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Trusted by Top B2B Businesses

Clutch: Top SEM Company in Rhode Island, 2026. Logo features a dark blue stripe with
Clutch: Top SEM Company in Rhode Island, 2026. Logo features a dark blue stripe with

  

ChatGPT Ads Agency
for B2B Growth

Your buyers are asking ChatGPT. Give them a way to find you. We help B2B companies advertise in relevant buyer conversations, turn interest into qualified leads, and build a clearer growth story. Test paid visibility while strengthening the authority that supports long-term AI search discovery.

Service Inquiry

✓  Free Consultation

✓  No Long-term Contracts

✓  Results in 90 Days

Why Advertise on ChatGPT?
Reach Buyers While They Decide.
 

When your CEO asks, “Why aren’t we showing up in ChatGPT?”, bring a plan. Test paid placements in relevant conversations while SEO and AI search optimization build the authority that supports earned mentions and citations.


4.4× the conversion value. Semrush’s 2025 AI-search study reported that AI-search visitors were 4.4 times as valuable as traditional organic visitors, measured by conversion rate. That is a reason to explore AI discovery—not a forecast of paid-ad results.

ChatGPT Ads Agency

A Clear Plan to Advertise on ChatGPT
Senior Strategy. Focused Tests. Useful Learning.

We lead the thinking as well as the campaigns. Every test starts with a buyer problem and ends with a decision: improve the offer, refine the audience, scale what works, or stop what does not.

01

1. Diagnose the Growth Opportunity
  • Review your buyers, offer, competitive position and existing AI visibility
  • Check advertiser eligibility, account access and conversion readiness
  • Map buyer questions to campaign themes and useful landing pages
  • Agree on budget, lead-quality definitions and a focused test plan
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02

2. Launch a Focused Paid Test
  • Build campaign structure, context hints and relevant ad messaging
  • Set up approved campaigns and test focused creative variations
  • Review landing pages, tracking and the handoff to sales
  • Launch when account access, policy review and inventory allow
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03

3. Turn Learning into the Next Move
  • Separate paid campaign results from organic AI referrals
  • Review spend, conversions and sales acceptance—not clicks alone
  • Connect analytics and CRM feedback where available
  • Explain what happened, what we learned and the next investment

You Deserve a Team of

Seasoned Experts

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Real Client Results

See how the Strategy Kiln process creates real impact

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Early B2B fintech pilot · approximately 10 days
4 Marketing-Qualified Leads. 1 Sales-Accepted Lead.
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In an early B2B fintech pilot, our team recorded four marketing-qualified leads (MQLs) and one sales-accepted lead (SAL) in the first week and a half. This was a small initial test, not an established performance benchmark. The lesson: test a relevant offer, check lead quality with sales, and use the evidence to decide the next investment. Results vary by offer, budget, eligibility and sales process.
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Strategy Kiln team observation · initial pilot
Strategy Kiln
Strategy Kiln team observation · initial pilot
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$40K Deal Closed Within Months Through Paid Search

Driving Fast Wins and Long-Term Growth for Skaled with Strategic Marketing Leadership

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“As a fractional marketing leader, Adam came in and quickly identified challenges and opportunities for Skaled. He took over paid search and delivered a lead that closed for $40k within just a couple months. He led the concepting for a new product launch and helped position, name, and develop sales collateral to drive it. He’s currently helping our core business using the Storybrand framework to ensure we continue to be the most customer focused brand in our space. I highly recommend Adam and Strategy Kiln.”

