When a client asks "why aren't we showing up in ChatGPT?", the correct response is not "we'll look into it." The correct response is a 5-minute live diagnostic, a clear explanation of how AI search recommendations work, and a proposal for a new paid engagement. ChatGPT processes over 84 million shopping queries per week from U.S. consumers alone, and AI referral traffic converts at 15.9% versus 1.8% for Google organic. Your client is asking about a real revenue channel, and the agency that answers with confidence wins the work. This article gives you the exact diagnostic, talking points, and proposal framework to handle the conversation and close a new retainer.
The question will come. If it has not already, it will soon. Google AI Mode surpassed 1 billion monthly active users as of May 2026, and AI search queries are growing faster than any other search category. Agencies that prepare a response now will turn an awkward moment into their most profitable service line.
The 5-Minute Diagnostic: What to Check Before You Respond
Before responding to the client, run a quick audit that takes less than five minutes. Open ChatGPT (or any AI search engine the client asks about) and search the client's five most important buying queries. Document what comes back.
How to run the diagnostic
Step 1: List the client's five highest-value queries. These are the questions their buyers would type into ChatGPT when looking for the client's type of product or service. Examples: "best CRM for real estate agents," "top wedding photographers in Austin," "which accounting software is best for freelancers."
Step 2: Type each query into ChatGPT. Copy the full response. Note three things for each query:
- Does the client's brand appear anywhere in the response?
- Which competitors are named and in what position?
- What sources does ChatGPT cite (look for links at the bottom of the response)?
Step 3: Repeat on Perplexity and Gemini if you have time. Different AI search engines give different answers. Our research found that AI search engines disagree on the top recommendation in 50% of queries. A brand recommended by ChatGPT may be invisible on Perplexity, and vice versa.
Step 4: Compile the results into a simple table: query, whether the client appears, which competitors appear, and which sources are cited. This becomes the opening slide of your client conversation.
What the results typically show
In most cases, the diagnostic reveals one of three scenarios:
Scenario A: Client is invisible, competitors appear. This is the most common result and the easiest sale. The client can see, in plain text, that buyers are being sent to competitors. The emotional impact of reading "the best options are [Competitor A], [Competitor B], and [Competitor C]" without seeing their own name is immediate.
Scenario B: Client appears, but not in the top position. The client shows up but is mentioned third or fourth, often with lukewarm language. This is still a problem: position matters in AI search just as it does in traditional search. The first-named brand gets the strongest implied endorsement.
Scenario C: Nobody in the client's space appears. No brand in the client's category is being recommended. This is a first-mover pitch: the first brand to build AI search presence in an unclaimed category will become the default recommendation.
What to Say to the Client: Talking Points That Work
The client conversation needs to accomplish three things: validate the concern, explain the mechanism simply, and present the revenue opportunity. Here are the talking points.
Validate the concern
Do not dismiss the question or treat it as a distraction. The client noticed something real. Start by confirming that:
"You're right to ask about this. ChatGPT and other AI search engines like Perplexity and Gemini are now recommending specific brands when people search for products and services. It's a new channel, and whether your brand shows up in those recommendations matters."
Explain how AI search works (in 30 seconds)
The client does not need a technical briefing. They need a mental model. Here is the simplest accurate explanation:
"When someone asks ChatGPT a question like 'best [your category] in [location],' ChatGPT searches Google and other sources behind the scenes, reads what it finds about different brands, and writes a response recommending specific companies. It pulls from review sites, Reddit discussions, comparison articles, and brand websites. If your brand has strong presence across those sources, you show up. If you don't, a competitor does."
Do not say: "It uses retrieval-augmented generation with query fan-out across multiple search endpoints." The client does not care about the architecture. They care about the outcome.
Present the diagnostic results
Share what you found in the 5-minute audit. Be direct:
"I ran your top five buying queries through ChatGPT this morning. Here's what came back. [Show the table.] In three of five queries, [Competitor A] was recommended first. Your brand appeared in one query but in the third position. In the fifth query, no one in your space was mentioned at all."
Let the results speak. The client will feel the urgency without you manufacturing it.
Frame it as a revenue opportunity, not a crisis
The instinct for many agencies is to create fear. Resist that. Frame the conversation around the upside:
"The good news is that this channel is still early. Most of your competitors haven't optimized for it either. The brands showing up right now are there by accident, because they happen to have review coverage or a blog post that ChatGPT picked up. A deliberate strategy would put you ahead of all of them. AI search referrals convert at 15.9% versus 1.8% for Google organic. Even a small number of these referrals is high-value traffic."
