Technical SEO & AI Search Audit for SaaS by Kevine NzapdiTechnical SEO & AI Search Audit for SaaS by Kevine Nzapdi
Technical SEO & AI Search Audit for SaaSKevine Nzapdi
Your website may publish valuable content and still struggle to attract qualified organic traffic.
Important pages may not be indexed correctly. Search engines may misunderstand the site structure. Several pages may compete for the same query. Product and documentation content may be disconnected. AI-assisted search experiences may also struggle to identify what your company offers, who it serves and why its information should be referenced.
I conduct evidence-based technical SEO and AI Search audits for SaaS companies, developer tools, API products and technically complex B2B websites.
The audit connects traditional search performance with the emerging ways people discover products through Google AI Overviews, ChatGPT, Perplexity and other AI-assisted search experiences.
You receive a prioritized, implementation-ready roadmap rather than an unfiltered export from an SEO tool.
This service is useful when
This audit can help if:
Organic traffic has declined or stopped growing
Important product or commercial pages are not ranking
Pages are crawled but not indexed
Search Console reports indexing or canonicalization problems
A redesign, migration or CMS change affected visibility
Your website contains broken redirects, duplicate pages or crawl waste
Core Web Vitals or mobile performance are weak
Several pages compete for the same search intent
Blog traffic does not lead users toward the product
Product, integration and documentation content are disconnected
Search engines struggle to understand your product or category
Competitors appear more frequently in search and AI-generated answers
Your brand is missing or inaccurately described in AI-assisted search
Your content ranks but rarely earns clicks
Your team publishes content without a clear topic or internal-linking structure
You are preparing a website migration, redesign or product launch
You need to prioritize SEO work before investing in implementation
An automated SEO report produced hundreds of warnings without explaining what matters
You want to evaluate AI-search readiness without relying on hype or unsupported guarantees
Who this service is for
The service is particularly suited to:
B2B SaaS companies
Developer tools
API and integration platforms
AI products
Fintech and health-tech platforms
Headless CMS products
Technical startups
Subscription software
Knowledge-intensive service businesses
WordPress, headless CMS and custom-built websites
Product-led companies with blogs, documentation and integration pages
The audit can evaluate an entire small website or selected sections of a larger domain.
What I evaluate
The final audit criteria are selected according to your website, technology, business model and objectives.
1. Crawlability and indexation
I examine whether search engines can efficiently discover, crawl, render and index the pages that matter.
The review may include:
HTTP status codes
Robots.txt directives
Meta robots directives
XML sitemaps
Canonical tags
Redirects and redirect chains
Broken internal links
Orphaned pages
Duplicate and near-duplicate URLs
Crawl depth
Parameter and faceted URLs
Pagination
JavaScript rendering concerns
Index coverage
Soft 404s
Search Console indexing patterns
Accidental staging or development URLs
Hreflang implementation, where applicable
2. Site architecture and internal linking
I assess whether the website communicates clear relationships between its products, features, use cases, industries, integrations, documentation and educational content.
This may cover:
Navigation hierarchy
URL structure
Topic clusters
Internal-link distribution
Contextual links
Breadcrumbs
Hub and supporting pages
Product-to-content pathways
Blog-to-product pathways
Documentation discoverability
Integration and comparison-page architecture
Pages receiving insufficient internal authority
Important content buried too deeply within the site
3. On-page SEO
I review whether important pages clearly satisfy their intended search purpose.
The evaluation may include:
Page titles
Meta descriptions
Heading structure
Search-intent alignment
Content hierarchy
Topical coverage
Image optimization
Descriptive anchor text
Duplicate metadata
Thin or overlapping pages
Content freshness
Keyword cannibalization
Product and feature terminology
Calls to action and next-step pathways
SERP presentation and click-through opportunities
4. Technical performance
I identify technical conditions that may affect crawling, page experience or organic performance.
Depending on the site, this may include:
Core Web Vitals
Mobile performance
Largest Contentful Paint
Interaction to Next Paint
Cumulative Layout Shift
Image weight and delivery
JavaScript and CSS overhead
Caching
Lazy loading
Render-blocking resources
Third-party scripts
Mobile usability
HTTPS and mixed-content issues
The audit identifies and prioritizes relevant performance concerns. It does not automatically include implementing code-level fixes.
5. Structured data and entity clarity
I examine whether structured data is valid, relevant and consistent with the visible content.
