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
LLM SEO Monitor▲526Monitor what ChatGPT, Google Gemini and Claude recommend
2025 · llmseomonitor.com · its alternatives →
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ReSO AI▲510Get discovered & recommended when customers ask AI
Sep 2026 · resollm.ai · its alternatives →
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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

Make your store visible to ChatGPT, Gemini, and AI shoppers
2025 · clickfrom.ai · its alternatives →
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AI Search Visibility Monitorfree tier, from $79/mo▲400Your AI search ranking tool—for ChatGPT, Gemini, & Claude.
2025 · writesonic.com · its alternatives →
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LLMrefs▲314AI SEO Keyword Rank Tracker for LLM Search Engines
2025 · llmrefs.com · its alternatives →
- 7
Humans vs LLMs▲138Hi 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

Let AI generate SEO-ready articles based on your products
2023 · its alternatives →
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First Answer ▲117Boost your brand’s visibility inside AI-generated answers
2025 · firstanswer.ai · its alternatives →
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LLM Pulse▲39Track and improve your visibility on AI Search
Dec 2025 · llmpulse.ai · its alternatives →
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1-click AI-search optimization for LLMs.txt and descriptions
Mar 2026 · ai-shoptimizer.com · its alternatives →
- 13

Visible AI makes your brand visible to ChatGPT and other LLM
Nov 2025 · its alternatives →
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Boost Your Store’s AI Visibility to Be Found by ChatGPT & AI
2025 · apps.shopify.com · its alternatives →
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Make your Shopify store AI-search ready
2025 · apps.shopify.com · its alternatives →
- 19

Power your fashion e-commerce store with AI visual discovery
2021 · woveninsights.ai · its alternatives →
- 20

Make your Shopify store discoverable by all AI earch engines
Dec 2025 · apps.shopify.com · its alternatives →
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- 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 →