SlideShare a Scribd company logo
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SEO Consultant, Botify
Vince Moreau
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Challenges Faced By Teams Responsible for Search
What we’re hearing from customers
Too much to do, too
few resources
Change is happening
to fast
I have no control
over my website
I don’t know where
to start
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01
Demystifying
AI Search
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Blue links Conversations
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How many
weekly users does
ChatGPT have today?
POLL
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800M
Weekly Users
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Traditional search
relies on crawlers
finding your pages
and indexing them
Pages that fail in the early part of the
funnel won’t be indexed. And pages that
aren’t indexed will never convert.
CRAWL
RENDER
INDEX
RANK
CONVERT
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User asks a question Limited answer due to
lack of recent content
to source it from
LLM use static content
to answer the question
AI search relies on LLMs, models that are
pre-trained on “static” content
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On their own, Large Language Models
are not up to date
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User asks a
question
Augmented answer
LLM use trained
model with relevant
fresh content
Fresh content
retrieval (RAG)
Query Relevant
fresh content
How AI Search engines work today
+ Google scrapping
+ New indexes
AI Search pulls fresh content from traditional indexes
using Retrieval-Augmented Generation (RAG)
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Do you know how often
ChatGPT is crawling
your site?
POLL
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OpenAI bot visits grew by 4x this year
Source: Botify - volume of crawl from OpenAI across Botify’s customer base.
All Bots Traffic Overtime (By SearchEngineGroups - SUM of Volumes)
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Being crawled by OpenAI is a chance
to be part of the conversation
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Prioritize what will boost your visibility
on all platforms at the same time!
Optimize for all platforms
The future of search is decentralized
and fragmented, and you need to
adapt.
Stay informed
Stay up-to-date by checking out
reliable sources of information and
stay alert for the latest info.
Don’t believe too much hype!
AI Search is hyped up by everyone,
but most lack fundamental
understanding of how the tech works.
Monitor bot traffic
Monitor, analyze and understand
how bots interact with your website,
and what you can do to improve.
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02
Start with a story,
end with a strategy
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The
Journey
The
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The Plot
People
Love Stories
● Decision acceleration
● Memory retention
● Emotional connection Context and meaning
● Simplification
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The Plot
Setting the scene
The Plot
Your stakeholders need to understand the context
before they agree to go an a journey with you:
● How is the company performing? How is it performing in the
context of our industry?
● What are our strengths and weaknesses?
● Where does SEO fit in your marketing mix?
● What is our current website performance?
● Who are we fighting against?
● What did we do and what has worked?
The
Journey
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If you don’t know where to start, AI intelligence can help you
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Audit your website’s
current performance
Questions to answer:
● What do I want Google & bots to see?
● Are they seeing everything I want them to see?
● Is there crawl waste?
● Is my website architecture optimal?
● Should I block/remove some parts of the site?
Technical Audit
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Audit your website’s
current performance
Content Audit
Questions to answer:
● What do I want Google & bots to see?
● Are they seeing everything I want them to see?
● Is there crawl waste?
● Is my website architecture optimal?
● Should I block/remove some parts of the site?
Questions to answer:
● Is my content structured correctly (templates)?
● Is my keyword targeting on point?
● Are there gaps in my keyword/intent strategy?
● How do I compare to competitors?
● How is my current content performing?
● What content do I need to go where I want?
Technical Audit
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Real Example: % of Crawl Activity By Traditional and AI Search Bots (3 months)
Assess your situation across all platforms
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Ask your organization the right questions:
● Why do I need my website to be found by bots?
● Do I want AI models trained on my content?
● Which content do I want (or don’t want) models to
access and train on?
● Do I want AI search to find my newest content and
summarize it for consumers?
● Which content do I want AI bots to find and
prioritize? Which one should I block?
Understand bot traffic and build
a governance plan
Build a
Governance Plan
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Ask your organization the right questions:
● Why do I need my website to be found by bots?
● Do I want AI models trained on my content?
● Which content do I want (or don’t want) models to
access and train on?
● Do I want AI search to find my newest content and
summarize it for consumers?
● Which content do I want AI bots to find and
prioritize? Which one should I block?
Understand bot traffic and build
a governance plan
Build a
Governance Plan
Identify New
Opportunities
Once you have a good understanding of your
governance plan and visibility on what pages are
visible and not visible to bots, you can start optimizing
to ensure your critical content is being crawled and
correctly understood.
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The Destination
Setting the Objective
The big question here is: “what does success look like?”
This is true internally and externally (with vendors).