The review may include:
Organization schema
SoftwareApplication schema
Product schema
Article schema
Breadcrumb schema
FAQ-related structured data where eligible and appropriate
Author and publisher information
Entity relationships
Brand and product naming consistency
SameAs references
Schema validation errors
Conflicting structured data
Unsupported or misleading markup
Structured data can improve machine understanding and eligibility for certain search features, but it does not guarantee rankings, rich results or AI citations.
6. Content architecture and search demand
I assess whether the site covers the questions and decision stages relevant to its audience.
This may include:
Informational and commercial search intent
Product-category coverage
Feature and use-case pages
Industry and persona pages
Integration content
Alternatives and comparison content
Tutorials and educational resources
Documentation and help content
Content gaps
Topic overlap
Funnel coverage
Existing pages with improvement potential
Opportunities to consolidate competing content
Pages that attract irrelevant rather than qualified traffic
7. SaaS conversion pathways
Organic visibility has limited value if visitors cannot understand the product or move toward an appropriate next step.
I review the connection between:
Educational content and product pages
Product pages and documentation
Feature pages and use cases
Integration pages and onboarding
Comparison content and evaluation
Organic landing pages and calls to action
Search intent and the page’s next logical action
This is a search-focused evaluation of organic pathways, not a complete conversion-rate optimization or UX audit.
8. AI Search and answer readiness
I evaluate how clearly your website communicates its products, expertise, entities and supporting evidence to systems that retrieve, summarize or cite web content.
The review may include:
Accessibility of important content to relevant crawlers
Server-side versus client-side content availability
Brand and product entity clarity
Clear definitions and explanatory passages
Factual consistency across the website
Source attribution and evidence
Author and organizational transparency
Structured content and semantic hierarchy
Topic and entity relationships
Quotable answer passages
Original research, examples and first-hand evidence
Documentation and knowledge-base accessibility
Structured data
Brand mentions and supporting external signals
Content gaps affecting answer coverage
AI-search competitor observations
Sample query and prompt testing where appropriate
AI-generated responses can vary by model, location, account, date and retrieval behaviour. Any prompt observations included in the audit will be documented as time-specific evidence rather than permanent rankings.
9. Search analytics and performance evidence
If access is provided, I use available first-party data to distinguish material problems from theoretical warnings.
This can include:
Google Search Console
Google Analytics 4
Landing-page performance
Query and page trends
Click-through rates
Indexing reports
Device and country patterns
Branded versus non-branded visibility
Pages gaining or losing traffic
Conversion or engagement information, where configured
Historical changes around migrations, releases or redesigns
What you receive
1. Technical SEO audit report
A structured report explaining the relevant technical, architectural, on-page and content issues found.
2. AI Search readiness assessment
An evidence-based assessment of how clearly the site communicates its entities, expertise and answers across conventional and AI-assisted discovery.
3. Search performance analysis
Where data access is available, an analysis of relevant Search Console and analytics patterns, including important gains, losses and missed opportunities.
4. Crawl and indexation findings
A documented review of crawlability, indexation, canonicalization, redirects, sitemaps and other applicable technical signals.
5. Content and search-intent gap analysis
Identification of missing, overlapping, outdated or poorly aligned pages across important topics and customer-journey stages.
6. Internal-linking and architecture recommendations
Recommendations for connecting product pages, documentation, integrations, use cases and educational content more effectively.
7. Structured data recommendations
A review of existing markup and recommendations for correcting or expanding structured data where it is justified.
8. Annotated evidence
Screenshots, URL examples, crawl evidence and relevant data supporting material findings.
9. Prioritized implementation roadmap
An actionable backlog organized according to factors such as:
Business impact
Search impact
Severity
Affected templates or pages
Expected effort
Dependencies
Recommended owner
Suggested order of implementation
10. Findings walkthrough
A live call presenting the most important findings, explaining the priorities and answering questions from your team.
11. Clarification period
One round of clarification after delivery is included for questions about individual findings or recommendations.
My audit process
1. Discovery and access review
We confirm your product, audience, business goals, website technology, target markets and known search concerns.
2. Scope definition
I review the approximate site size, templates, subdomains, documentation properties and data availability before confirming the quote and timeline.
3. Technical crawl and diagnostic review
I crawl the agreed website sections and examine relevant technical signals, indexation patterns and page relationships.
4. Search and content analysis
I review search intent, landing-page performance, topic coverage, internal linking and the relationship between content and commercial pages.
5. AI Search assessment
I evaluate technical accessibility, entity clarity, structured content, source signals and selected AI-assisted search observations.
6. Evidence validation
Where access is available, I compare crawl findings with Google Search Console, GA4 and other relevant first-party evidence.