Name the service
The client will ask what the solution is called. Give them the term:
"The discipline is called AEO, which stands for Answer Engine Optimization. Some people call it GEO or AIO. It's the practice of getting your brand recommended by AI search engines. It's related to SEO, but it's not the same thing. It requires different monitoring, different content strategy, and different channels."
For a step-by-step guide on how to get your brand recommended by ChatGPT, you can share the linked resource with your client. But in the conversation, keep it simple.
The Proposal: How to Structure the Engagement
Once the client is interested, you need a proposal that converts. The key is specificity: tell them exactly what you will do, what it costs, and how they will see results.
Proposal structure
Section 1: Current State. Present the diagnostic results. Show the specific queries where the client is invisible and competitors appear. Include screenshots of AI search responses.
Section 2: Why This Is Happening. Explain that AI search engines build recommendations from third-party sources (review sites, Reddit, editorial content, YouTube), not just the client's website. Our research found that 85% of AI citations come from third-party sites, which means the client's website alone is not enough regardless of how well it ranks on Google.
Section 3: What We Will Do. Detail the monthly deliverables:
- Monitor the client's top 20 to 50 buying queries across 3 to 5 AI search engines
- Create 8 to 20 optimized articles per month targeting queries where the client is invisible
- Build presence on relevant review platforms and directories
- Contribute to Reddit discussions in the client's category (where applicable)
- Run monthly verification checks to confirm the client is appearing in AI responses
- Deliver monthly reports showing visibility changes across each AI search engine
Section 4: Pricing. As of June 2026, AEO retainers range from $1,500 to $3,000/mo for SMBs to $8,000 to $15,000/mo for enterprise accounts. For agencies using the Loudmink AEO platform ($99 to $599/mo per client), platform costs represent a small fraction of the retainer, leaving strong margins. For detailed pricing guidance, see how agencies can sell AEO to clients. The Loudmink agency partner program provides white-label platform delivery that supports these retainer levels.
Section 5: Timeline. Set expectations clearly. Initial visibility improvements typically appear within 2 to 4 weeks for content-driven changes. Full coverage across multiple AI search engines takes 60 to 90 days. This is an ongoing service, not a project, because AI search results change frequently and presence requires continuous content creation and monitoring.
Why This Is a Bigger Opportunity Than the Client Realizes
The client asked about ChatGPT specifically, but the opportunity extends across the entire AI search landscape. There are five major AI search engines recommending brands today: ChatGPT, Perplexity, Gemini, Claude, and Grok. Each one behaves differently, cites different sources, and recommends different brands for the same query.
Each AI search engine has different source preferences
ChatGPT links to brand websites in 24% of its citations. Grok cites Reddit 13x more than Claude, Perplexity, and Gemini combined. YouTube is the top cited third-party source for Perplexity, Gemini, and Grok. A client who is visible on ChatGPT might be invisible on every other AI search engine because the sources that ChatGPT favors are different from what the others pull from.
This is why multi-engine monitoring matters and why a single ChatGPT check is not sufficient. Agencies that can show visibility across all five major AI search engines have a much stronger value proposition than those who only check one.
The content freshness factor
AI search engines heavily favor content published within the last 30 days and almost never cite content older than 12 months through real-time web retrieval. This means the client's two-year-old blog posts and static website pages are unlikely to be cited, even if they rank well on Google.
Fresh content is a retrieval signal, not a tiebreaker. Agencies that commit to ongoing content creation (not a one-time audit and fix) will deliver better results and retain clients longer. Every month the client pauses content creation, their AI search presence decays.
What to do: Build the monthly content cadence into the proposal from the start. A minimum of 8 articles per month is a reasonable baseline for maintaining AI search presence. Scale up to 20 to 40 articles per month for competitive categories or enterprise clients.
The third-party source requirement
The client's question was about ChatGPT, but the real problem is usually that the client's brand is underrepresented on the sources AI search engines actually cite. Review sites, Reddit threads, comparison articles on third-party domains, and YouTube videos carry far more weight than the client's own website.
For a detailed breakdown of why this happens and what to do about it, see how to show up in AI search results.
What to do: Include a third-party presence audit in every AEO engagement. Check the client's profiles on G2, Capterra, Yelp, or whichever review platforms are relevant to their vertical. Search Reddit for discussions in their category. Identify which YouTube videos are cited for their key queries. Build a plan to fill the gaps.
Handling Common Client Objections
After presenting the diagnostic and proposal, clients typically push back on a few predictable points. Here is how to handle each one.
