How to Prepare for AEO/SEO Optimization: What to Provide Your SEO/AEO Expert

Written by
William Lee
October 19, 2026
9 min read
To prepare for AEO or SEO optimization, provide five things: context (who you are and who you sell to), ground-truth customer data, access to your site and analytics, brand assets, and one internal owner. Everything else the agency can gather. These five it cannot.

Introduction

To prepare for AEO or SEO optimization, provide five things: context (who you are and who you sell to), ground-truth customer data, access to your site and analytics, brand assets, and one internal owner. Everything else the agency can gather. These five it cannot.

Hiring an agency is the easy part. Making the engagement work is decided in the week before it starts, by what you hand over.

The numbers say why this guide exists: 48% of marketing leaders already work with agencies on AEO, and 49% plan to increase agency involvement in the next 12 months, yet only one in five practitioners say agency support has been very effective.

New to the discipline? Start with our AEO vs SEO explainer, then come back here for the SEO client onboarding checklist.

The gap is not a talent problem. It is a preparation problem. As Vivian Hoang, SEO and AEO Lead at Webflow, puts the client-side requirement in one sentence:

"As an in-house operator that means just being a good partner and collaborator, giving your agency and partner enough context, data and access to actually do good work."

Context, data, access. This guide turns those three words, plus the two things most engagements skip, into a checklist you can finish in an afternoon.

Why preparation decides whether the engagement works

From Webflow's Building for AEO: Ownership, agencies, and execution webinar, the line that reframes every agency relationship:

"Agencies aren't a shortcut. They're an accelerant. They work best when someone internally owns the vision, the narrative, and the cross-functional alignment."

An accelerant multiplies what already exists. If the agency receives no context, no data, and no access, it starts from zero and burns the first month gathering what you could have handed over in a day.

If it receives all three, it starts fast and compounds.

The failure mode is well documented. Vivian Hoang names it directly:

"The biggest mistake that brands can make is bringing on that agency partner but not having real alignment or trust... projects or ideas get stuck in recommendations or proposals and nothing actually launches or ships, and then you go through agency after agency until you find someone who just tells you what you want to hear."

Preparation is what prevents that loop. Here is the checklist, in the order it matters.

1. The context packet: who you are and who you sell to

Agencies cannot guess your ICP, and should never have to.

Before any AEO action, Michael Huard, Senior Content Marketing Manager at Webflow, says the first requirement is understanding "who it is that you're trying to reach." That starts with you, because nobody knows your customers better.

Put together, in one document:

  • Your ICP and audience segments. Who buys, who influences the buyer, what each segment asks before they convert.
  • Your business story. How you got here, what you sell, what makes you different. In your words, not marketing-speak.
  • The questions customers actually ask you. Sales, support, and onboarding all hear them daily. That list is the seed of your AEO content map.
  • What "winning" looks like. The company goal this engagement serves: pipeline, bookings, retained customers, or something else. If the agency does not know, it optimizes for traffic instead of revenue.

Context compounds. Webflow's partnership with the agency Graphite has run 3.5 years for one reason: "Graphite knows our brand, our target audiences, our internal operating system."

That accumulated context is the moat that lets an agency move fast. You start building it on day zero, with this packet.

2. The ground-truth data dump: your customers' actual words

Your customers already wrote the brief. Give the agency their words.

The highest-signal asset in any AEO engagement is not a keyword list. It is the recorded voice of your customer. Guy Yalif, Chief Evangelist at Webflow, gives the most direct advice on this:

"Run an LLM over your Gong or sales call recordings. Run them over your sales and CSE emails. That is literally ground truth. That is the questions your prospects are asking."

Those questions are worth more than any third-party keyword tool, because AI search queries have changed shape. Yalif's stat: when we searched on Google, the average query was 4 words. With LLMs, it is 23 words and growing.

Your prospects are asking AI the same long, specific questions they ask your sales team, and the sales calls are the only place those questions exist verbatim.

Hand over:

  • Sales call recordings and transcripts (Gong, Chorus, or raw recordings).
  • Sales and customer-success emails, exported and searchable.
  • Support tickets and chat logs.
  • Self-reported attribution. Ask buyers how they heard about you. As Kevin Indig points out, click attribution is broken for AI search. The only reliable signal is what buyers say.
  • Heat and click maps. Once SEO and AEO start sending traffic, heat and click maps show how visitors actually behave: what they click, how far they scroll, where they hesitate or rage. Microsoft Clarity is free, needs no developer, and installs on Webflow in minutes via a site-wide snippet, so it belongs in the setup checklist alongside GA4.