This should be specific to your overall company objectives,
industry, short, medium and long-term projects.
Examples:
● “We need to migrate from Shopify to Salesforce
Commerce Cloud in Q3 with less than 20% traffic loss”
● “We want to increase non-branded traffic to 40% of
overall traffic mix.”
The Plot
The
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The Plot
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The Roadmap
Mapping the Journey
It’s now time to map the path to your objective, to connect
where you are (Plot) with where you want to be (Destination).
● How are we going to achieve this?
● What should we prioritize?
● How does it help to achieve the company’s greater
objectives?
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Build your strategy around these core pillars
Existing Content
What type of content am I missing to target new
keywords and perform even better?
Technical Health
Can my website be discovered, crawled and indexed
efficiently by search and answer engines?
New Content
AI Search Readiness
How do I make sure we show up in AI search like
ChatGPT or Perplexity?
What can I do to maintain or improve the
performance of the content I already have?
Crawl Frequency Sitemaps Status Code Keywords Linking PDP, PLP
Intent Keyword Gap Facets Logs AI Governance AI traffic
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Align with your
company objectives
Website Health
● “Cleaning Up” for new product releases, upcoming
migrations, upcoming PIM change, etc…
Content Optimization
● ”Defending our brand against resellers to preserve our
margins and help our profitability efforts”
● “Help our net-new revenue growth efforts by pursuing new
keywords and different personas”
AI Search
● “Make sure we have first mover advantage and we’re ready
for all the new features that are about to release” (Shopping)
Prioritized by impact
Rank the issues you found by:
● Is it a critical issue?
● Lowest effort, maximum impact
● Number of platforms it will have an impact on
● Amount of convincing and developper time
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Rank the issues you found by:
● Is it a critical issue?
● Lowest effort, maximum impact
● Number of platforms it will have an impact on
● Amount of convincing and developper time
Prioritize
by impact
Use AI to help you speed up the process
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Your winning SEO roadmap
For each task: effort, impact,
timeline, planned time, specific
details (w/ additional reports),
owner, etc.
Create a list of tasks
Group tasks by month, quarter
and try to group them
thematically
Estimated time to complete
Make sure to have a
detailed timeline
Technical SEO objectives
Existing content objective
New content objectives
Group tasks by SEO
objective
Where we are?
Where we need to go
What’s blocking us
How we’re going to overcome
this
Summarize your story in
a deck
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Without a story,
your “strategy” is just a to-do list
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Roadmap & strategy vs list of tasks
Strategy: The story of where you are and where you’re going
Roadmap: How you’ll get there, step by step
● Endless checklist
● No purpose
● Tough to prioritize
● Tough to understand
● Tough to report on
“Last month we fixed 3xx/4xx inlinks because they’re
bad for you”
LIST OF TASKS
● Overarching themes
● Tied to company objectives (big or small)
● Easily prioritized based on most pressing
issue/objective
“Last month we finished cleaning up our internal
linking errors as part of the cleanup effort for our
upcoming Q3 migration. This will help transition
smoothly and avoid traffic loss.”
ROADMAP/STRATEGY
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Final product: a list of issues and solutions
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The Execution
The Journey
Execution is where most SEO projects fail.
We’ll cover the 2 main reasons why most SEO tasks do not get
implemented.
Make sure to take both into account, and strategize a way to
solve them!
35
Why most SEO initiatives end up failing
● One person to handle many topics (PPC, SEO,
Content, etc.)
● SEO manager focused on internal
coordination or internal projects
● Marketing manager with little or no SEO
experience
● Not enough overall SEO knowledge in-house
I don’t have the bandwidth or
knowledge to execute SEO
My optimizations are stuck in our
engineering backlog
● Tough to prove value or specific SEO tasks
prior to implementation
● Most SEOs do not speak the dev language
● Tech constraints on large websites can be
huge, and impact SEO.
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Make sure that hiring externally won’t
cost you more time
The right story has the power to unlock
budgets
● Show them what they can get!
● Tie everything back to a larger goal
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First step:
Show the size of the
prize!