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Jake Dunlap

CEO, Skaled

We hired Strategy Kiln for fractional marketing leadership. They quickly identified challenges and opportunities for us, took over paid search and delivered $40k of leads within just a couple months. I highly recommend Strategy Kiln.
Author
Jake Dunlap
CEO - Skaled
Working with Adam had a transformative impact on our SEM and conversion optimization efforts at Zoovu. He brought a strategic, data-driven approach that not only improved our lead quality but also established a predictable, scalable pipeline of prospects. His ability to develop high-level strategy and lead the team in execution delivered measurable growth. Adam has been great in terms of communication and keeping the team focused on high-priority initiatives. He is a true partner in driving growth, and I highly recommend him to any company looking to scale efficiently and effectively.
Author
Chad Troutman
Vice President of Growth Marketing
I worked with Adam since starting Overwatch Precision in 2016, and he helped me drive millions in sales. I'm ex-veteran and police officer who wanted to start a business, and Adam shared a lot of secrets for how to start out and drive growth. One standout area he drove was Instagram strategy. The results were awesome, helping me acquire thousands of followers in a short period of time with high engagement rates and a great looking feed. He also helped a ton with product development, making my product line become a hit, driving growth and customer loyalty. I highly recommend Adam to anyone looking to position their business and get new customers
Author
Jeremy Cimino
Co-Founder · Overwatch Precision
Strategy Kiln took full control of our SEO strategy and had extraordinary results. It was a fine balance of taking the work out of our hands completely and going super deep into our understanding of what was happening so we could actually grow and implement changes ourselves as a result.

Adam and José helped us uncover trapped value, identify missed intent themes, and translate it all into testable next steps for our team.We’re already seeing real movement with several of our priority keywords jumping from not ranking at all to page 3 and page 2, with clear momentum toward page 1.

The early signal is strong, and we’re now partnering with Strategy Kiln to build a fully integrated SEO + SEM ecosystem so paid and organic reinforce each other instead of working in silos.
Author
Jonathan Keim
Author of Power Values | CDO @ Tony Robbins & Cloe Madanes Official Coach Training
“The biggest value for me was leaving the project with clarity on how to get things executed.”
Read the verified Clutch review ↗
Author
Verena Golway
Head of B2B Marketing · Brook Health

Choose Your Growth Path

From DIY frameworks to full-service execution

ChatGPT Ads Strategy Session
Free introductory call
Find out whether ChatGPT advertising fits your buyers, offer and growth goals.
  • Discuss your growth goals and current acquisition channels
  • Review the offer and likely buyer use cases
  • Identify eligibility and measurement questions
  • Recommend whether a deeper audit or paid pilot makes sense

MOST POPULAR

ChatGPT Ads Pilot Program
Starts at $1,500/month
A focused ChatGPT advertising pilot with senior strategy and campaign management. Media spend is separate.
  • Buyer-intent research and a focused campaign plan
  • Account readiness, campaign setup and ad copy
  • Creative direction and landing-page recommendations
  • Tracking review and agreed conversion measures
  • Ongoing optimization and monthly performance review
  • Clear recommendations to improve, scale or pause
AI Discovery Growth Program
Custom scope
Connect paid ChatGPT visibility with SEO, AEO/GEO and conversion improvement in one coordinated growth plan.
  • ChatGPT Ads strategy and campaign management
  • Organic AI visibility and citation opportunity analysis
  • SEO/AEO content and internal-linking priorities
  • Conversion and landing-page improvement roadmap
  • Coordination with Google Ads and LinkedIn Ads
  • CRM feedback and leadership-ready growth reporting

Work with a LinkedIn Ads agency that knows how to build the funnel system to drive MQLs & SQLs at scale

A clear test. A useful answer. A confident next move.


Management starts at $1,500 per month, excluding media spend. Before launch, we agree on your offer, deliverables, test budget, review period and success criteria. Substantial design, landing-page development and complex tracking integrations are scoped separately.

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Ready to Grow?

Work With a
 
ChatGPT Ads Agency
That Leads the Thinking

Let's align your strategy and execution to unlock sustainable scaling. Book your free consultation today.

Service Inquiry

✓  Free Consultation

✓  No Long-term Contracts

✓  Results in 90 Days

Frequently Asked Digital Marketing Agency Questions


Find answers to common Digital Marketing Agency questions below


  • How does ChatGPT advertising work?

    ChatGPT ads are sponsored placements below relevant ChatGPT responses. OpenAI matches eligible ads to conversational context and other permitted signals, then uses its advertising system to select placements. Advertisers manage campaigns through Ads Manager. Strategy Kiln helps connect buyer intent, ad messaging, landing pages and measurement so the campaign has a clear commercial purpose. Ads are separate from organic answers and are not an endorsement by OpenAI.

