Report














AEO Score Report

askshepherd.ai
You're on the right track. Address the issues below to push into the top tier.
30
%

What We Found

We analysed the website askshepherd.ai using 15 queries to evaluate its AI Engine Optimisation (AEO) performance. The overall score is **30/100**, indicating a **Critical** grade, with no queries retrieving citation-ready content. The most pressing issue is the lack of relevant content for all tested queries; we recommend developing targeted, high-quality content specifically addressing the identified gaps, such as "best tools for integrate communications and documentation in one platform" and "top resources for linking related tasks and issues across diverse tools."

Score Breakdown
Module
Progress
Score
AI Access
Technical Access
7
/
7
Chunk Extractability
Content Quality
14
/
20
Answer Readiness
Content Quality
8
/
24
Query Alignment
Query Alignment
14
/
20
4
/
45
Schema Markup (SEO)
Technical Access
2
/
4
Priority Actions
1
No queries reach citation-ready status — combined score below threshold across all 15 queries
2
No matching content for 15 queries: "best tools for integrate communications and documentation in one platform", "best tools for manage firmware and hardware changes collaboratively", "top resources for linking related tasks and issues across diverse tools" and more
3
Brand invisible in top chunks for 8 queries — content retrieved but brand not mentioned
What's Working
Your content is broken into focused paragraphs that AI tools can easily lift and use
Most paragraphs stand on their own — AI can quote them without needing surrounding context
You have 14 question heading(s) followed by direct answers — exactly the format AI tools look for when responding to user queries
What's Working
Chunk Extractability
Content Quality
14
/
20
Findings
  • Your pages are quite short — AI tools tend to cite content that goes into depth on a topic. Consider expanding your key pages with more detail.
What's working
  • Your content is broken into focused paragraphs that AI tools can easily lift and use
  • Most paragraphs stand on their own — AI can quote them without needing surrounding context
3
You have an llms.txt file - this gives AI tools a clear map of your content
Answer Readiness
Content Quality
8
/
24
Findings
  • Your homepage doesn't clearly explain what Askshepherd does near the top. Add a simple sentence like 'Askshepherd is a [what you do]' or 'Askshepherd helps [audience] do X' — this is one of the strongest signals for getting cited by AI.
  • Your content has very few specific numbers or stats. AI tools tend to cite concrete claims over general ones — try including figures like percentages, counts, or comparisons where relevant.
2
  • You have 14 question heading(s) followed by direct answers — exactly the format AI tools look for when responding to user queries
3
Your content has very few specific numbers or stats. AI tools tend to cite concrete claims over general ones — try including figures like percentages, counts, or comparisons where relevant.
Query Alignment
Query Alignment
4
/
45
Findings
  • No queries reach citation-ready status — combined score below threshold across all 15 queries
  • No matching content for 15 queries: "best tools for integrate communications and documentation in one platform", "best tools for manage firmware and hardware changes collaboratively", "top resources for linking related tasks and issues across diverse tools" and more
  • Brand invisible in top chunks for 8 queries — content retrieved but brand not mentioned
Schema Markup (SEO)
Technical Access
2
/
4
Schema markup helps Google understand and classify page content — it's a search engine signal, not a direct AEO factor.
Findings
  • Your blog or article pages aren't marked up for search engines — this is a quick win for Google visibility
  • Your organisation details aren't defined for search engines — add your company name, website, and a short description
2
  • FAQ structured data is in place — Google can read your Q&A content directly
3
Your blog or article pages aren't marked up for search engines — this is a quick win for Google visibility
Query Alignment — 9 Query
Query
Retrieval
Brand
Status
top tools for auditing webflow sites for ai visibility
0.76
1.00
Content Present
best tools for Measure AI presence and visibility in search results
0.76
1.00
Content Present
tools for Audit Webflow sites for AI visibility
weak combined signal — improve both content match and brand presence
0.77
0.40
Gap
best tools for Optimize content for AI recommendations
0.78
0.60
Content Present
best tools for Diagnose issues preventing AI from citing your brand
strong content match but brand not present — competitor content may be retrieved instead
0.78
0.20
Gap
AI Visibility Infrastructure for Webflow vs SEO
0.80
1.00
Content Present
AI Visibility Infrastructure for Webflow vs SEO
strong content match but brand not present — competitor content may be retrieved instead
0.72
0.72
Gap
how to obtain practical solutions for content organization
content found but brand not mentioned in top retrieved chunks
0.68
0.20
Gap

Query Alignment — 15 Queries

QueryRetrievalBrandStatus
best tools for integrate communications and documentation in one platform
content not found — no page answers this query
0.400.22Gap
best tools for manage firmware and hardware changes collaboratively
content not found — no page answers this query
0.410.00Gap
top resources for linking related tasks and issues across diverse tools
content not found — no page answers this query
0.380.00Gap
best tools for track project updates and approvals in real-time
content not found — no page answers this query
0.410.19Gap
top software for integrating communication and documentation into a single platform
content not found — no page answers this query
0.380.23Gap
best tools for trace decisions across research and development domains
content not found — no page answers this query
0.510.15Gap
leading tools for associating related tasks and issues among different platforms
content not found — no page answers this query
0.350.20Gap
methods for unifying communications and documentation on a single platform
content not found — no page answers this query
0.360.20Gap
best tools for link related tasks and issues across different tools
content not found — no page answers this query
0.330.18Gap
how to track project updates and approvals in real-time
content not found — no page answers this query
0.430.34Gap
top resources for collaborative firmware and hardware change management
content not found — no page answers this query
0.440.14Gap
leading tools for jointly managing firmware and hardware updates
content not found — no page answers this query
0.390.17Gap
top resources for real-time project update and approval tracking
content not found — no page answers this query
0.390.17Gap
leading tools for unifying communications and documentation in one system
content not found — no page answers this query
0.360.20Gap
software for connecting associated tasks and issues across various platforms
content not found — no page answers this query
0.360.21Gap

Frequently Asked Questions

Clear answers to the most common questions about Flozi, features, and getting started.
Why is my website not showing in ChatGPT?

Because AI systems only select content they can directly use as answers. If your content doesn’t match queries or isn’t structured clearly, it won’t be picked.

What is an AEO audit?

It’s an analysis of how your content performs in AI systems—showing what gets selected, what doesn’t, and why.

How is this different from SEO?

SEO focuses on ranking pages. AEO focuses on being selected and used in AI-generated answers.