Report














AEO Score Report

codag.ai
You're on the right track. Address the issues below to push into the top tier.
64
%

What We Found

We analysed the website codag.ai, testing 15 queries with AI retrieving 8 results. The overall AEO score is 64/100, indicating a Good performance but highlighting room for improvement in query retrieval rates. The most significant issue is that the homepage lacks a clear description of what Codag does; adding a straightforward statement like 'Codag helps [audience] do X' will enhance citation potential significantly.

Score Breakdown
Module
Progress
Score
AI Access
Technical Access
7
/
7
Chunk Extractability
Content Quality
20
/
20
Answer Readiness
Content Quality
8
/
24
Query Alignment
Query Alignment
20
/
20
27
/
45
Schema Markup (SEO)
Technical Access
2
/
4
Priority Actions
1
Your homepage doesn't clearly explain what Codag does near the top. Add a simple sentence like 'Codag is a [what you do]' or 'Codag helps [audience] do X' — this is one of the strongest signals for getting cited by AI.
2
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.
3
No matching content for 12 queries: "best tools for debug AI agents more efficiently", "best tools for improve context retrieval for AI", "best tools for compress large log files" and more
What's Working
8/15 queries are citation-ready
Brand present in most retrieved chunks (avg B: 1.00)
Your content is broken into focused paragraphs that AI tools can easily lift and use
What's Working
Chunk Extractability
Content Quality
20
/
20
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 in-depth pages — detailed content signals authority to AI tools
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 Codag does near the top. Add a simple sentence like 'Codag is a [what you do]' or 'Codag 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 5 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
27
/
45
Findings
  • No matching content for 12 queries: "best tools for debug AI agents more efficiently", "best tools for improve context retrieval for AI", "best tools for compress large log files" and more
What's working
  • 8/15 queries are citation-ready
  • Brand present in most retrieved chunks (avg B: 1.00)
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
  • No FAQ structured data found — adding this helps Google display your answers prominently in search results
2
  • Blog and article pages are marked up correctly for search engines
  • Your organisation details are correctly defined for search engines
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 debug AI agents more efficiently
content not found — no page answers this query
0.431.00Gap
best tools for improve context retrieval for AI
content not found — no page answers this query
0.291.00Gap
best tools for compress large log files
content not found — no page answers this query
0.471.00Content Present
best tools for reduce log token usage
content not found — no page answers this query
0.531.00Content Present
best tools for extract relevant log lines
content not found — no page answers this query
0.461.00Gap
how to reduce log token usage
content not found — no page answers this query
0.491.00Content Present
top software for efficient ai agent debugging
content not found — no page answers this query
0.471.00Gap
best applications for debugging ai agents effectively
content not found — no page answers this query
0.421.00Gap
log compression for AI agents for AI developers0.601.00Content Present
best log compression for AI agents0.631.00Content Present
best log compression tools for ai agents in 20260.621.00Content Present
best applications to decrease log token usage
content not found — no page answers this query
0.521.00Content Present
how to extract relevant log lines
content not found — no page answers this query
0.431.00Gap
log compression for AI agents vs SEO
content not found — no page answers this query
0.541.00Content Present
methods to boost context retrieval in ai
content not found — no page answers this query
0.311.00Gap

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.