7. Prioritization
I separate material issues from low-value tool warnings and organize recommendations by impact, effort and dependency.
8. Report delivery and walkthrough
You receive the completed report, implementation roadmap and findings presentation.
What I need from you
Please provide:
Your website and relevant subdomains
A description of the product and target customers
Priority countries or languages
Main products, features or services
Known SEO concerns
Important competitors
Recent redesign, migration or CMS information
Google Search Console access
Google Analytics 4 access, if available
Access to relevant SEO tools, if required
Documentation or knowledge-base links
Conversion goals or important organic actions
Previous audits or migration records, if available
A technical contact for implementation questions
Any launch, migration or reporting deadline
Read-only access is sufficient for analytics and search-platform review. Please do not provide passwords through ordinary messages.
Scope, pricing and timeline
Every website differs in size, technology, number of templates, subdomains, languages and data availability. I provide a custom quote after reviewing the site and confirming the required audit depth.
Pricing and delivery time may depend on:
Number of crawlable URLs
Number of domains or subdomains
Website platform and rendering architecture
Number of languages or markets
Documentation and knowledge-base scope
Analytics and Search Console availability
Migration history
Competitor-analysis requirements
Number of page templates
Expected report depth
Stakeholder and presentation requirements
Most focused audits are completed within two weeks after access and project information have been provided. Large, multilingual or technically complex websites may require additional time.
The final proposal will define the included domains, subdomains, markets, data sources, deliverables, timeline and clarification period.
What is not included
Unless separately agreed, this service does not include:
Implementing every recommendation
Ongoing monthly SEO management
Writing all recommended content
Full website redesign
Digital PR or link acquisition
Paid advertising
Guaranteed rankings
Guaranteed traffic growth
Guaranteed rich results
Guaranteed inclusion in AI-generated answers
Guaranteed citations from ChatGPT, Perplexity, Claude, Gemini or Google AI Overviews
Security or penetration testing
Complete conversion-rate optimization
Formal accessibility certification
Unlimited revisions or meetings
Technical implementation, content updates, documentation improvements, WordPress work or headless CMS changes can be scoped separately after the audit.
Send me your website, target market, main SaaS product and the search problem you are trying to solve. I will review the approximate scope and recommend the appropriate audit structure before providing a quote.
Technical SEO & AI Search Audit for SaaSKevine Nzapdi
Contact for pricing
Duration2 weeks
Tags
Ahrefs
Google Search Console
Screaming Frog SEO Spider
SEMrush
SEO Audit
SEO Specialist
Technical SEO
AEO
AI Search
Your website may publish valuable content and still struggle to attract qualified organic traffic.
Important pages may not be indexed correctly. Search engines may misunderstand the site structure. Several pages may compete for the same query. Product and documentation content may be disconnected. AI-assisted search experiences may also struggle to identify what your company offers, who it serves and why its information should be referenced.
I conduct evidence-based technical SEO and AI Search audits for SaaS companies, developer tools, API products and technically complex B2B websites.
The audit connects traditional search performance with the emerging ways people discover products through Google AI Overviews, ChatGPT, Perplexity and other AI-assisted search experiences.
You receive a prioritized, implementation-ready roadmap rather than an unfiltered export from an SEO tool.
This service is useful when
This audit can help if:
Organic traffic has declined or stopped growing
Important product or commercial pages are not ranking
Pages are crawled but not indexed
Search Console reports indexing or canonicalization problems
A redesign, migration or CMS change affected visibility
Your website contains broken redirects, duplicate pages or crawl waste
Core Web Vitals or mobile performance are weak
Several pages compete for the same search intent
Blog traffic does not lead users toward the product
Product, integration and documentation content are disconnected
Search engines struggle to understand your product or category
Competitors appear more frequently in search and AI-generated answers
Your brand is missing or inaccurately described in AI-assisted search
Your content ranks but rarely earns clicks
Your team publishes content without a clear topic or internal-linking structure
You are preparing a website migration, redesign or product launch
You need to prioritize SEO work before investing in implementation
An automated SEO report produced hundreds of warnings without explaining what matters
You want to evaluate AI-search readiness without relying on hype or unsupported guarantees
Who this service is for
The service is particularly suited to:
B2B SaaS companies
Developer tools
API and integration platforms
AI products
Fintech and health-tech platforms
Headless CMS products
Technical startups
Subscription software
Knowledge-intensive service businesses
WordPress, headless CMS and custom-built websites
Product-led companies with blogs, documentation and integration pages
The audit can evaluate an entire small website or selected sections of a larger domain.