  • Who can advertise on ChatGPT?

    Eligibility depends on your advertiser account, location, product or service category, and OpenAI’s current advertising policies. Some categories are restricted or require additional review. We check access and policy fit before recommending a launch. Account access does not guarantee campaign approval or delivery; approval, relevance, budget and available inventory all matter.

  • What types of companies should consider testing ChatGPT ads?

    ChatGPT ads can be worth testing when buyers research a problem, compare solutions and need a clear reason to choose your offer. For B2B companies, we look for a specific use case, credible proof, workable acquisition economics and consistent sales follow-up. We would delay a test if the offer is unclear, tracking is unreliable, the category is ineligible, or the budget cannot support useful learning.

  • Are ChatGPT ads based on keywords or prompts?

    ChatGPT ads are not an exact-match keyword channel. Advertisers can provide context hints that describe relevant topics and situations, but OpenAI considers broader conversational relevance. A context hint does not reserve a prompt or guarantee an impression. We research buyer questions to shape campaign themes, ad copy and landing pages, then use performance evidence to refine the plan.

  • What should a company do before launching ChatGPT ads?

    Confirm eligibility and account access, choose a focused offer, and agree on the buyer problem the campaign should address. Then check the landing page, conversion tracking and sales handoff. Before spending, define a qualified lead, the test budget, the review period and the conditions for scaling or pausing. Our growth diagnostic connects those practical checks to positioning and the wider acquisition plan.

  • What kind of landing page works best for ChatGPT ads?

    Use a landing page that continues the buyer’s research with a clear answer, relevant proof and one useful next step. Explain who the offer is for, what problem it solves and why the company is credible. A focused service, product or campaign page is often more useful than a generic homepage. We review message fit, mobile usability, conversion tracking and the path from inquiry to sales follow-up.

  • How much do ChatGPT ads cost?

    There are two costs: advertising spend paid to the platform and any agency management fee. Platform costs depend on buying objective, bids, relevance, competition and delivery. Strategy Kiln’s ChatGPT Ads Pilot Program starts at $1,500 per month for management, with media spend separate. We agree on the scope before launch; substantial design, landing-page development and complex tracking integrations are scoped separately. A free introductory call helps determine fit.

  • What is a reasonable test budget for ChatGPT ads?

    Set a budget around the decision you need to make. We consider your expected acquisition cost, conversion rate, sales cycle, available inventory and the number of qualified outcomes needed for useful learning. Management and media are budgeted separately. We recommend a controlled test with an agreed review point rather than a universal spend minimum or a promised lead count. Limited delivery or too few conversions may mean the result is inconclusive.

  • How do you measure ChatGPT ads performance?

    We review delivery, spend and conversions alongside lead quality and sales outcomes. Depending on the agreed setup, measurement can include Ads Manager, the OpenAI pixel or Conversions API, tracking parameters, GA4 and CRM feedback. Paid traffic is separated from organic AI referrals. For B2B programs, reporting distinguishes inquiries, marketing-qualified leads, sales-accepted leads, opportunities and closed revenue. The growth story explains what happened, what we learned and the next action.

  • Can advertisers see the ChatGPT conversations where their ads appeared?

    No. Advertisers do not receive access to individual users’ private ChatGPT conversations. Campaign reporting provides performance information rather than a transcript of private chats. Context hints help describe where an offer may be relevant; they do not reveal the underlying conversations. We use permitted campaign reporting and your own consented website and CRM data to evaluate results.

  • Do ChatGPT ads influence ChatGPT’s answers?

    No. Paid advertising does not buy an organic mention, citation or recommendation in ChatGPT’s answer. Sponsored placements are separate from the response, and an ad is not an OpenAI endorsement. We keep paid campaign measurement distinct from earned AI visibility so you can see what each part of the program contributes.

  • Do ChatGPT ads replace Google Ads, LinkedIn Ads or SEO?

    Usually, they add another testable acquisition channel. Google Ads can capture explicit search demand; LinkedIn Ads can reach professional audiences; SEO and AEO/GEO support earned discovery. We compare the role and results of each channel before shifting investment. ChatGPT advertising should earn its place in the growth plan through relevant engagement and qualified outcomes, rather than displacing an effective program simply because it is new.