3. Access checklist: the keys the agency needs on day one

An agency without access produces proposals instead of work.

The Reddit practitioner checklist ("complete AEO checklist, what am I missing?") keeps coming back to the same blocker: engagements stall because the agency never received the keys. Have these ready before kickoff:

  • Google Search Console: the primary AEO measurement surface.
  • GA4: read access for traffic and referred-session analysis.
  • Bing Webmaster Tools: Bing feeds several AI surfaces and is free.
  • CMS access: Webflow designer or editor roles, so recommendations can actually ship.
  • DNS and hosting access: if schema, redirects, or an llms.txt file need publishing.
  • Existing SEO tools: Ahrefs or Semrush seats you already pay for.
  • Past audits: every SEO or AEO audit ever run, so the agency does not re-buy knowledge you already own.

The test: if the agency cannot log in, run a crawl, and publish a change within week one, the engagement started late.

Grant access before the kickoff call, not after.

4. Brand assets: so the work sounds like you

AI stitches your brand together from everywhere. Give it one consistent record.

Answer engines decide what to say about you by combining what they find across the web, and they get it wrong.

The Webflow AEO Maturity Index found AI described companies accurately only 63 out of 100 times and pulled through the intended message just 24 out of 100. Consistency is the fix, and it starts with the assets you hand the agency:

  • Style guide and messaging guidelines. Profound's promise to clients is the industry standard here: "create content that is on brand according to your own style guide, messaging guidelines." If you have them, share them. If you don't, ask the agency to build them first.
  • A consistent entity record. Business name, logo, NAP details, social profiles, and company descriptions, identical everywhere. This is the entity consistency AI uses to decide what to say about you.
  • Social and PR presence. Where you post, where you have been featured, who quotes you. Authority and PR inputs matter: 73% of companies are mentioned in fewer than 25% of the sources LLMs cite. The agency needs to know which sources already mention you.

5. The one internal hire you cannot skip: an owner

Ownership is the part of AEO you cannot delegate.

Josh Jacobs, Staff Brand Designer at Jasper, states the requirement: "You need a clear owner and a defined gap before you touch a single page." The owner does not do the AEO work. The agency does. The owner makes sure the work keeps moving.

That is more than a title. Guy Yalif frames good AEO as a team sport, with AI answers "shaped by inputs from across the company: SEO/AEO, engineering, content, brand, comms, data teams, and more."

The owner's job is assembling those inputs: pulling the sales recordings from revenue, the product answers from engineering, the messaging from brand, and clearing the path for the agency to ship.

Pick one person. Give them time. Put them in every status call. If the agency has to chase five people to get one answer, the engagement is already drifting.

Questions to ask before you sign

Alignment is the non-negotiable that prevents the agency-churn loop.

From Ally at Flexi, on the one thing that must happen before work starts:

"There needs to be full alignment on what the priorities are in terms of what's a non-negotiable for both sides before getting started."

Get written answers to these before day one:

  • What are the priorities, ranked, and what is deliberately not being done?
  • What is non-negotiable for each side? (Budgets, brand rules, speed, reporting depth.)
  • What does the agency own, and what stays in-house?
  • What is the reporting cadence, and which metrics define success?
  • What happens when something ships? Who publishes, who reviews, how fast?

Conclusion

Preparation is the difference between an agency that ships and an agency that sends proposals.

Coherent is a Webflow and AEO agency that starts every engagement by handing you a day-one kickoff list (the exact checklist above, pre-built) and then audits your AI visibility, closes the gaps, and monitors your citations monthly.

Sources: Webflow's Building for AEO: Ownership, agencies, and execution webinar, The Answer Engine (ep. 2), and the Webflow AEO Maturity Index. Expert quotes linked to their original videos and articles.

How to Prepare for AEO/SEO Optimization: What to Provide Your SEO/AEO Expert

Written by
William Lee
October 19, 2026
9 min read
To prepare for AEO or SEO optimization, provide five things: context (who you are and who you sell to), ground-truth customer data, access to your site and analytics, brand assets, and one internal owner. Everything else the agency can gather. These five it cannot.

Introduction

To prepare for AEO or SEO optimization, provide five things: context (who you are and who you sell to), ground-truth customer data, access to your site and analytics, brand assets, and one internal owner. Everything else the agency can gather. These five it cannot.

Hiring an agency is the easy part. Making the engagement work is decided in the week before it starts, by what you hand over.

