GEO Pilot – AI Search Optimization & llms.txt Security & Risk Analysis

wordpress.org/plugins/geo-pilot

Prepare your WordPress site for the AI Search era. Auto-generate a dynamic llms.txt file, optimize content for tokens, and rank in AI Overviews.

10 active installs v1.0.1 PHP 7.4+ WP 6.0+ Updated Jan 6, 2026
ai-seochatgptgeminigeollms-txt
100
A · Safe
CVEs total0
Unpatched0
Last CVENever
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Safety Verdict

Is GEO Pilot – AI Search Optimization & llms.txt Safe to Use in 2026?

Generally Safe

Score 100/100

GEO Pilot – AI Search Optimization & llms.txt has no known CVEs and is actively maintained. It's a solid choice for most WordPress installations.

No known CVEs Updated 2mo ago
Risk Assessment

The geo-pilot plugin v1.0.1 demonstrates a generally strong security posture based on the provided static analysis. It has zero known vulnerabilities and exhibits good development practices by utilizing prepared statements for all SQL queries and having a high percentage of properly escaped output. The presence of nonce and capability checks, although few, are positive indicators. Furthermore, the complete absence of identified taint flows and critical code signals suggest a well-hardened codebase against common injection and manipulation attacks.

Despite these strengths, the analysis reveals a concerning lack of attack surface points. With zero AJAX handlers, REST API routes, shortcodes, and cron events, it's difficult to fully assess the plugin's security in these common integration points. This might indicate a very simple plugin with limited functionality, or it could mean that any potential vulnerabilities in these areas are simply not discoverable through this analysis. The lack of external HTTP requests is also a positive, reducing the attack surface for supply chain risks.

Overall, the plugin appears to be secure due to its limited functionality and good coding practices. However, the minimal attack surface analysis presents a potential blind spot. While the historical lack of vulnerabilities is a very positive sign, it's essential to remember that even well-developed plugins can have undiscovered flaws, especially as they evolve. For a plugin with such a limited entry point profile, the current security assessment is favorable.

Vulnerabilities
None known

GEO Pilot – AI Search Optimization & llms.txt Security Vulnerabilities

No known vulnerabilities — this is a good sign.
Code Analysis
Analyzed Mar 17, 2026

GEO Pilot – AI Search Optimization & llms.txt Code Analysis

Dangerous Functions
0
Raw SQL Queries
0
0 prepared
Unescaped Output
1
13 escaped
Nonce Checks
1
Capability Checks
2
File Operations
0
External Requests
0
Bundled Libraries
0

Output Escaping

93% escaped14 total outputs
Attack Surface

GEO Pilot – AI Search Optimization & llms.txt Attack Surface

Entry Points0
Unprotected0
WordPress Hooks 9
actionplugins_loadedgeo-pilot.php:30
actionadmin_menugeo-pilot.php:42
actionadmin_initgeo-pilot.php:53
actionadd_meta_boxesincludes\class-editor-check.php:10
actionsave_postincludes\class-editor-check.php:11
actionenqueue_block_editor_assetsincludes\class-editor-check.php:12
actioninitincludes\class-llms-gen.php:10
filterquery_varsincludes\class-llms-gen.php:11
actiontemplate_redirectincludes\class-llms-gen.php:12
Maintenance & Trust

GEO Pilot – AI Search Optimization & llms.txt Maintenance & Trust

Maintenance Signals

WordPress version tested6.9.4
Last updatedJan 6, 2026
PHP min version7.4
Downloads116

Community Trust

Rating0/100
Number of ratings0
Active installs10
Developer Profile

GEO Pilot – AI Search Optimization & llms.txt Developer Profile

PipGEO

1 plugin · 10 total installs

94
trust score
Avg Security Score
100/100
Avg Patch Time
30 days
View full developer profile
Detection Fingerprints

How We Detect GEO Pilot – AI Search Optimization & llms.txt

Patterns used to identify this plugin on WordPress sites during automated security audits and web crawling.

Asset Fingerprints

Asset Paths
/wp-content/plugins/geo-pilot/assets/geo-warnings.js
Script Paths
/wp-content/plugins/geo-pilot/assets/geo-warnings.js
Version Parameters
geo-pilot/assets/geo-warnings.js?ver=

HTML / DOM Fingerprints

CSS Classes
geo-pilot-fluff-monitor
Data Attributes
name="geo_pilot_ai_summary"name="geo_pilot_meta_nonce"
Shortcode Output
<h1 style="margin-top:0;">🤖 GEO Pilot: AI Optimization</h1>
FAQ

Frequently Asked Questions about GEO Pilot – AI Search Optimization & llms.txt