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gtstudio/module-llmo
====================

LLMO (Large Language Model Optimization) for Magento 2. ACP-style product feed, schema validation, AI crawler controls, AI-ready content fields, attribution and conversion tracking, campaign abstraction for AI ads, and an LLMO visibility dashboard.

1.0.1(2mo ago)02MITPHPPHP >=8.1

Since May 15Pushed 2mo agoCompare

[ Source](https://github.com/gabrielgts/module-llmo)[ Packagist](https://packagist.org/packages/gtstudio/module-llmo)[ RSS](/packages/gtstudio-module-llmo/feed)WikiDiscussions main Synced 1w ago

READMEChangelogDependencies (2)Versions (3)Used By (0)

Gtstudio\_Llmo
==============

[](#gtstudio_llmo)

Large Language Model Optimization (LLMO) for Magento 2 — the AI-shopping equivalent of SEO. Surfaces your catalog to ChatGPT, Claude, Perplexity, Google AI Overviews, and emerging agentic-commerce platforms via a structured product feed; controls which AI crawlers are allowed; attributes orders to AI traffic; and reports visibility on a dedicated dashboard.

AI Studio Ecosystem
-------------------

[](#ai-studio-ecosystem)

Part of the **AI Studio** suite for Magento 2. See all modules:

ModuleRepositoryDescription**Gtstudio\_AiConnector**[module-aiconnector](https://github.com/gabrielgts/module-aiconnector)Core AI provider abstraction**Gtstudio\_AiAgents**[module-ai-agents](https://github.com/gabrielgts/module-ai-agents)Agent & tool orchestration, cron scheduling, execution log**Gtstudio\_AiWidgets**[module-ai-widgets](https://github.com/gabrielgts/module-ai-widgets)Floating admin chat widget + PageBuilder AI generator**Gtstudio\_AiDataQuery**[module-ai-data-query](https://github.com/gabrielgts/module-ai-data-query)Natural-language store analytics (privacy-first)**Gtstudio\_AiKnowledgeBase**[module-ai-knowledge-base](https://github.com/gabrielgts/module-ai-knowledge-base)Document upload & RAG retrieval for agents**Gtstudio\_AiDashboard**[module-ai-dashboard](https://github.com/gabrielgts/module-ai-dashboard)AI-powered KPI dashboard with ML insights**Gtstudio\_Llmo***(this module)*LLMO product feed, AI crawler controls, attribution, visibility dashboardWhat It Does
------------

[](#what-it-does)

- **ACP-style product feed** — exports the catalog as a structured JSON feed modeled on the Agentic Commerce Protocol. Pluggable exporters for future targets (Perplexity Ads, Google AI Shopping, etc.).
- **Feed validation** — ships a JSON Schema for ACP and runs quality checks (missing images, short descriptions, duplicate IDs); validation history persisted.
- **AI crawler controls** — picks which AI bots (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, …) are allowed in `robots.txt` and logs every hit.
- **AI-ready content fields** — adds 5 EAV product attributes (`llmo_ai_summary`, `llmo_ai_keywords`, `llmo_ai_use_cases`, `llmo_ai_faq`, `llmo_excluded_from_feed`) flowing into the feed.
- **Attribution & conversion tracking** — captures UTM parameters and AI-bot referrers on first touch, persists them on `sales_order`, and writes a denormalized event table for fast dashboard reads.
- **Campaign / export abstraction** — DB-backed campaign records reference exporters in a registry pool; foundation for future paid-AI-ads adapters.
- **LLMO dashboard** — feed health, crawler activity, attribution funnel, and top products by AI source. Cron-built, cache-aside, optional AI insights via `Gtstudio_AiAgents`.

Requirements
------------

[](#requirements)

- Magento 2.4.4+
- PHP 8.1+
- `gtstudio/module-aiconnector`
- `gtstudio/module-ai-agents`

Installation
------------

[](#installation)

```
composer require gtstudio/module-llmo
bin/magento module:enable Gtstudio_Llmo
bin/magento setup:upgrade
bin/magento setup:di:compile
bin/magento cache:flush
```

Configuration
-------------

[](#configuration)

`Stores → Configuration → Service → LLMO`

- **General → Enable LLMO** — master switch.
- **Product Feed** — builder page size, rebuild cron schedule.
- **AI Crawler Controls** — allowed bots multiselect, extra `robots.txt` directives, hit-log sampling rate.
- **Dashboard** — snapshot TTL, rebuild cron schedule.

Admin
-----

[](#admin)

`AI Studio → LLMO`

- **Dashboard** — visibility snapshot.
- **Product Feed** — run history, manual rebuild.
- **Validation Log** — schema + quality validation runs.
- **Crawlers** — hit log per bot.
- **Attribution** — conversion events by AI source.
- **Campaigns** — export-target CRUD.
- **Settings** — direct link to system config.

License
-------

[](#license)

MIT — see [LICENSE](LICENSE).

###  Health Score

35

—

LowBetter than 77% of packages

Maintenance86

Actively maintained with recent releases

Popularity2

Limited adoption so far

Community2

Small or concentrated contributor base

Maturity43

Maturing project, gaining track record

How is this calculated?**Maintenance (25%)** — Last commit recency, latest release date, and issue-to-star ratio. Uses a 2-year decay window.

**Popularity (30%)** — Total and monthly downloads, GitHub stars, and forks. Logarithmic scaling prevents top-heavy scores.

**Community (15%)** — Contributors, dependents, forks, watchers, and maintainers. Measures real ecosystem engagement.

**Maturity (30%)** — Project age, version count, PHP version support, and release stability.

###  Release Activity

Cadence

Every ~0 days

Total

2

Last Release

70d ago

### Community

Maintainers

![](https://www.gravatar.com/avatar/ab1f0030c21bebf4e87187df361e770ffaa2c0d3cdcd0cd45c77a79db5836156?d=identicon)[gtstudio](/maintainers/gtstudio)

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