The numbers say why this guide exists: 48% of marketing leaders already work with agencies on AEO, and 49% plan to increase agency involvement in the next 12 months, yet only one in five practitioners say agency support has been very effective.

New to the discipline? Start with our AEO vs SEO explainer, then come back here for the SEO client onboarding checklist.

The gap is not a talent problem. It is a preparation problem. As Vivian Hoang, SEO and AEO Lead at Webflow, puts the client-side requirement in one sentence:

"As an in-house operator that means just being a good partner and collaborator, giving your agency and partner enough context, data and access to actually do good work."

Context, data, access. This guide turns those three words, plus the two things most engagements skip, into a checklist you can finish in an afternoon.

Why preparation decides whether the engagement works

From Webflow's Building for AEO: Ownership, agencies, and execution webinar, the line that reframes every agency relationship:

"Agencies aren't a shortcut. They're an accelerant. They work best when someone internally owns the vision, the narrative, and the cross-functional alignment."

An accelerant multiplies what already exists. If the agency receives no context, no data, and no access, it starts from zero and burns the first month gathering what you could have handed over in a day.

If it receives all three, it starts fast and compounds.

The failure mode is well documented. Vivian Hoang names it directly:

"The biggest mistake that brands can make is bringing on that agency partner but not having real alignment or trust... projects or ideas get stuck in recommendations or proposals and nothing actually launches or ships, and then you go through agency after agency until you find someone who just tells you what you want to hear."

Preparation is what prevents that loop. Here is the checklist, in the order it matters.

1. The context packet: who you are and who you sell to

Agencies cannot guess your ICP, and should never have to.

Before any AEO action, Michael Huard, Senior Content Marketing Manager at Webflow, says the first requirement is understanding "who it is that you're trying to reach." That starts with you, because nobody knows your customers better.

Put together, in one document:

  • Your ICP and audience segments. Who buys, who influences the buyer, what each segment asks before they convert.
  • Your business story. How you got here, what you sell, what makes you different. In your words, not marketing-speak.
  • The questions customers actually ask you. Sales, support, and onboarding all hear them daily. That list is the seed of your AEO content map.
  • What "winning" looks like. The company goal this engagement serves: pipeline, bookings, retained customers, or something else. If the agency does not know, it optimizes for traffic instead of revenue.

Context compounds. Webflow's partnership with the agency Graphite has run 3.5 years for one reason: "Graphite knows our brand, our target audiences, our internal operating system."

That accumulated context is the moat that lets an agency move fast. You start building it on day zero, with this packet.

2. The ground-truth data dump: your customers' actual words

Your customers already wrote the brief. Give the agency their words.

The highest-signal asset in any AEO engagement is not a keyword list. It is the recorded voice of your customer. Guy Yalif, Chief Evangelist at Webflow, gives the most direct advice on this:

"Run an LLM over your Gong or sales call recordings. Run them over your sales and CSE emails. That is literally ground truth. That is the questions your prospects are asking."

Those questions are worth more than any third-party keyword tool, because AI search queries have changed shape. Yalif's stat: when we searched on Google, the average query was 4 words. With LLMs, it is 23 words and growing.

Your prospects are asking AI the same long, specific questions they ask your sales team, and the sales calls are the only place those questions exist verbatim.

Hand over:

  • Sales call recordings and transcripts (Gong, Chorus, or raw recordings).
  • Sales and customer-success emails, exported and searchable.
  • Support tickets and chat logs.
  • Self-reported attribution. Ask buyers how they heard about you. As Kevin Indig points out, click attribution is broken for AI search. The only reliable signal is what buyers say.
  • Heat and click maps. Once SEO and AEO start sending traffic, heat and click maps show how visitors actually behave: what they click, how far they scroll, where they hesitate or rage. Microsoft Clarity is free, needs no developer, and installs on Webflow in minutes via a site-wide snippet, so it belongs in the setup checklist alongside GA4.

3. Access checklist: the keys the agency needs on day one

An agency without access produces proposals instead of work.

The Reddit practitioner checklist ("complete AEO checklist, what am I missing?") keeps coming back to the same blocker: engagements stall because the agency never received the keys. Have these ready before kickoff:

  • Google Search Console: the primary AEO measurement surface.
  • GA4: read access for traffic and referred-session analysis.
  • Bing Webmaster Tools: Bing feeds several AI surfaces and is free.
  • CMS access: Webflow designer or editor roles, so recommendations can actually ship.
  • DNS and hosting access: if schema, redirects, or an llms.txt file need publishing.
  • Existing SEO tools: Ahrefs or Semrush seats you already pay for.
  • Past audits: every SEO or AEO audit ever run, so the agency does not re-buy knowledge you already own.

