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AI2DEV / www.ai2dev.com

Technical SEO

Audit AI crawlability, GEO files, indexation, and site-level signals.

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AI2DEV icon

Audited website

https://www.ai2dev.com

Last analyzed 10/24/2026, 4:03:03 PM

Technical health score

64

out of 100

Improvements recommended

Across 11 scored checks

Audit result

Passed

4

Healthy technical signals

Audit result

Warnings

6

Improvements recommended

Audit result

Failed

1

Visibility blockers found

Action plan

Highest visibility priorities

Start here for the changes most likely to improve discovery and eligibility.

3 prioritized
1

Canonical tags

high visibility impact

1 of 1 sampled pages have missing or conflicting canonicals.

Recommended next step

Add one self-referencing canonical to indexable pages and ensure it matches your HTTPS and www/non-www preference.

2

/llms.txt

high visibility impact

2 format issues detected.

Recommended next step

Keep the file focused, add one H1 and a short blockquote summary, and use only absolute links to your strongest canonical pages.

3

/robots.txt & AI directives

high visibility impact

0 of 5 AI agents have an explicit policy.

Recommended next step

Add explicit rules for retrieval and training crawlers. Allow the retrieval bots you want to surface your content and make a deliberate choice for training bots.

1

AI Crawlability & GEO Files

1 passed4 to review

AI-readable files, crawler access, bot policy, and sitemap readiness.

/llms.txt

Needs attentionhigh visibility impact

2 format issues detected.

A concise Markdown guide that helps AI systems understand your organization and find its most important pages.

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1

What this checks

A concise Markdown guide that helps AI systems understand your organization and find its most important pages.

2

Visibility impact

high visibility impact

A clear, valid file can reduce ambiguity when AI assistants discover and interpret your content. It is an emerging GEO signal, not a guarantee of inclusion.

3

Recommended action

Keep the file focused, add one H1 and a short blockquote summary, and use only absolute links to your strongest canonical pages.

Audit evidence

Technical values collected from the live website.

For developers

Url

https://www.ai2dev.com/llms.txt

Bytes

979 bytes

Has H1

No

Issues

Missing H1 heading
Missing blockquote summary

Link Count

0

Http Status

200 · Successful response

Has Blockquote

No

Absolute Urls Only

Yes

/llms-full.txt

Passedlow visibility impact

Optional extended AI-readable file is available.

An optional extended reference containing deeper documentation or supporting context for AI systems.

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1

What this checks

An optional extended reference containing deeper documentation or supporting context for AI systems.

2

Visibility impact

low visibility impact

This can help content-heavy sites provide richer context, but its absence does not prevent crawling or indexing.

3

Recommended action

No urgent change is needed. Continue monitoring this check after major site updates.

Audit evidence

Technical values collected from the live website.

For developers

Url

https://www.ai2dev.com/llms-full.txt

Bytes

979 bytes

Http Status

200 · Successful response

/robots.txt & AI directives

Needs attentionhigh visibility impact

0 of 5 AI agents have an explicit policy.

Checks whether major AI crawlers have clear, intentional access rules instead of relying only on a generic wildcard rule.

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1

What this checks

Checks whether major AI crawlers have clear, intentional access rules instead of relying only on a generic wildcard rule.

2

Visibility impact

high visibility impact

Blocking retrieval crawlers can prevent your pages from appearing in AI answers. Unclear rules also make your AI visibility policy harder to control.

3

Recommended action

Add explicit rules for retrieval and training crawlers. Allow the retrieval bots you want to surface your content and make a deliberate choice for training bots.

Crawler access policy

Explicit means the crawler has its own rule. Inherited means it follows the general * rule.

Live robots.txt evidence

OAI-SearchBot

retrieval · allowed

Inherited from *

PerplexityBot

retrieval · allowed

Inherited from *

GPTBot

training · allowed

Inherited from *

ClaudeBot

training · allowed

Inherited from *

Google-Extended

ai control · allowed

Inherited from *

Audit evidence

Technical values collected from the live website.

For developers

Url

https://www.ai2dev.com/robots.txt

Http Status

200 · Successful response

Valid Groups

1

AI Bot Policy

Policyhigh visibility impact

Retrieval and training crawler policies are shown separately.

Separates crawlers used to retrieve content for answers from crawlers that may collect content for model improvement.

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1

What this checks

Separates crawlers used to retrieve content for answers from crawlers that may collect content for model improvement.

2

Visibility impact

high visibility impact

Retrieval access is directly connected to whether supported AI search products can discover current pages. Training access is a separate business choice.

3

Recommended action

Review each bot individually. Avoid blocking retrieval by accident, and document the training policy that matches your organization’s preference.

Crawler access policy

Explicit means the crawler has its own rule. Inherited means it follows the general * rule.

Live robots.txt evidence

OAI-SearchBot

retrieval · allowed

Inherited from *

PerplexityBot

retrieval · allowed

Inherited from *

GPTBot

training · allowed

Inherited from *

ClaudeBot

training · allowed

Inherited from *

Google-Extended

ai control · allowed

Inherited from *

/sitemap.xml

Needs attentionhigh visibility impact

2 sitemap issues detected.

Checks whether search and AI crawlers can find a valid list of canonical site URLs and understand when pages changed.

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1

What this checks

Checks whether search and AI crawlers can find a valid list of canonical site URLs and understand when pages changed.

