Discussion GEO Strategy Executive Buy-In

How do you actually get executives to care about GEO? My boss thinks SEO is enough

FR
FrustratedMarketer_Dave · Senior Marketing Manager
· · 94 upvotes · 10 comments
FD
FrustratedMarketer_Dave
Senior Marketing Manager · December 28, 2025

I’ve been trying to get budget for GEO (Generative Engine Optimization) for 6 months. My CMO’s response every time:

“We’re already doing SEO. Why do we need another thing?”

The frustrating reality:

  • We rank well on Google for most keywords
  • But when I ask ChatGPT or Perplexity about our category, competitors get mentioned, we don’t
  • Leadership doesn’t see this as a problem yet
  • They view AI search as “future” not “now”

What I’ve tried:

  • Showing them our lack of AI visibility
  • Sharing stats about ChatGPT usage growth
  • Pointing out competitors getting mentioned

What I need:

  • How did you get executive buy-in for GEO?
  • What business case actually worked?
  • What metrics convinced them?
  • How did you frame the risk vs opportunity?

There has to be a way to make this resonate with leadership.

10 comments

10 Comments

CS
C_Suite_Translator Expert VP of Digital Marketing · December 28, 2025

I’ve gotten GEO budgets approved at two companies. Here’s what actually works:

Mistake most people make:

They lead with “AI is the future” and technology talk. Executives don’t care. They care about revenue, risk, and competitive advantage.

What worked for me:

1. Lead with competitive intelligence (not AI hype)

“Our competitor [Name] appears in 40% of ChatGPT responses about [our category]. We appear in 0%. Here are screenshots.”

This is concrete, competitive, and creates urgency.

2. Frame it as risk mitigation

“If 20% of our target audience uses AI search next year (conservative), and we’re invisible, that’s $X million in missed pipeline.”

Loss aversion > opportunity excitement for executives.

3. Start small with clear metrics

“I need $X for a 90-day pilot. Success metrics: appear in Y% of AI answers for our category. If we hit that, we expand.”

Low risk, clear accountability, easy decision.

4. Show the attribution path

“We’ll track AI referral traffic specifically with UTM parameters. I can show you exactly what this investment generates.”

Data-driven executives love measurable programs.

What didn’t work:

  • “AI is changing everything” (too vague)
  • “Our competitors are doing it” (need specifics)
  • “We should be early adopters” (risk-averse execs hate this)

Make it about business outcomes, not technology.

FD
FrustratedMarketer_Dave OP · December 28, 2025
Replying to C_Suite_Translator
The competitive intelligence angle is smart. I’ve been focusing too much on opportunity and not enough on what we’re losing. How do you actually measure AI visibility to show them those stats?
CS
C_Suite_Translator Expert · December 28, 2025
Replying to FrustratedMarketer_Dave

For the executive presentation:

Manual testing works. Ask ChatGPT and Perplexity 10-15 questions your customers would ask. Document:

  • Who gets mentioned
  • Who doesn’t (you)
  • Screenshot everything

For ongoing measurement:

Tools like Am I Cited track this systematically. They monitor:

  • Brand mention frequency across AI platforms
  • Share of voice vs competitors
  • Sentiment of mentions
  • Citation sources

The presentation that worked:

I created a simple spreadsheet:

QueryChatGPT mentions us?Competitor ACompetitor B
Best [category]NoYesYes
[Category] comparisonNoYesNo
How to choose [category]NoYesYes

When executives see “No, No, No” for us and “Yes, Yes, Yes” for competitors, it clicks.

The gap becomes undeniable.

GL
GotBudgetApproved_Lisa Director of Digital Marketing · December 27, 2025

I got $150K approved for GEO last quarter. Here’s the exact approach:

Step 1: Quantify the opportunity

I calculated: “If ChatGPT has 400M weekly users, and 3% are in our target market, and 10% are researching our category, that’s 1.2M potential customers asking AI about solutions like ours every week.”

Big numbers get attention.

Step 2: Show competitive gap with specifics

I tested 25 category-relevant queries and documented:

  • Competitor A: mentioned in 60% of responses
  • Competitor B: mentioned in 45%
  • Us: mentioned in 8%

The visual gap was shocking to leadership.

Step 3: Connect to existing priorities

Our company was already focused on “brand authority” as a strategic initiative. I positioned GEO as: “How we extend our brand authority to the places where customers are increasingly discovering solutions.”

Tie new initiatives to existing executive priorities.

Step 4: Propose a phased approach

  • Phase 1 (Q1): Foundation - $40K
  • Phase 2 (Q2): Expansion - $50K
  • Phase 3 (Q3-Q4): Scale - $60K

With clear go/no-go criteria between phases. Low initial commitment with path to scale.

The result:

Got full budget approved. Now 6 months in, we’ve gone from 8% to 35% mention rate.

CW
CFO_Whisperer_Mike · December 27, 2025

I work in finance before marketing. Here’s how CFOs think about new investments:

What CFOs want to see:

  1. Clear ROI model - Not “this might help,” but “if X, then Y revenue”

  2. Downside protection - What’s the worst case? Small pilot = limited downside

  3. Competitive risk - “If competitors capture this and we don’t, here’s the impact”

  4. Measurable milestones - How will you prove this is working?

The magic framing:

“This is a $X investment to determine if a $Y opportunity is real. If the pilot succeeds, we have first-mover advantage. If it fails, we’ve learned cheaply.”