The test: if the agency cannot log in, run a crawl, and publish a change within week one, the engagement started late.

Grant access before the kickoff call, not after.

4. Brand assets: so the work sounds like you

AI stitches your brand together from everywhere. Give it one consistent record.

Answer engines decide what to say about you by combining what they find across the web, and they get it wrong.

The Webflow AEO Maturity Index found AI described companies accurately only 63 out of 100 times and pulled through the intended message just 24 out of 100. Consistency is the fix, and it starts with the assets you hand the agency:

  • Style guide and messaging guidelines. Profound's promise to clients is the industry standard here: "create content that is on brand according to your own style guide, messaging guidelines." If you have them, share them. If you don't, ask the agency to build them first.
  • A consistent entity record. Business name, logo, NAP details, social profiles, and company descriptions, identical everywhere. This is the entity consistency AI uses to decide what to say about you.
  • Social and PR presence. Where you post, where you have been featured, who quotes you. Authority and PR inputs matter: 73% of companies are mentioned in fewer than 25% of the sources LLMs cite. The agency needs to know which sources already mention you.

5. The one internal hire you cannot skip: an owner

Ownership is the part of AEO you cannot delegate.

Josh Jacobs, Staff Brand Designer at Jasper, states the requirement: "You need a clear owner and a defined gap before you touch a single page." The owner does not do the AEO work. The agency does. The owner makes sure the work keeps moving.

That is more than a title. Guy Yalif frames good AEO as a team sport, with AI answers "shaped by inputs from across the company: SEO/AEO, engineering, content, brand, comms, data teams, and more."

The owner's job is assembling those inputs: pulling the sales recordings from revenue, the product answers from engineering, the messaging from brand, and clearing the path for the agency to ship.

Pick one person. Give them time. Put them in every status call. If the agency has to chase five people to get one answer, the engagement is already drifting.

Questions to ask before you sign

Alignment is the non-negotiable that prevents the agency-churn loop.

From Ally at Flexi, on the one thing that must happen before work starts:

"There needs to be full alignment on what the priorities are in terms of what's a non-negotiable for both sides before getting started."

Get written answers to these before day one:

  • What are the priorities, ranked, and what is deliberately not being done?
  • What is non-negotiable for each side? (Budgets, brand rules, speed, reporting depth.)
  • What does the agency own, and what stays in-house?
  • What is the reporting cadence, and which metrics define success?
  • What happens when something ships? Who publishes, who reviews, how fast?

Conclusion

Preparation is the difference between an agency that ships and an agency that sends proposals.

Coherent is a Webflow and AEO agency that starts every engagement by handing you a day-one kickoff list (the exact checklist above, pre-built) and then audits your AI visibility, closes the gaps, and monitors your citations monthly.

Sources: Webflow's Building for AEO: Ownership, agencies, and execution webinar, The Answer Engine (ep. 2), and the Webflow AEO Maturity Index. Expert quotes linked to their original videos and articles.

Frequently Asked Questions

What should I provide to an SEO or AEO agency before we start?

What does an AEO agency actually do?

What is a typical AEO agency retainer?

What should I ask an SEO agency before signing?

How long does AEO onboarding take?

Ready to build something coherent?

Let's talk. We're dedicated to bringing your vision to life.