2

Visibility impact

high visibility impact

Missing, invalid, or broken sitemap URLs can slow discovery and leave important pages outside search and AI retrieval indexes.

3

Recommended action

Publish a valid XML sitemap containing live canonical URLs, include accurate lastmod dates, and remove redirected or broken pages.

Audit evidence

Technical values collected from the live website.

For developers

Url

https://www.ai2dev.com/sitemap.xml

Bytes

580 bytes

Issues

Invalid XML root
No URLs found

Url Count

0

Http Status

200 · Successful response

Content Type

text/html; charset=UTF-8

Lastmod Count

0

Sampled Url Count

0

/sitemap-index.xml

Needs attentionlow visibility impact

File exists but does not contain a sitemap index.

Checks for an index that organizes multiple sitemap files when the site is too large for one sitemap.

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1

What this checks

Checks for an index that organizes multiple sitemap files when the site is too large for one sitemap.

2

Visibility impact

low visibility impact

Large sites without a sitemap index can become harder to crawl completely. Smaller sites do not need one.

3

Recommended action

Use a sitemap index when you have multiple sitemaps or approach protocol limits; otherwise no action is required.

Audit evidence

Technical values collected from the live website.

For developers

Url

https://www.ai2dev.com/sitemap-index.xml

Required

No

Http Status

200 · Successful response

Sitemap Count

0
2

Crawlability & Indexation

3 passed3 to review

Index controls, canonicals, redirects, and hidden crawl restrictions.

robots.txt validity

Passedhigh visibility impact

1 valid user-agent group parsed.

Validates crawler rules and looks for directives that may accidentally hide CSS, JavaScript, or important site assets.

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1

What this checks

Validates crawler rules and looks for directives that may accidentally hide CSS, JavaScript, or important site assets.

2

Visibility impact

high visibility impact

Incorrect rules can block entire site areas or prevent crawlers from rendering pages accurately, reducing indexation and answer visibility.

3

Recommended action

No urgent change is needed. Continue monitoring this check after major site updates.

Audit evidence

Technical values collected from the live website.

For developers

Group Count

1

Meta robots tags

Passedhigh visibility impact

No restrictive directives found across 1 sampled key pages.

Looks for page-level instructions such as noindex, nofollow, and noarchive across a sample of important URLs.

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1

What this checks

Looks for page-level instructions such as noindex, nofollow, and noarchive across a sample of important URLs.

2

Visibility impact

high visibility impact

A noindex directive removes a page from eligible search results and can also eliminate it as a source for AI retrieval.

3

Recommended action

No urgent change is needed. Continue monitoring this check after major site updates.

Audit evidence

Technical values collected from the live website.

For developers

Sampled Pages

1

Canonical tags

Failedhigh visibility impact

1 of 1 sampled pages have missing or conflicting canonicals.

Checks whether each sampled page points to the preferred version of itself and uses one consistent hostname.

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1

What this checks

Checks whether each sampled page points to the preferred version of itself and uses one consistent hostname.

2

Visibility impact

high visibility impact

Missing or conflicting canonicals split authority across duplicate URLs and can cause crawlers to index the wrong version.

3

Recommended action

Add one self-referencing canonical to indexable pages and ensure it matches your HTTPS and www/non-www preference.

Audit evidence

Technical values collected from the live website.

For developers

Issues

Url: https://www.ai2dev.com · Status: 200 · Final Url: https://www.ai2dev.com/ · Canonical: null · Directives:

Sampled Pages

1

HTTP to HTTPS redirect

Passedmedium visibility impact

HTTP requests permanently redirect to HTTPS.

Verifies that insecure HTTP visits are permanently sent to the secure HTTPS version.

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1

What this checks

Verifies that insecure HTTP visits are permanently sent to the secure HTTPS version.

2

Visibility impact

medium visibility impact

A missing or temporary redirect can create duplicate versions, dilute page signals, and reduce trust for users and crawlers.

3

Recommended action

No urgent change is needed. Continue monitoring this check after major site updates.

Audit evidence

Technical values collected from the live website.

For developers

Location

https://www.ai2dev.com/

Tested Url

http://www.ai2dev.com

Http Status

301

www vs non-www

Needs attentionmedium visibility impact

The alternate hostname did not clearly redirect to the canonical version.

Checks that www and non-www addresses resolve to one preferred hostname instead of behaving like separate sites.

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1

What this checks

Checks that www and non-www addresses resolve to one preferred hostname instead of behaving like separate sites.

2

Visibility impact

medium visibility impact

Two accessible hostnames can duplicate content and divide links, crawl activity, and ranking signals.

3

Recommended action

Choose one hostname, permanently redirect the alternate version, and use the preferred hostname in canonicals and sitemaps.

Audit evidence

Technical values collected from the live website.

For developers

Alternate Url

https://ai2dev.com

Canonical Host

www.ai2dev.com

Alternate Status

200

Sitemap in robots.txt

Needs attentionmedium visibility impact

No Sitemap directive was found in robots.txt.

Checks whether robots.txt tells crawlers where the sitemap is located.

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1

What this checks

Checks whether robots.txt tells crawlers where the sitemap is located.

2

Visibility impact

medium visibility impact

The directive provides another reliable discovery path. Its absence is usually a missed optimization rather than a blocking issue.

3

Recommended action

Add an absolute Sitemap directive to robots.txt and confirm the referenced file returns a successful response.

Sitemap URL health uses a bounded sample to keep audits fast and safe. Each completed run is saved to this brand's audit history.