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LL

llmscout-cli

PyPI·Infrastructure

llmscout-cli is a lightweight, zero-dependency command-line tool that performs 21 distinct checks related to LLM optimization, Generative Engine Optimization (GEO), and Answer Engine Optimization (AEO). Built with pure Python standard library, it helps developers and technical SEOs evaluate AI visibility, llms.txt compliance, and related technical factors without any runtime dependencies.

Open SourceMITCLI
Visit PyPI↗
1star
5features
2026since

Overview

5 features

llmscout-cli sits in PulseGate's CLI tools & terminal category. Manually checking LLM visibility, generative engine optimization, and AI SEO factors across many dimensions. It is built as an open-source project for developers. llmscout-cli is open source under the MIT license. llmscout-cli is available on the command line.

Behind llmscout-cli is Rudrendu Paul, and it first shipped in 2026. The project is developed in the open on GitHub with 35 commits in the last 90 days. Among its 5 catalogued features are LLM checker, GEO checker, and AEO checker.

Summary written by a language model from the project’s public pages.

  • ✓LLM checker
  • ✓GEO checker
  • ✓AEO checker
  • ✓AI SEO analysis
  • ✓Cross-platform
Tags
llm-optimizationgeo-checkeraeo-checkerai-seocli-tool
AI capabilities
Text

Built with & integrations

Runs on
CLI

Trust & compliance

License
MIT
Verified signals
✓HTTPS✓Open Source✓GitHub · ★ 1✓Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed22 Jul · 01:57 UTC
    llmscout-cli verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about llmscout-cli

What does llmscout-cli do?
Manually checking LLM visibility, generative engine optimization, and AI SEO factors across many dimensions. It is catalogued under CLI tools & terminal on PulseGate.
Who should use llmscout-cli?
llmscout-cli is an open-source project built for developers.
Is llmscout-cli free?
Yes — llmscout-cli is open source under the MIT license and free to use.
What platforms does llmscout-cli run on?
llmscout-cli runs on the command line.
Is llmscout-cli still maintained?
The GitHub repository shows 35 commits in the last 90 days.
Who makes llmscout-cli?
llmscout-cli is developed by Rudrendu Paul.
When did llmscout-cli launch?
llmscout-cli first shipped in 2026.
Is llmscout-cli open source?
Yes — llmscout-cli is open source under the MIT license, developed on GitHub.

At a glance

Platforms
Cli
Languages
English
Open source
Yes · ★ 1
License
MIT
First seen
22 Jul 2026
Built for
developers
Model
Open source
Solves
Manually checking LLM visibility, generative engine optimization, and AI SEO factors across many dimensions.

Registered as

GitHub
RudrenduPaul/LLMScout
PyPI
llmscout-cli

Developer

Rudrendu Paul
Small team
↗ GitHub

Open source

View on GitHub →
Stars
1
Forks
0
Open issues
0
Last commit
22 Jul 2026
Commits 90d
35
Contributors
2
Authorship
Small team
Default branch
main
Latest release
python-v0.2.1-retry · 19 Jul 2026

Live coverage

Identity confidence
Low · 64
Indexed
22 Jul 2026
Lifecycle
Alive
First seen
Jul 2026
Last seen
22 Jul 2026
Identity audit (13)
Slug
llmscout-cli-pypi-org
Lifecycle state recorded
22 Jul 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
22 Jul 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Name from
Written by a language model from the project's public pages.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
22 Jul 2026
Canonical URL
https://pypi.org/project/llmscout-cli

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