  • What is the difference between ChatGPT ads and AI search optimization?

    ChatGPT ads pay for eligible sponsored placements. AI search optimization, including AEO and GEO, improves the content, evidence and authority that support organic mentions and citations. They can work together: use paid campaigns to test visibility and messaging while building earned discovery over time. Paying for ads does not improve organic rankings or guarantee citations. Strategy Kiln coordinates the two approaches with separate goals and measurement.

  • Why work with a ChatGPT ads agency?

    An agency can bring strategic judgment, execution capacity and measurement discipline to an emerging channel. Strategy Kiln combines senior growth strategy with campaign management: we examine the buyer problem, positioning, offer and conversion path before recommending spend. If your internal team already has those capabilities and time to learn the platform, in-house management may be a good fit. The right partner should explain both the opportunity and when to stop testing.

  • What does Strategy Kiln provide for ChatGPT advertisers?

    Our scope can include a growth and readiness diagnostic, buyer-intent research, campaign setup, ad copy, creative direction, landing-page recommendations, tracking review and ongoing optimization. We agree on responsibilities, budget and deliverables before starting. Each review connects performance to sales feedback and a clear next recommendation. Strategy Kiln is based in Providence, Rhode Island, and works with B2B teams beyond the local market. Start with a free introductory strategy call.

  • What is the best first step for testing ChatGPT ads?

    Start with a fit and readiness conversation about your buyers, offer, existing channels and growth goals. We identify access, measurement and conversion gaps before recommending a paid pilot. Launch timing depends on account access, campaign review, assets and tracking readiness. We cannot guarantee immediate impressions or that a particular person will see your ad; Plus, Pro and Business users do not see ads. Success is measured through campaign reporting and qualified outcomes.

AEO & GEO Audits, Strategy & Implementation
Clutch Top SEO Company, Rhode Island 2026

Be found in AI search. Be part of the answer.

Strategy Kiln helps B2B companies improve their visibility in ChatGPT, Gemini, Perplexity, and Google’s AI answers. Get a comprehensive SEO + AI search audit, competitive insights, and a prioritized growth plan—with an experienced team to implement it.

Buyer demand. AI visibility. Citation opportunities.
★★★★★ 5.0 on Clutch Read verified client reviews ↗ A clear strategy. A prioritized plan. A team to execute.
Buyer demand + AI visibility

Your buyers have questions.
Be part of the answers.

Find the questions that matter to your buyers. See which brands AI mentions, which sources it cites, and where your competitors are getting the attention.

01 / BUYER DEMAND

What are your buyers searching?

Focus on the questions behind your priority services and buying decisions.

02 / AI VISIBILITY

Who gets mentioned
and cited?

See the brands in the answer and the sources behind it. Identify opportunities for your expertise to appear.

Explore citation opportunities ↗
03 / COMPETITION

Where are competitors winning?

Understand the topics, pages, and outside sources supporting their visibility.

04 / ACTION PLAN

What should you do next?

Get clear priorities for content, technical improvements, and credible citations.

SEO + AEO/GEO

We create a total view of
SEO + AEO + GEO.

We take the differences and similarities of SEO, AEO, and GEO to create a customized plan to win.

EXAMPLE BUYER QUESTION “Which inventory platform fits our manufacturing business?” How SEO and AEO/GEO approach the same buyer question differently.

GoogleMicrosoft Bing
SEO

Appear in traditional search results

Help buyers find and choose a relevant page.

  • Technical access and useful pages
  • Topic coverage and internal links
  • Clear titles and search-result messaging
ChatGPTGeminiPerplexity
AEO / GEO

Appear in AI answers

Build clear answers and credible evidence. Track brand mentions and source citations separately.

[1] A citation links to a supporting source
SEO + AEO/GEO share a foundation.

Useful content and credible evidence support both paths.

Illustrative inventory-software buyer question.
From awareness to decision

A full-funnel view of your buyers.
Connected by data.