"Isn't this just SEO?"
"AEO and SEO are related but not the same. SEO gets your pages ranked on Google. AEO ensures that when AI search engines read those pages (and everything else written about you online), they recommend your brand. You can rank #1 on Google for your main keyword and still be invisible to ChatGPT because the AI searched for different variations of the query. AEO covers that gap."
"Can't our SEO person handle it?"
"Your SEO person optimizes for the queries customers type into Google. AI search engines generate their own queries behind the scenes, and those hidden queries are what determine who gets recommended. Your SEO person does not have visibility into those queries. Also, 85% of AI citations come from third-party sources like Reddit and YouTube, not your website. SEO skills help, but they do not cover the full picture."
"How do we know it works?"
"We verify results directly. After we publish content, we recheck the AI search engines to confirm your brand is now appearing in responses. You will see before-and-after comparisons each month showing which queries you've gained visibility on and how your position has changed. This is not faith-based marketing. It's measurable."
"Is AI search big enough to matter?"
"ChatGPT alone processes over 84 million shopping queries per week from U.S. consumers. Google AI Mode has over 1 billion monthly active users. The channel is still growing, which is precisely why the opportunity is now. The brands that establish AI search presence first become the default recommendations. Waiting means competing against incumbents later."
"Can we just do this once and be done?"
"AI search results change frequently. Our data shows only 38% of citations persist from one week to the next. If you stop creating content and monitoring, competitors who continue will take your place. This is an ongoing service, same as SEO or any advertising. You can pause and resume, but while you are paused, competitors fill the gap."
The Script: Putting It All Together
Here is how the full client conversation flows from question to proposal.
Client: "Why aren't we showing up in ChatGPT?"
You: "Great question. I actually checked this morning. I ran your five main buying queries through ChatGPT, and here's what I found." [Share diagnostic results.] "In three of five queries, [Competitor A] was recommended first. You showed up once, in third position."
Client: "How do we fix this?"
You: "There's a discipline called AEO, Answer Engine Optimization. It's the practice of getting your brand recommended by AI search engines. We'd monitor your key queries across ChatGPT and other AI search engines, identify where you're missing, and create content specifically designed to get you into those answers. Then we verify that it worked."
Client: "How much does it cost?"
You: "A typical engagement runs $[X] to $[Y] per month depending on scope. That covers monitoring, content creation, and monthly verification and reporting. I can put together a specific proposal based on your category and the gaps we found today."
Client: "Let me think about it."
You: "Of course. One thing to keep in mind: AI search results are built on cumulative presence. The brands showing up now are building an advantage that compounds over time. The longer you wait, the more ground you have to make up. I'll send over the proposal with the diagnostic attached so you have the data."
Frequently Asked Questions
What should I say when a client asks why they're not in ChatGPT?
Start by validating the concern. AI search is a real and growing channel. Then run a quick diagnostic: search the client's top five buying queries in ChatGPT and show them who appears. Explain that AI search engines build recommendations from review sites, Reddit, editorial content, and brand websites, and that optimizing for AI search (called AEO) is a different discipline from SEO. Present it as a revenue opportunity, not a crisis.
How long does it take to show up in ChatGPT after starting AEO?
Initial visibility improvements from content-driven changes typically appear within 2 to 4 weeks. Full coverage across multiple AI search engines takes 60 to 90 days. AI search engines favor content published within the last 30 days, so fresh, ongoing content creation is what drives and maintains presence.
Can I offer AEO services without technical expertise?
Yes. AEO delivery relies on content strategy, writing, and client management, skills agencies already have. The technical components (multi-engine monitoring, source analysis, post-publication verification) are handled by AEO platforms. What you need is an understanding of how AI search engines retrieve and recommend brands, plus a platform to handle the monitoring and verification.
How much should an agency charge for AEO?
As of June 2026, AEO retainers range from $1,500 to $3,000/mo for SMB clients (single-engine monitoring, 5 to 10 articles per month) to $8,000 to $15,000+/mo for enterprise accounts (multi-engine monitoring, 20 to 40 articles per month, Reddit and YouTube execution). With AEO platform costs starting at $99/mo per client, agency margins typically exceed 80% before account management time.
Is ChatGPT the only AI search engine that matters?
No. There are five major AI search engines recommending brands: ChatGPT, Perplexity, Gemini, Claude, and Grok. They disagree on the top recommendation in 50% of queries and each one cites different sources. A brand visible on ChatGPT may be invisible on the others. Multi-engine monitoring is necessary for comprehensive AI search coverage.