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The full backlog conundrum
The Problem
Engineering teams
are involved in
many projects
As SEOs, we have
critical issues we
want to tackle fast
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Own the end-to-end
optimization process with
PageWorkers
● Make search optimizations to your website at scale
in just minutes with just a few clicks
● Reduce implementation time from months to
minutes, minimizing reliance on your dev team
● Test for the most impactful optimizations leveraging
split testing capabilities
● Maximize crawl budget faster by taking actions with
no delay
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Optimization example
3K+
SUCCESS STORY
meta titles and
descriptions updated
in a day
TIPS
Focus on template-level optimizations,
PDPs, PLPs
Follow the prioritization you already did
Use AI tools (Botify Assist) to easily identify
scalable optimizations
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+42%
+27% Impressions per optimized URL
+11%
Clicks per optimized URL
Click through rate
Leading retailer used
Botify Activation to create
and test content at scale
SUCCESS STORY
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Use Generative AI to
create content at
scale
Use AI to analyze
your first party data
and prioritize the
most impactful
optimizations
Example of an Agentic Workflow
Automate the
deployment of
changes to see
results faster
The Solution
Automate for Speed and Scale
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The Plot
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The Arrival
Your new baseline
to do it all over again
Traditional SEO and AI
search is an iterative process
● Now is the time to reflect on what you’ve
done and whether you’ve made it
● You also need to start all over again, and
adjust your strategy and roadmap to
newer objectives.
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Measure success with the right KPIs
Traffic KPIs
(clicks, impressions, sessions, etc.)
Revenue KPIs
(Conversions, revenue)
With the right tools, you’ll be able to access the right KPIs for every goal:
44
But don’t lose track of
your leading metrics
Number of canonicals self not equal
Number of 404 or 301 links
Number of crawls to non-200 URLs
And more…
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Evolve Your Roadmap and Story
to Stay Current
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Key Takeaways
Prove effectiveness as fast
as possible
Use automation to speed up your
time to market to prove ROI.
Equip yourself with the right
tools
Identify issues and fixes with the
right tool for the job.
Iterate, iterate, iterate
SEO and AI search is a never-ending
process. Keep fixing, testing and
improving fast.
Speak everyone’s language
Don’t assume everyone understands
SEO and AI search. Adapt your
message to match your audience's
understanding.
47
48
We’re here
to help
Vincent Moreau
https://www.linkedin.com/in/scalecrushvince/
Find me on LinkedIn
https://bit.ly/SEJ-consultation
49
Any questions?
Thank You!
Thank You!

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Do More With Less: How To Build An AI Search Strategy With Limited Resources

  • 1. 1
  • 3. 3 Challenges Faced By Teams Responsible for Search What we’re hearing from customers Too much to do, too few resources Change is happening to fast I have no control over my website I don’t know where to start
  • 6. 6 How many weekly users does ChatGPT have today? POLL
  • 8. 8 Traditional search relies on crawlers finding your pages and indexing them Pages that fail in the early part of the funnel won’t be indexed. And pages that aren’t indexed will never convert. CRAWL RENDER INDEX RANK CONVERT
  • 9. 9 User asks a question Limited answer due to lack of recent content to source it from LLM use static content to answer the question AI search relies on LLMs, models that are pre-trained on “static” content
  • 10. 10 On their own, Large Language Models are not up to date
  • 11. 11 User asks a question Augmented answer LLM use trained model with relevant fresh content Fresh content retrieval (RAG) Query Relevant fresh content How AI Search engines work today + Google scrapping + New indexes AI Search pulls fresh content from traditional indexes using Retrieval-Augmented Generation (RAG)
  • 12. 12 Do you know how often ChatGPT is crawling your site? POLL
  • 13. 13 OpenAI bot visits grew by 4x this year Source: Botify - volume of crawl from OpenAI across Botify’s customer base. All Bots Traffic Overtime (By SearchEngineGroups - SUM of Volumes)
  • 14. 14 Being crawled by OpenAI is a chance to be part of the conversation
  • 15. 15 Prioritize what will boost your visibility on all platforms at the same time! Optimize for all platforms The future of search is decentralized and fragmented, and you need to adapt. Stay informed Stay up-to-date by checking out reliable sources of information and stay alert for the latest info. Don’t believe too much hype! AI Search is hyped up by everyone, but most lack fundamental understanding of how the tech works. Monitor bot traffic Monitor, analyze and understand how bots interact with your website, and what you can do to improve.