See what customers search, how demand changes from awareness to decision, and which content can move them forward. Connect search behavior, content gaps, and priorities in one actionable view.

Your buyer journey, connected by data.

Illustrative inventory-software example. The queries and monthly search volumes below are fictional demonstrations.

TOP OF FUNNEL Awareness
how to reduce stockouts 1,000
inventory forecasting methods 600

Content: stockout explainers and forecasting guides.

MIDDLE OF FUNNEL Consideration
inventory software for manufacturers 350
barcode inventory management software 200

Content: manufacturing and barcode solution pages.

BOTTOM OF FUNNEL Decision
best inventory software for manufacturers 120
inventory software implementation cost 80

Content: vendor comparisons, cost guides, and customer evidence.

Illustrative inventory-software example · All search volumes shown are fictional.
Start with the buyer

Identify the questions behind the services and solutions you want to grow.

Find the gaps

Map existing content, competing answers, and missing evidence.

Prioritize actions

Prioritize the pages, contributions, and proof that will help buyers progress.

AI citation analysis

See where the citations come from.
Build a plan to compete.

We reverse engineer the sources cited in AI answers about your category and priority services. You see which websites, publications, and content types earn citations, where competitors appear, and where to focus your effort.

THE SOURCES BEHIND THE ANSWERS
Donut chart of fictional AI citation records: vendor websites 40%, trade publications 25%, software reviews 15%, communities 10%, reference guides 7%, and other sources 3%.

Illustrative inventory-software example

What is an AI citation?

A reference or link to a source supporting an AI answer. We examine both citations to your website and outside sources that mention your business.

Cited source category Records Share
Vendor websites 400 40%
Trade publications 250 25%
Software reviews 150 15%
Communities 100 10%
Reference guides 70 7%
Other 30 3%

Your plan goes beyond your own website.

Identify the pages to improve, the evidence to publish, and the relevant outside sources to pursue for credible coverage and citation opportunities.

All values are fictional: 1,000 citation records across 250 example answers. Actual audits use observed answers for agreed topics, platforms, and dates. Citation patterns vary over time.

From research to execution

How we build your
AEO opportunity roadmap

We’ve been working on AEO and GEO since their early days. We connect buyer demand, search performance, AI mentions, and citations to the improvements that matter most for your business. You receive a clear presentation of the findings and an actionable implementation plan—built for your team to execute, or for Strategy Kiln to deliver.

01

Establish your AEO baseline

  • Organic traffic, rankings, AI mentions, and citations
  • Buyer questions across the full funnel
  • Competitor pages, content gaps, and cited sources
  • An audit presentation explaining where you stand
02

Prioritize your growth opportunities

  • Content, technical, and supporting-evidence gaps
  • Relevant outside-source and citation opportunities
  • Priorities weighed by buyer relevance, impact, and effort
  • An ordered roadmap matched to your goals and resources
03

Make it actionable

  • An action, owner, and deliverable for each priority
  • Clear dependencies and success measures
  • Implementation by your team or Strategy Kiln
  • Search, AI visibility, and inquiry measurement
INSIDE THE SAMPLE AUDIT

Want to see exactly
what we deliver?

Explore a 40-slide example of our SEO & AEO Audit, Opportunity Analysis & Action Plan. See how detailed research becomes a clear set of decisions for your business.

  • Your starting point: search performance, AI visibility, and the sources behind citations.
  • Your growth opportunities: competitor advantages, buyer questions, and content gaps.
  • Your next moves: a phased 90-day action plan and implementation priorities.

Free 40-slide example. Fill out the form to access the deck.
LedgerFlow is a fictional company; all example data is illustrative.

Slide 26 from the sample audit: AI citation sources, their share of citations, and what the findings mean. Fictional LedgerFlow example.
AI citation analysis
Slide 14 from the sample audit: competitor organic search traffic compared across finance service categories. Illustrative data.
Competitor opportunities
Slide 8 from the sample audit: phased actions for days 0–30, 31–60, and 61–90, with separate measurement priorities.
A 90-day action plan
FREE SAMPLE · 40-SLIDE EXAMPLE

See where you stand.
See your next moves.