sample glossary link
search-intent
Search intent
The reason behind a search - learning, comparing, or buying. "What is AEO" and "AEO agency near me" are different intents and need different content.
featured-snippet-people-also-ask
Featured snippet / People Also Ask
Google's answer boxes that appear above or inside the link list. Like FAQ blocks, they're easy pickings for AI answer engines.
robots-txt
robots.txt
A file that tells crawlers what to read and what to skip. It's how you keep draft or private pages out of search results.
sitemap
Sitemap (sitemap.xml)
A file listing every page on your site, submitted so crawlers can find them all.
core-web-vitals
Core Web Vitals
Google's speed and usability scores for your pages. Slow, awkward pages get buried in both search and AI citations.
ga4
GA4 (Google Analytics 4)
Google's free dashboard showing who visits your site and where they come from - including AI-referred visitors. The default way to measure whether all of this is working.
ai-referred-traffic
AI-referred traffic
Visits to your website that started with an AI answer. You can see this in analytics as a traffic source, alongside Google and social.
sentiment
Sentiment
Whether the AI describes your brand positively, neutrally, or negatively. AI usually reflects what your site and third-party pages say, so sentiment is fixable.
mention-rate
Mention rate
How often your brand is mentioned at all in AI answers, with or without a link. Mentions matter because they shape what customers remember.
citation-rate
Citation rate
The percentage of AI answers about your industry that cite your website as a source. Most companies today are cited in well under 10% of answers - the bar is low and the opportunity is real.
share-of-voice
Share of voice
How often AI answers mention your brand compared to competitors. This replaces "keyword ranking" as the scoreboard in an AI-search world.
faq-content
FAQ content
Question-and-answer blocks on your pages. Both Google and AI tools lift answers straight from these, which makes them one of the easiest AEO wins.
authority-e-e-a-t
Authority / E-E-A-T
How trustworthy search engines and AI judge your site: Experience, Expertise, Authoritativeness, and Trust. Show who writes your content and why they know the topic.
indexing
Indexing
Being stored in a search engine's or AI system's database so you can appear in results. A crawled page that isn't indexed is invisible.
crawling
Crawling
The process of search and AI bots reading your website. If bots can't read your pages, you can't rank or be cited.
llms-txt
llms.txt
A small file on your website that tells AI tools which pages to read. Think of it as a table of contents written for robots.
entity
Entity
The machine-readable version of who your business is: consistent name, logo, contact details, and social profiles across the web. AI tools stitch these together to decide what to say about you.
schema-markup
Structured data / schema markup
Extra code on your pages that spells out what your content is - your business name and address, FAQs, reviews, articles - in a format machines can read. It is the difference between "a webpage" and "a business record."
rag
RAG (Retrieval-Augmented Generation)
How answer engines work: they first pull real content from the web, then generate an answer from it. This is why your website copy feeds AI answers - and why AEO works at all.
hallucination
Hallucination
When AI confidently says something false. For a business, this matters: an AI may describe your services, pricing, or hours incorrectly, and customers will believe it unless your website tells the correct story.
ai-citation
AI citation / AI mention
When an answer engine names your business or links your site as a source. Being cited builds trust; being left out means AI customers never hear about you.
geo
GEO (Generative Engine Optimization)
The same practice as AEO under a different name. Treat them as one thing.
aeo
AEO (Answer Engine Optimization)
Getting your business cited and recommended when customers ask AI tools about your industry. If SEO is ranking in a list, AEO is being the named source in the answer.
ai-overview
AI Overview (AIO)
Google's AI answer box at the top of some search results. It summarizes sources - including possibly your website - before the regular link list.
generative-ai
Generative AI (gen AI)
AI that creates new text, images, or code rather than just finding existing content. ChatGPT is the most famous example.
llm
LLM (Large Language Model)
The AI technology behind answer engines. It predicts text based on patterns learned from huge amounts of writing. When people say "the AI," they usually mean an LLM.
answer-engine
Answer engine
A tool that answers your question directly with a written, cited answer instead of a list of links. The main ones: ChatGPT, Gemini, Perplexity, and Google's AI Overviews.
zero-click-search
Zero-click search
A search that ends without any click because the answer is shown right on the results page - a snippet, a map, or an AI answer. More than half of searches now end this way, which is the whole reason AEO exists.
click-through-rate
Click-through rate (CTR)
The share of people who see your business in results and actually click. Low CTR usually means your listing doesn't match what people searched for.
keyword
Keyword
The word or phrase a customer types, like "Webflow agency Toronto" or "SEO audit for my website." Most search and AI strategies start with knowing which keywords your customers use.
seo
SEO (Search Engine Optimization)
Improving your website so it ranks higher in search results. Historically this meant keywords, titles, and links; today it also includes feeding AI tools.
map-box
Map box (map pack)
The map Google shows for location-based searches like "dentist near me" or "webflow agency toronto," usually with three businesses listed next to it. For local searches, the map box gets most of the attention and clicks, so being in it can matter more than ranking first in the regular links.
answer-box-featured-snippet
Answer box (featured snippet)
The box at the top of some Google results that answers the question directly with a short paragraph, list, table, or video pulled from a webpage - usually with a link crediting your site. It solves the searcher's problem on the spot and can boost your click-through rate, which is why getting featured in it is worth optimizing for.
organic-results
Organic results
The unpaid listings on a results page. Unlike ads, you earn these by being relevant - that is what SEO and AEO work toward.
serp
SERP (Search Engine Results Page)
The page of results a search engine shows after someone searches. The higher your business appears on it, the more people see you.
search-engine
Search engine
The website where people type questions and get results - Google and Bing are the big two. It works by ranking pages and showing them as a list of links.