  • 16. 16 02 Start with a story, end with a strategy
  • 17. 17 The Journey The R oadm ap T h e A r r i v a l T h e D e s t i n a t i o n The Plot People Love Stories ● Decision acceleration ● Memory retention ● Emotional connection Context and meaning ● Simplification
  • 18. 18 The Plot Setting the scene The Plot Your stakeholders need to understand the context before they agree to go an a journey with you: ● How is the company performing? How is it performing in the context of our industry? ● What are our strengths and weaknesses? ● Where does SEO fit in your marketing mix? ● What is our current website performance? ● Who are we fighting against? ● What did we do and what has worked? The Journey The R oadm ap T h e A r r i v a l T h e D e s t i n a t i o n
  • 19. 19 If you don’t know where to start, AI intelligence can help you
  • 20. 20 Audit your website’s current performance Questions to answer: ● What do I want Google & bots to see? ● Are they seeing everything I want them to see? ● Is there crawl waste? ● Is my website architecture optimal? ● Should I block/remove some parts of the site? Technical Audit
  • 21. 21 Audit your website’s current performance Content Audit Questions to answer: ● What do I want Google & bots to see? ● Are they seeing everything I want them to see? ● Is there crawl waste? ● Is my website architecture optimal? ● Should I block/remove some parts of the site? Questions to answer: ● Is my content structured correctly (templates)? ● Is my keyword targeting on point? ● Are there gaps in my keyword/intent strategy? ● How do I compare to competitors? ● How is my current content performing? ● What content do I need to go where I want? Technical Audit
  • 22. 22 Real Example: % of Crawl Activity By Traditional and AI Search Bots (3 months) Assess your situation across all platforms
  • 23. 23 Ask your organization the right questions: ● Why do I need my website to be found by bots? ● Do I want AI models trained on my content? ● Which content do I want (or don’t want) models to access and train on? ● Do I want AI search to find my newest content and summarize it for consumers? ● Which content do I want AI bots to find and prioritize? Which one should I block? Understand bot traffic and build a governance plan Build a Governance Plan
  • 24. 24 Ask your organization the right questions: ● Why do I need my website to be found by bots? ● Do I want AI models trained on my content? ● Which content do I want (or don’t want) models to access and train on? ● Do I want AI search to find my newest content and summarize it for consumers? ● Which content do I want AI bots to find and prioritize? Which one should I block? Understand bot traffic and build a governance plan Build a Governance Plan Identify New Opportunities Once you have a good understanding of your governance plan and visibility on what pages are visible and not visible to bots, you can start optimizing to ensure your critical content is being crawled and correctly understood.
  • 25. 25 The Destination Setting the Objective The big question here is: “what does success look like?” This is true internally and externally (with vendors). This should be specific to your overall company objectives, industry, short, medium and long-term projects. Examples: ● “We need to migrate from Shopify to Salesforce Commerce Cloud in Q3 with less than 20% traffic loss” ● “We want to increase non-branded traffic to 40% of overall traffic mix.” The Plot The Journey The R oadm ap T h e A r r i v a l T h e D e s t i n a t i o n
  • 26. 26 T h e D e s t i n a t i o n The Plot The Journey The R oadm ap T h e A r r i v a l The Roadmap Mapping the Journey It’s now time to map the path to your objective, to connect where you are (Plot) with where you want to be (Destination). ● How are we going to achieve this? ● What should we prioritize? ● How does it help to achieve the company’s greater objectives?
  • 27. 27 Build your strategy around these core pillars Existing Content What type of content am I missing to target new keywords and perform even better? Technical Health Can my website be discovered, crawled and indexed efficiently by search and answer engines? New Content AI Search Readiness How do I make sure we show up in AI search like ChatGPT or Perplexity? What can I do to maintain or improve the performance of the content I already have? Crawl Frequency Sitemaps Status Code Keywords Linking PDP, PLP Intent Keyword Gap Facets Logs AI Governance AI traffic
  • 28. 28 Align with your company objectives Website Health ● “Cleaning Up” for new product releases, upcoming migrations, upcoming PIM change, etc… Content Optimization ● ”Defending our brand against resellers to preserve our margins and help our profitability efforts” ● “Help our net-new revenue growth efforts by pursuing new keywords and different personas” AI Search ● “Make sure we have first mover advantage and we’re ready for all the new features that are about to release” (Shopping) Prioritized by impact Rank the issues you found by: ● Is it a critical issue? ● Lowest effort, maximum impact ● Number of platforms it will have an impact on ● Amount of convincing and developper time
  • 29. 29 Rank the issues you found by: ● Is it a critical issue? ● Lowest effort, maximum impact ● Number of platforms it will have an impact on ● Amount of convincing and developper time Prioritize by impact Use AI to help you speed up the process
  • 30. 30 Your winning SEO roadmap For each task: effort, impact, timeline, planned time, specific details (w/ additional reports), owner, etc. Create a list of tasks Group tasks by month, quarter and try to group them thematically Estimated time to complete Make sure to have a detailed timeline Technical SEO objectives Existing content objective New content objectives Group tasks by SEO objective Where we are? Where we need to go What’s blocking us How we’re going to overcome this Summarize your story in a deck
  • 31. 31 Without a story, your “strategy” is just a to-do list
  • 32. 32 Roadmap & strategy vs list of tasks Strategy: The story of where you are and where you’re going Roadmap: How you’ll get there, step by step ● Endless checklist ● No purpose ● Tough to prioritize ● Tough to understand ● Tough to report on “Last month we fixed 3xx/4xx inlinks because they’re bad for you” LIST OF TASKS ● Overarching themes ● Tied to company objectives (big or small) ● Easily prioritized based on most pressing issue/objective “Last month we finished cleaning up our internal linking errors as part of the cleanup effort for our upcoming Q3 migration. This will help transition smoothly and avoid traffic loss.” ROADMAP/STRATEGY
  • 33. 33 Final product: a list of issues and solutions
  • 34. 34 T h e D e s t i n a t i o n The Plot The Journey The R oadm ap T h e A r r i v a l The Execution The Journey Execution is where most SEO projects fail. We’ll cover the 2 main reasons why most SEO tasks do not get implemented. Make sure to take both into account, and strategize a way to solve them!