Get a comprehensive example of our SEO + AI Search Audit, Opportunity & Growth Analysis.

When your CEO looks up your company in ChatGPT, what do they see? When a customer asks for the solution you sell, does your business make the answer?

This 40-slide sample shows how we connect your starting point to a concrete plan for growth:

  • Your visibility today. Traffic, rankings, AI mentions, and citations—organized into a clear baseline.
  • A closer look at competitors. The pages, topic clusters, and cited sources supporting their visibility.
  • The opportunities to pursue. Buyer questions, content gaps, and citation opportunities that deserve attention.
  • An actionable plan. What to improve, what to create, and what to prioritize to earn a place in the search results and AI answers your customers use.

This is an example audit for a fictional company. It demonstrates the depth and format of the work; your analysis is tailored to your business, market, and competitors.

SEE THE ANALYSIS. UNDERSTAND THE PLAN.

Get the sample audit.

Fill out the form to access the free 40-slide example.

Draft preview — submissions are not yet saved or sent.

Enlarged Strategy Kiln graphic
Strategy + specialist execution

You deserve a team of
seasoned experts.

Adam Fischer

Adam Fischer

Strategy & Buyer Insight

Connects your business goals, positioning, buyer questions, and channel priorities into a clear direction for growth.

Clarity on AEO gaps.
A plan for what comes next.

They showed us where the [AEO] gaps were, which topics and buyer questions mattered most, how competitors were winning…
Verena Golway Head of B2B Marketing, Brook Health 5.0 · Verified Clutch review ↗
Jose Ponce, Jr.

Jose Ponce, Jr.

AEO & Technical SEO Expert

Brings technical SEO expertise and a test-and-learn approach to content structure, search visibility, and AI discovery.

A plan built around your business

Get a customized AEO/GEO plan
that works for you.

Start with the opportunity analysis. Choose the level of implementation and ongoing support that fits your team.

Understand the opportunity

SEO + AEO/GEO
Opportunity Analysis

Know where you stand, where buyers are looking, and which opportunities deserve your attention.

  • Search and AI visibility baseline
  • Buyer-demand and funnel mapping
  • Competitor and citation-source analysis
  • Audit presentation and implementation plan
Discuss Your Analysis
Build on what you learn

Ongoing
AEO/GEO Support

Review what changes, develop new opportunities, and keep the plan relevant.

  • Search, AI mentions, and citation monitoring
  • Competitor and content reviews
  • Testing and content improvement
  • Updated priorities and reporting
Explore Ongoing Support

Wondering where your biggest gaps might be?

Ask us about a free opportunity analysis for your business.

Ask About a Free Analysis ↗

We confirm scope, timing, and investment around your goals and resources. Ask us what the free initial analysis includes.

BE THE ANSWER YOUR BUYERS FIND

Outpace the competition.
Show up in AI search.

When buyers ask ChatGPT, Gemini, or Perplexity for solutions, give your business a stronger chance to be part of the answer. Build an AEO/GEO plan around the questions, content, and citations that matter.

Book a call to see where you stand, where competitors are winning, and which actions can strengthen your visibility in AI search.

✓ Strategy-led recommendations ✓ Clear scope and priorities ✓ Practical next steps
AI SEARCH RESOURCE

Is your website ready
for AI search?

Start with our practical 15-point checklist. Assess how clearly AI systems can understand your business, find your expertise, and use your content.

Your questions, answered

Search & AI discovery FAQs

A clearer understanding of the work and what you receive.

How do SEO, AEO, and GEO work together?

Think of SEO and AEO as a double helix: two connected strands of visibility built around the same buyer questions. SEO helps people discover your pages in search results. AEO focuses on making your expertise useful in direct answers. GEO extends that work to how generative AI systems represent, mention, and cite your business.

For a B2B SaaS company, that could mean building a strong guide to cash flow forecasting that can rank in search, answer a specific buyer question clearly, and provide evidence an AI system can reference. We connect that guide to comparison pages, customer proof, and a relevant next step, such as requesting a demo.

The result is a more connected search and inquiry experience: buyers encounter consistent answers as they move between search results, AI conversations, and your website. We coordinate the content, technical foundations, internal links, and supporting evidence, while measuring search traffic, AI visibility, and qualified inquiries separately.

What is the difference between AEO and GEO?

AEO means Answer Engine Optimization. It focuses on helping your content answer specific questions clearly enough to be surfaced in direct-answer experiences, including search features and AI assistants. For example, a SaaS company might publish a concise, well-supported answer to “How does automated bank reconciliation work?” within a detailed guide.

GEO means Generative Engine Optimization. It focuses on how your business and expertise appear in responses assembled by generative AI systems such as ChatGPT, Gemini, and Perplexity. For example, when a buyer asks “Which cash flow forecasting tools suit a growing SaaS company?”, the work could include clear product information, comparison content, customer evidence, and accurate coverage on relevant outside sources.

The terms overlap and are often used interchangeably. We use them to distinguish clear answers to buyer questions from the broader work of improving how AI systems understand and represent your business. Neither guarantees a mention, citation, or recommendation.

What do we receive from an AEO/GEO audit and opportunity analysis?

You receive a presentation of the findings and a prioritized implementation roadmap. The presentation explains your search and AI visibility baseline, the buyer questions worth pursuing, competitor advantages, content and technical gaps, and the sources behind relevant AI citations.

The roadmap turns those findings into specific actions: which pages to improve, which content to create, what evidence to add, and which outside-source opportunities to pursue. It identifies priorities, owners, deliverables, dependencies, and success measures so your team can act on the analysis. You can implement it internally or engage Strategy Kiln to help deliver the work. The sample audit shows the depth and format; your scope is tailored to your business.

How do you map the buyer journey?

We research the queries behind your services and customer needs, then organize them by awareness, consideration, and decision intent. We use keyword data to show which inquiries have the highest estimated search volume at each stage and assess keyword difficulty, current rankings, and the pages already competing for those searches.

For a SaaS company, the journey might move from “how to improve cash flow forecasting” to “cash flow forecasting software” to “best forecasting software for SaaS.” Where useful, we reverse engineer competitors’ existing pages and topic clusters to see which buyer needs they address, where they attract estimated traffic, and what your content is missing.

We then recommend which pages to strengthen or create and how to connect them to the next buying decision. Search volume and difficulty are estimates for traditional search, not exact counts of AI prompts; we assess AI answers and citations separately.

What is the difference between an AI mention and a citation?

A mention names your business in an AI answer. A citation identifies a source supporting the answer, usually through a clickable reference or source link. A mention can appear without any link to your website.

For example, an AI answer about cash flow forecasting software might say “LedgerFlow is one option for SaaS finance teams” without linking anywhere. That is a brand mention. If the answer also links to a LedgerFlow guide as a supporting source, that is a citation to your website. If it links to a third-party review discussing LedgerFlow, the citation goes to that review site.

LedgerFlow is a fictional example. We track mentions and citations separately because being named, being used as a source, and receiving a website visit are different outcomes.

Can our team implement the AEO/GEO roadmap?

Yes. The roadmap identifies what to do, why it matters, and what each action requires, including the owner, deliverable, dependencies, and success measure. Your team can implement it internally, share the work with us, or engage Strategy Kiln to lead delivery. We prioritize around your available resources so the plan is practical to execute.

Can you improve the website you already have?

Yes. We can often improve the website you already have by strengthening existing pages, clarifying answers, improving content structure and internal links, adding supporting evidence, and addressing technical issues. You do not automatically need a new website.

The audit helps us determine what to update, what to create, and whether any platform or technical limitations need attention. Recommendations reflect your existing site, business goals, and implementation capacity.

How will we know whether the work is helping?

We establish a baseline and agree on the signals that matter to your business. These can include priority content delivered, search rankings and relevant organic traffic, AI brand mentions, citations to your site, and qualified inquiries.

For AI visibility, we revisit an agreed set of buyer questions across selected platforms and record the dates and conditions of each check. Answers can vary, so we look for patterns over time rather than treating one response as a result. We use those findings alongside website and inquiry data to refine priorities; a mention or citation alone does not prove a sale.