Numbers that resonate:

  • Customer acquisition cost comparison (AI-referred vs other channels)
  • Pipeline attribution (how much revenue touched AI channels)
  • Conversion rate differential (AI visitors typically convert 3-6x better)

What kills proposals:

  • “Everyone is doing it” (so what?)
  • “It’s the future” (how do you know?)
  • “We should experiment” (with my budget?)

Speak their language: risk, return, competitive positioning.

SR
StartupCMO_Rachel · December 27, 2025

At my startup, I got GEO prioritized by making it visceral:

The “board meeting demo” approach:

I asked our CEO to search ChatGPT for “[our category] solutions” during a board meeting. When three competitors were mentioned and we weren’t, the board asked “Why?”

CEO became my champion instantly.

Making it personal:

I asked executives to try asking AI about their own products or our industry. When they saw themselves invisible, the urgency became personal.

The “Vercel moment”:

I shared the stat about Vercel getting 10% of new signups from ChatGPT referrals. That’s real, measurable revenue from AI visibility.

Executives think: “Could that be us?”

What worked at the startup level:

  • Small experiments (minimal budget needed)
  • Fast results (AI visibility can improve in weeks, not months)
  • Clear attribution (tag AI referral traffic separately)

Startups can move faster. Use that advantage.

EJ
EnterpriseGEO_James · December 26, 2025

Enterprise reality: Getting budget is about navigating politics, not just logic.

Find your internal champion:

Someone senior who “gets it” and can advocate in rooms you’re not in. For me, it was a VP who personally uses AI daily.

Build a coalition:

Get product, sales, and customer success aligned. When multiple departments want the same thing, budget magically appears.

Use pilot data from free tools:

Before asking for budget, I used free monitoring to collect 30 days of baseline data. Came to the conversation with evidence, not theory.

The enterprise-specific framing:

“Our competitors are building AI visibility as a moat. If we wait 12-18 months, the cost to catch up will be 3-5x what it costs to start now.”

Enterprise execs fear being leapfrogged by competitors.

Timeline expectations:

Enterprise budget cycles are slow. I started conversations in Q1, got pilot budget in Q3, and full budget for the following year.

Plan accordingly.

RC
ROI_Calculator_Tom · December 26, 2025

Simple ROI framework I use:

The calculation:

  1. Estimate AI search volume for your category (use market data)
  2. Estimate your potential share (based on market position)
  3. Apply conversion rate (AI traffic converts 3-6x better)
  4. Calculate potential revenue
  5. Compare to investment required

Example:

  • 1M monthly AI queries about our category
  • If we capture 10% = 100K exposures
  • 5% click through = 5,000 visitors
  • 3% convert = 150 leads
  • 20% close rate = 30 customers
  • Average deal size $10K = $300K/month potential

Investment: $50K for pilot

Even with conservative assumptions, the math works.

Present ranges, not single numbers:

“Conservative: $X, Moderate: $Y, Optimistic: $Z”

This shows you’ve thought through scenarios and aren’t overselling.

FD
FrustratedMarketer_Dave OP Senior Marketing Manager · December 25, 2025

This thread completely reframed my approach. Key insights:

What I was doing wrong:

  • Leading with AI hype instead of competitive gaps
  • Presenting opportunity instead of risk
  • Asking for big budget instead of small pilot
  • Speaking technology instead of business outcomes

My new pitch:

Opening: Competitive intelligence showing we’re invisible where competitors appear

Middle: Market data on AI search adoption + risk of inaction

Close: Small pilot with clear success metrics and go/no-go criteria

Specific changes:

  1. Testing 20 relevant queries across ChatGPT/Perplexity this week
  2. Documenting competitive gaps with screenshots
  3. Proposing $30K pilot (not $150K program)
  4. Clear success metric: Go from 5% to 25% mention rate in 90 days

Key insight:

Executives don’t buy “AI is the future.” They buy “competitors are winning, and here’s how we catch up.”

Thanks everyone for the reality check on executive psychology!

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Frequently Asked Questions

Why do executives often resist GEO investment?
Executives resist GEO because it’s new and unfamiliar, ROI metrics aren’t as established as traditional SEO, and there’s skepticism about AI search adoption rates. The key is presenting concrete data showing AI search growth, competitor visibility in AI answers, and the risk of being invisible when customers increasingly use AI for discovery.
What's the most effective way to build a GEO business case?
Lead with competitive intelligence showing competitors appearing in AI answers where you’re absent. Add market data on AI search adoption (400M+ weekly ChatGPT users). Include traffic attribution data if available. Frame it as risk mitigation rather than opportunity - what you lose by not acting. Keep the initial ask small with clear success metrics.
How do you measure GEO ROI for executives?
Track brand mentions in AI answers (share of voice), AI-referred traffic using UTM parameters, citation frequency vs competitors, and conversion rates from AI referrals (typically 3-6x higher than organic). Start with baseline metrics before implementation and show month-over-month improvement.

Demonstrate AI Visibility to Executives

Show leadership real data on how your brand appears in AI search results with clear metrics they can understand.

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