  • 35. 35 Why most SEO initiatives end up failing ● One person to handle many topics (PPC, SEO, Content, etc.) ● SEO manager focused on internal coordination or internal projects ● Marketing manager with little or no SEO experience ● Not enough overall SEO knowledge in-house I don’t have the bandwidth or knowledge to execute SEO My optimizations are stuck in our engineering backlog ● Tough to prove value or specific SEO tasks prior to implementation ● Most SEOs do not speak the dev language ● Tech constraints on large websites can be huge, and impact SEO.
  • 36. 36 Make sure that hiring externally won’t cost you more time The right story has the power to unlock budgets ● Show them what they can get! ● Tie everything back to a larger goal T h e D e s t i n a t i o n The Plot The Journey The R oadm ap T h e A r r i v a l First step: Show the size of the prize!
  • 37. 37 The full backlog conundrum The Problem Engineering teams are involved in many projects As SEOs, we have critical issues we want to tackle fast
  • 38. 38 Own the end-to-end optimization process with PageWorkers ● Make search optimizations to your website at scale in just minutes with just a few clicks ● Reduce implementation time from months to minutes, minimizing reliance on your dev team ● Test for the most impactful optimizations leveraging split testing capabilities ● Maximize crawl budget faster by taking actions with no delay
  • 39. 39 Optimization example 3K+ SUCCESS STORY meta titles and descriptions updated in a day TIPS Focus on template-level optimizations, PDPs, PLPs Follow the prioritization you already did Use AI tools (Botify Assist) to easily identify scalable optimizations
  • 40. 40 +42% +27% Impressions per optimized URL +11% Clicks per optimized URL Click through rate Leading retailer used Botify Activation to create and test content at scale SUCCESS STORY
  • 41. 41 Use Generative AI to create content at scale Use AI to analyze your first party data and prioritize the most impactful optimizations Example of an Agentic Workflow Automate the deployment of changes to see results faster The Solution Automate for Speed and Scale
  • 42. 42 T h e D e s t i n a t i o n The Plot The Journey The R oadm ap T h e A r r i v a l The Arrival Your new baseline to do it all over again Traditional SEO and AI search is an iterative process ● Now is the time to reflect on what you’ve done and whether you’ve made it ● You also need to start all over again, and adjust your strategy and roadmap to newer objectives.
  • 43. 43 Measure success with the right KPIs Traffic KPIs (clicks, impressions, sessions, etc.) Revenue KPIs (Conversions, revenue) With the right tools, you’ll be able to access the right KPIs for every goal:
  • 44. 44 But don’t lose track of your leading metrics Number of canonicals self not equal Number of 404 or 301 links Number of crawls to non-200 URLs And more…
  • 45. 45 Evolve Your Roadmap and Story to Stay Current
  • 46. 46 Key Takeaways Prove effectiveness as fast as possible Use automation to speed up your time to market to prove ROI. Equip yourself with the right tools Identify issues and fixes with the right tool for the job. Iterate, iterate, iterate SEO and AI search is a never-ending process. Keep fixing, testing and improving fast. Speak everyone’s language Don’t assume everyone understands SEO and AI search. Adapt your message to match your audience's understanding.
  • 47. 47
  • 48. 48 We’re here to help Vincent Moreau https://www.linkedin.com/in/scalecrushvince/ Find me on LinkedIn https://bit.ly/SEJ-consultation