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Growth · alternatives · 2026

24 alternatives to Lumos: AI SEO and llms.txt

Make your Shopify store visible to AI search

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Prices are shown for the 1 we have checked on their own sites, 1 of them free or with a free tier.

  1. 1

    Monitor what ChatGPT, Google Gemini and Claude recommend

    2025 · llmseomonitor.com · its alternatives →

  2. 2
    ReSO AI▲510

    Get discovered & recommended when customers ask AI

    Sep 2026 · resollm.ai · its alternatives →

  3. 3

    Lumos is an LLM co-pilot for browsing the web, powered by local LLMs (Ollama). - Summarize long threads on issue tracking sites, forums, and social media sites - Summarize news articles - Ask questions about reviews on business and product pages - Ask questions about long, technical documentation - What else?

    2024 · github.com · its alternatives →

  4. 4

    Make your store visible to ChatGPT, Gemini, and AI shoppers

    2025 · clickfrom.ai · its alternatives →

  5. 5
    AI Search Visibility Monitorfree tier, from $79/mo▲400

    Your AI search ranking tool—for ChatGPT, Gemini, & Claude.

    2025 · writesonic.com · its alternatives →

  6. 6
    LLMrefs▲314

    AI SEO Keyword Rank Tracker for LLM Search Engines

    2025 · llmrefs.com · its alternatives →

  7. 7

    Hi HN, We just launched [AI Page Ready](https://aipageready.com) — a tool to check if your web pages are discoverable and understandable by AI tools like ChatGPT, Claude, Gemini, and Perplexity. It runs 40+ checks across six areas: Discoverability & Crawlability, Structured Data & Semantics, Content Quality, Answer-Ready Formatting, Accessibility & Rendering, and Deep AI LLM-specific checks. Would love your feedback — especially if you work in eCommerce, SEO, content, SaaS, or are trying to get traffic from AI tools. (Also open to ideas on what else to add to the tool!)

    2025 · aipageready.com · its alternatives →

  8. 8

    Let AI generate SEO-ready articles based on your products

    2023 · its alternatives →

  9. 9

    Boost your brand’s visibility inside AI-generated answers

    2025 · firstanswer.ai · its alternatives →

  10. 10

    Track and improve your visibility on AI Search

    Dec 2025 · llmpulse.ai · its alternatives →

  11. 11

    Like Ahrefs for LLM optimization

    2024 · its alternatives →

  12. 12

    1-click AI-search optimization for LLMs.txt and descriptions

    Mar 2026 · ai-shoptimizer.com · its alternatives →

  13. 13

    Visible AI makes your brand visible to ChatGPT and other LLM

    Nov 2025 · its alternatives →

  14. 14

    Make your WooCommerce store visible to LLMs

    Jun 2026 · wordpress.org · its alternatives →

  15. 15

    Boost Your Store’s AI Visibility to Be Found by ChatGPT & AI

    2025 · apps.shopify.com · its alternatives →

  16. 16

    Shopify analytics, done right

    2025 · apps.shopify.com · its alternatives →

  17. 17

    Be the brand AI recommends

    Mar 2026 · usegrowthos.com · its alternatives →

  18. 18

    Make your Shopify store AI-search ready

    2025 · apps.shopify.com · its alternatives →

  19. 19

    Power your fashion e-commerce store with AI visual discovery

    2021 · woveninsights.ai · its alternatives →

  20. 20

    Make your Shopify store discoverable by all AI earch engines

    Dec 2025 · apps.shopify.com · its alternatives →

  21. 21
    Mento▲5

    See how AI sees your Shopify store

    Aug 2026 · apps.shopify.com · its alternatives →

  22. 22

    Dominate AI rankings with real visibility data

    2025 · its alternatives →

  23. 23
    Lumen▲4

    AI order tracking support for Shopify stores

    Jun 2026 · its alternatives →

  24. 24

    Track your brand's/business visibility in AI responses

    Nov 2025 · visible-landing-page.vercel.app · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →