MODULE 01 / PROSPECTING

Prospecting

Open conversations with data, not pitches.

Find the clients most likely to care, show them where they are missing from AI answers, and write outreach that earns a reply. You will also learn how to bring GEO to the clients you already have.

01.01Lesson

Who to sell GEO to

Sell GEO first to businesses where buyers research before they buy, where competitors are easy to name and where a single new customer is worth real money. SaaS, e-commerce, travel, professional services and competitive local businesses fit well. Start with clients you already serve, then add prospects that score well on the checklist below.

What makes a good GEO prospect

A good prospect has most of these traits:

Research-led buying. Buyers compare options before they decide, so they ask assistants for recommendations.
Named competitors. There is a clear set of alternatives, which makes comparison questions natural.
Meaningful customer value. One extra customer pays for a meaningful part of the service.
Existing marketing activity. They already invest in content, SEO or paid media, so they understand the channel logic.
A decision-maker you can reach. A marketing lead, founder or head of growth who can approve a new service.
Curiosity about AI. They have mentioned AI search, asked about ChatGPT, or publish about AI.

Verticals to start with

These categories tend to generate recommendation-style questions:

B2B software and SaaS: "best tool for..." and "alternatives to..." questions are common.
E-commerce and direct-to-consumer brands: product recommendations and comparisons.
Travel, hospitality and experiences: "where to stay", "what to do" questions.
Professional services: agencies, consultancies, law, accounting, financial planning.
Local businesses with competition: clinics, restaurants, trades, education.
Education and training providers: course and program comparisons.

Be careful with regulated categories such as health and finance. Assistants may handle these differently, and your client's compliance rules apply to any content you create.

Who to avoid at first

Skip or deprioritize prospects that show these signs:

No competitors and no comparison behavior in their market.
Very small budget with no growth plans.
A strong preference for guaranteed outcomes (see "What you can promise a client").
A website that blocks all crawlers by policy and will not change it.
A company that sells AI visibility tools itself, since they are a competitor.

A simple scoring checklist

Give each prospect one point per "yes". Contact those with four or more first.

Do buyers compare options before buying?
Can you name at least three direct competitors?
Does one new customer represent meaningful revenue?
Do they already invest in content, SEO or paid media?
Can you reach a decision-maker?
Have they shown interest in AI search?

Adjust the threshold to your capacity. The point is to focus on prospects most likely to buy and renew.

Where to find prospects

Start close to home.

Your current clients. The easiest first sale. See "Upselling existing SEO clients".
Past clients and warm contacts. People who already trust you.
Industry directories and review sites. Lists of software or service providers in a category give you named companies in competitive markets.
LinkedIn searches. Filter by industry, company size and role.
Local listings. For local businesses, map and directory listings show who competes in an area.
Events and communities. Where your target vertical gathers.

FAQ

Should I target large brands or small businesses first?+

Start with mid-sized businesses and agencies' existing clients. They can decide faster than large brands and can pay for a monthly service more reliably than very small businesses.

Do I need to specialize in one vertical?+

It helps. A focus on one vertical lets you reuse prompts, benchmarks and examples, and makes your outreach more specific. You can start with one and expand.

How many prospects should I contact each week?+

Choose a number you can follow up properly. A short, well-researched list with real audit data usually works better than a long list with generic messages.

What if a prospect is not on the major assistants at all?+

That can be the strongest opening. It shows a visibility gap you can measure and a clear starting point for a plan.

Check a prospect before you contact them

Run a free AI audit on a prospect's website and see whether the opportunity is real. Free analysis for one week. No credit card required.

Run a free AI audit

01.02Lesson

The free AI visibility audit

A free AI visibility audit is a lightweight report that shows a prospect how their brand appears in AI answers and where it is missing. It turns a generic pitch into a conversation about their own data. Run it before you reach out, pick two or three findings, and send a short message that points to them.

Why lead with an audit

Most outreach says "AI search is important." Prospects have heard it. An audit says something specific: "When someone asks an assistant about your category, here is what it says, and here is where you are not in it."

That makes the first message relevant, shows you have done the work and gives the prospect something to react to. It also lets you qualify before you invest time.

How it works in CiteMind

CiteMind includes free prospecting for SEO, GEO and freelance agencies with an active subscription, at no extra cost. The workflow is:

Search for a company or domain and add it as a prospect.
Review the lightweight AI visibility report CiteMind generates.
Use the opportunity indicator to decide who to contact first.
Send the report to the prospect from your own white-label setup.

If you are not a subscriber yet, you can run a free one-week analysis with no credit card to see how the audit looks.

What to look for in the report

Do not send everything. Look for the findings that make the strongest conversation:

Absence. Questions where the prospect is not mentioned but competitors are.
Competitor strength. Which competitors appear most often.
Sentiment gaps. Topics where the assistant describes the brand in a weak or negative way, such as pricing, support or reliability.
Wrong or missing facts. Outdated or incorrect information about the brand.
Sources. Which sites assistants rely on for this category, and whether the prospect appears there.

Choose two or three findings

A long list overwhelms. Pick the findings that are:

Easy to understand without explanation.
Relevant to revenue, such as high-intent comparison questions.
Fixable, so you can describe a next step.

Write each finding in one sentence: what the assistant says, what is missing and why it matters.

Mistakes to avoid

Sending a long report with no message. Always add a short note that points to the findings.
Claiming results you cannot deliver. Describe the gap and the plan, not an outcome.
Criticizing the prospect's current provider.
Using one finding from a single answer as proof. Answers vary, so describe patterns and invite a fuller baseline.
Sending reports in bulk. Prioritize prospects with a strong opportunity and a real reason to talk.

Run and send the audit

1Add the prospect's domain in CiteMind and let the report generate.
2Review the results and note two or three findings that match the criteria above.
3Write a short cover message (template below) that names the findings.
4Send the report with the message. Keep the message under 90 words.
5Follow up once after three to five business days with a new angle (see "Email and LinkedIn templates").
6If they reply, offer a short call to walk through the report and propose a baseline for their full set of questions.

Templates

Cover message with the report

Subject: {{company}} in AI answers: a quick look

Hi {{first_name}},

I checked how assistants answer questions about {{category}}. When asked {{example_question}}, {{finding_one}}. On {{second_topic}}, {{finding_two}}.

I put the details in a short report for {{company}}. If it is useful, I can walk you through it in 15 minutes.

{{sender_name}}
{{agency_name}}

FAQ

Is the prospecting report really free?+

For agencies with an active CiteMind subscription, free prospecting is included at no extra cost. New users can try a free one-week analysis with no credit card.

How detailed should the audit be?+

Light enough to read in a few minutes. The aim is to start a conversation. The full baseline across a complete question set comes after the prospect becomes a client or a paid pilot.

Should I send the audit before or after a first call?+

Before, when it is a cold or warm introduction, since it gives the prospect a reason to reply. After, when a prospect is already engaged and you want to deepen the conversation.

Can I put my own branding on it?+

CiteMind is built for white-label delivery, so you can present reports and dashboards under your agency's brand.

Turn the first insight into the next client conversation

Add a prospect, review the report and send it under your own brand. Free analysis for one week. No credit card required.

Run a free AI audit

01.03Lesson

Email and LinkedIn templates

Good GEO outreach is short, specific to the prospect and based on something you checked. Keep first messages under 90 words, mention one real finding, ask one question and never promise results. Use the templates below as a starting point and replace every placeholder with real details before you send.

Rules for every message

Under 90 words for a first message.
One finding, specific to the prospect, from your audit.
One question or one request. Not three.
Plain language. Skip jargon and hype.
No promises about rankings, mentions or revenue.
Identify yourself and make it easy to opt out.
Check local rules. Business-to-business outreach is regulated differently by country. Review the requirements that apply to you and to the recipient. This lesson is not legal advice.

Subject lines that work

Use plain, specific subject lines. Examples to adapt:

{{company}} in ChatGPT and Gemini answers
A quick look at how AI describes {{company}}
{{company}} vs {{competitor}} in AI recommendations
Question about {{company}}'s AI visibility

Avoid clickbait, capital letters and urgency.

Handling replies

Keep answers short and move toward a call or a baseline.

Positive ("Send it over"). Send the report with your cover message and propose two time slots to discuss it.

"How much does it cost?" Say it depends on the number of questions and assistants tracked, and offer to scope it on a short call.

"We already do SEO." Agree, and explain that you are looking at a different layer: how assistants describe the brand. Offer the report as a complement.

"Not now." Ask when to follow up and note the date.

"Remove me." Confirm quickly, remove the contact from your list and do not contact them again.

A simple cadence

Day 0: first email with one finding.
Day 3 to 5: LinkedIn connection note, if you have the profile.
Day 5 to 7: follow-up email with a new finding.
Day 12 to 14: closing note.

Stop at the first reply. Send no more than four emails to a prospect who has not replied.

Templates

First email, finding-led

Subject: {{company}} in AI answers

Hi {{first_name}},

I asked a few assistants {{example_question}}. {{competitor}} came up, and {{company}} did not.

I put together a short report with what I found. Would it be useful if I sent it over?

{{sender_name}}
{{agency_name}}

First email, SEO client angle

Subject: Beyond rankings: how AI describes {{company}}

Hi {{first_name}},

Your organic results are in good shape. I also looked at how assistants answer questions in your category, and there is a gap on {{topic}}.

I can share a short report and a suggested plan for the next quarter. Want me to send it before our next review?

{{sender_name}}

Follow-up, new angle

Subject: Re: {{company}} in AI answers

Hi {{first_name}},

One more detail from the report: when asked about {{second_topic}}, assistants describe {{company}} as {{description}}. That is a quick area to improve.

Happy to share it in 15 minutes if the timing works.

{{sender_name}}

Closing note

Subject: Closing the loop

Hi {{first_name}},

I will stop here so I do not clutter your inbox. If AI visibility becomes a priority, I can send the report whenever it is useful.

Thanks for your time,
{{sender_name}}

LinkedIn connection note (under 200 characters)

Hi {{first_name}}, I follow how {{industry}} brands show up in AI answers and found {{company}}'s work interesting. Happy to connect.

LinkedIn message after they accept

Thanks for connecting, {{first_name}}. I checked how assistants answer {{example_question}}, and {{finding_one}}. I can send a short report with the details if useful.

FAQ

Should I attach the report to the first email?+

Offering to send it usually gets a better reply than attaching it, because it starts a conversation. When you do send it, include a cover message that names the findings.

Is it fine to use templates?+

Yes, if every message contains a real, checked finding about the prospect. A template with no specific detail reads as spam.

What if I have no finding to mention?+

Run the audit first. If nothing stands out, the prospect may not be a good fit yet, so move to the next one.

Can I automate outreach?+

You can automate preparation, such as research and drafts. Keep a person in charge of what is sent, and follow the rules that apply to your recipients.

Find the finding before you write the message

Run a free AI audit on your next prospect and use the result in your first email.

Run a free AI audit

01.04Lesson

Upselling existing SEO clients

Your existing SEO clients are the easiest first GEO sale because they already trust you and you already know their business. Run a baseline on their brand, bring two findings to your next review, and offer a short pilot or an add-on. Frame it as an extension of the work you do, not a change of subject.

Why existing clients first

Trust is in place. You do not need to explain who you are.
You know the business. You can pick relevant questions and competitors quickly.
Data is available. You have traffic, content and technical context to link to what assistants say.
The risk is on your side. If you do not raise AI visibility, someone else may.

When to raise it

Choose a natural moment:

A monthly or quarterly review. Add a short AI visibility slide to the agenda.
A traffic plateau or decline. AI answers may be part of the explanation.
A client question. If a client mentions ChatGPT or AI search, respond with data instead of opinions.
A new product or market launch. A good moment to set a baseline.
Renewal planning. Position GEO as part of next year's scope.

What to bring to the meeting

Prepare a one-page snapshot:

A baseline for the client across the main assistants.
Two or three findings, such as questions where competitors appear and the client does not.
One or two sentiment or accuracy issues, if any.
A short list of proposed actions, ranked by impact and effort.
Your recommended next step: a pilot or an add-on.

How to structure the offer

Pilot. A fixed period, such as three months, with a defined set of questions, assistants and deliverables. It lowers the client's risk and gives you a clean review point.

Add-on to the SEO retainer. A monthly line item for monitoring, reporting and a set number of actions.

Project. A one-time baseline and action plan, with a choice to continue as a retainer.

Whichever you choose, define scope, cadence and reporting, and include the expectations sentence from "What you can promise a client."

Pricing depends on your costs and your market. CiteMind pricing is usage-based, so you can estimate your tooling cost per client from the number of questions and assistants you track, and set your price above it.

Objections you may hear

"Isn't this part of SEO?" Related, but it needs new measurement and new work on sources and descriptions. Offer it as a defined add-on so the scope is clear.
"Is this real yet?" Show the baseline. Seeing their own brand in assistant answers is more persuasive than any argument.
"I do not have budget." Suggest a smaller pilot, or reallocate part of the existing scope.
"Can you guarantee results?" Explain what you can promise (see "What you can promise a client").

Templates

Short script to raise it

Before we close, one thing I have been looking at. Your buyers are starting to ask AI assistants for recommendations, so I checked how assistants answer questions in your category. Here is what I found: {{finding_one}}, and {{finding_two}}. This is separate from your search rankings, and it is something we can measure and improve. I would suggest a three-month pilot so we can set a baseline, work on the top actions and see the trend. Does that make sense to explore?

FAQ

Will GEO cannibalize my SEO retainer?+

It usually supports it. The same content and technical work helps both, and GEO adds new reporting and actions. Keep the scope of each clear in your proposal.

How many questions should a pilot track?+

Enough to cover the main categories of buyer questions, but small enough to review. A focused set is easier to explain and cheaper to run, and you can expand it later.

What if the baseline looks good?+

Then position the service as protection and monitoring: tracking changes, defending against competitors and improving sentiment on weaker topics.

Should I tell clients I use a tool?+

You can present the work under your own brand. With CiteMind you can run a white-label setup on your own domain, so clients stay in your ecosystem.

Build the baseline for your next client review

Run a free AI audit on a current client and bring two findings to your next meeting.

Run a free AI audit

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