What I evaluate
The final audit criteria are selected according to your website, technology, business model and objectives.
1. Crawlability and indexation
I examine whether search engines can efficiently discover, crawl, render and index the pages that matter.
The review may include:
HTTP status codes
Robots.txt directives
Meta robots directives
XML sitemaps
Canonical tags
Redirects and redirect chains
Broken internal links
Orphaned pages
Duplicate and near-duplicate URLs
Crawl depth
Parameter and faceted URLs
Pagination
JavaScript rendering concerns
Index coverage
Soft 404s
Search Console indexing patterns
Accidental staging or development URLs
Hreflang implementation, where applicable
2. Site architecture and internal linking
I assess whether the website communicates clear relationships between its products, features, use cases, industries, integrations, documentation and educational content.
This may cover:
Navigation hierarchy
URL structure
Topic clusters
Internal-link distribution
Contextual links
Breadcrumbs
Hub and supporting pages
Product-to-content pathways
Blog-to-product pathways
Documentation discoverability
Integration and comparison-page architecture
Pages receiving insufficient internal authority
Important content buried too deeply within the site
3. On-page SEO
I review whether important pages clearly satisfy their intended search purpose.
The evaluation may include:
Page titles
Meta descriptions
Heading structure
Search-intent alignment
Content hierarchy
Topical coverage
Image optimization
Descriptive anchor text
Duplicate metadata
Thin or overlapping pages
Content freshness
Keyword cannibalization
Product and feature terminology
Calls to action and next-step pathways
SERP presentation and click-through opportunities
4. Technical performance
I identify technical conditions that may affect crawling, page experience or organic performance.
Depending on the site, this may include:
Core Web Vitals
Mobile performance
Largest Contentful Paint
Interaction to Next Paint
Cumulative Layout Shift
Image weight and delivery
JavaScript and CSS overhead
Caching
Lazy loading
Render-blocking resources
Third-party scripts
Mobile usability
HTTPS and mixed-content issues
The audit identifies and prioritizes relevant performance concerns. It does not automatically include implementing code-level fixes.
5. Structured data and entity clarity
I examine whether structured data is valid, relevant and consistent with the visible content.
The review may include:
Organization schema
SoftwareApplication schema
Product schema
Article schema
Breadcrumb schema
FAQ-related structured data where eligible and appropriate
Author and publisher information
Entity relationships
Brand and product naming consistency
SameAs references
Schema validation errors
Conflicting structured data
Unsupported or misleading markup
Structured data can improve machine understanding and eligibility for certain search features, but it does not guarantee rankings, rich results or AI citations.
6. Content architecture and search demand
I assess whether the site covers the questions and decision stages relevant to its audience.
This may include:
Informational and commercial search intent
Product-category coverage
Feature and use-case pages
Industry and persona pages
Integration content
Alternatives and comparison content
Tutorials and educational resources
Documentation and help content
Content gaps
Topic overlap
Funnel coverage
Existing pages with improvement potential
Opportunities to consolidate competing content
Pages that attract irrelevant rather than qualified traffic
7. SaaS conversion pathways
Organic visibility has limited value if visitors cannot understand the product or move toward an appropriate next step.
I review the connection between:
Educational content and product pages
Product pages and documentation
Feature pages and use cases
Integration pages and onboarding
Comparison content and evaluation
Organic landing pages and calls to action
Search intent and the page’s next logical action
This is a search-focused evaluation of organic pathways, not a complete conversion-rate optimization or UX audit.
8. AI Search and answer readiness
I evaluate how clearly your website communicates its products, expertise, entities and supporting evidence to systems that retrieve, summarize or cite web content.
The review may include:
Accessibility of important content to relevant crawlers
Server-side versus client-side content availability
Brand and product entity clarity
Clear definitions and explanatory passages
Factual consistency across the website
Source attribution and evidence
Author and organizational transparency
Structured content and semantic hierarchy
Topic and entity relationships
Quotable answer passages
Original research, examples and first-hand evidence
Documentation and knowledge-base accessibility
Structured data
Brand mentions and supporting external signals
Content gaps affecting answer coverage
AI-search competitor observations
Sample query and prompt testing where appropriate
AI-generated responses can vary by model, location, account, date and retrieval behaviour. Any prompt observations included in the audit will be documented as time-specific evidence rather than permanent rankings.
9. Search analytics and performance evidence
If access is provided, I use available first-party data to distinguish material problems from theoretical warnings.
This can include:
Google Search Console
Google Analytics 4
Landing-page performance
Query and page trends
Click-through rates
Indexing reports
Device and country patterns
Branded versus non-branded visibility
Pages gaining or losing traffic
Conversion or engagement information, where configured
Historical changes around migrations, releases or redesigns
What you receive
1. Technical SEO audit report
A structured report explaining the relevant technical, architectural, on-page and content issues found.
2. AI Search readiness assessment
An evidence-based assessment of how clearly the site communicates its entities, expertise and answers across conventional and AI-assisted discovery.
3. Search performance analysis
Where data access is available, an analysis of relevant Search Console and analytics patterns, including important gains, losses and missed opportunities.
4. Crawl and indexation findings
A documented review of crawlability, indexation, canonicalization, redirects, sitemaps and other applicable technical signals.
5. Content and search-intent gap analysis
Identification of missing, overlapping, outdated or poorly aligned pages across important topics and customer-journey stages.
6. Internal-linking and architecture recommendations
Recommendations for connecting product pages, documentation, integrations, use cases and educational content more effectively.
7. Structured data recommendations
A review of existing markup and recommendations for correcting or expanding structured data where it is justified.
8. Annotated evidence
Screenshots, URL examples, crawl evidence and relevant data supporting material findings.
9. Prioritized implementation roadmap
An actionable backlog organized according to factors such as:
Business impact
Search impact
Severity
Affected templates or pages
Expected effort
Dependencies
Recommended owner
Suggested order of implementation
10. Findings walkthrough
A live call presenting the most important findings, explaining the priorities and answering questions from your team.
11. Clarification period
One round of clarification after delivery is included for questions about individual findings or recommendations.
My audit process
1. Discovery and access review
We confirm your product, audience, business goals, website technology, target markets and known search concerns.
2. Scope definition
I review the approximate site size, templates, subdomains, documentation properties and data availability before confirming the quote and timeline.
3. Technical crawl and diagnostic review
I crawl the agreed website sections and examine relevant technical signals, indexation patterns and page relationships.
4. Search and content analysis
I review search intent, landing-page performance, topic coverage, internal linking and the relationship between content and commercial pages.
5. AI Search assessment
I evaluate technical accessibility, entity clarity, structured content, source signals and selected AI-assisted search observations.
6. Evidence validation
Where access is available, I compare crawl findings with Google Search Console, GA4 and other relevant first-party evidence.
7. Prioritization
I separate material issues from low-value tool warnings and organize recommendations by impact, effort and dependency.
8. Report delivery and walkthrough
You receive the completed report, implementation roadmap and findings presentation.
What I need from you
Please provide:
Your website and relevant subdomains
A description of the product and target customers
Priority countries or languages
Main products, features or services
Known SEO concerns
Important competitors
Recent redesign, migration or CMS information
Google Search Console access
Google Analytics 4 access, if available
Access to relevant SEO tools, if required
Documentation or knowledge-base links
Conversion goals or important organic actions
Previous audits or migration records, if available
A technical contact for implementation questions
Any launch, migration or reporting deadline
Read-only access is sufficient for analytics and search-platform review. Please do not provide passwords through ordinary messages.
Scope, pricing and timeline
Every website differs in size, technology, number of templates, subdomains, languages and data availability. I provide a custom quote after reviewing the site and confirming the required audit depth.
Pricing and delivery time may depend on:
Number of crawlable URLs
Number of domains or subdomains
Website platform and rendering architecture
Number of languages or markets
Documentation and knowledge-base scope
Analytics and Search Console availability
Migration history
Competitor-analysis requirements
Number of page templates
Expected report depth
Stakeholder and presentation requirements
Most focused audits are completed within two weeks after access and project information have been provided. Large, multilingual or technically complex websites may require additional time.
The final proposal will define the included domains, subdomains, markets, data sources, deliverables, timeline and clarification period.
What is not included
Unless separately agreed, this service does not include:
Implementing every recommendation
Ongoing monthly SEO management
Writing all recommended content
Full website redesign
Digital PR or link acquisition
Paid advertising
Guaranteed rankings
Guaranteed traffic growth
Guaranteed rich results
Guaranteed inclusion in AI-generated answers
Guaranteed citations from ChatGPT, Perplexity, Claude, Gemini or Google AI Overviews
Security or penetration testing
Complete conversion-rate optimization
Formal accessibility certification
Unlimited revisions or meetings
Technical implementation, content updates, documentation improvements, WordPress work or headless CMS changes can be scoped separately after the audit.
Send me your website, target market, main SaaS product and the search problem you are trying to solve. I will review the approximate scope and recommend the appropriate audit structure before providing a quote.