&L-focused reporting.

Ultimately, the best GEO agency is not necessarily the one making the loudest AI search claims. It is the one that can understand your brand deeply, build a strategy around real buyer behavior, and explicitly connect your generative AI visibility to commercial outcomes.