LLMS.txt Agent vs Boost AI Search & Filter
How LLMS.txt Agent and Boost AI Search & Filter compare on the Shopify App Store: rating, review count, pricing, the Built for Shopify badge, and where each one ranks in the store's organic search results. Every number is the App Store's own and is never edited.
Updated September 8, 2026 · App Store dataLLMS.txt Agent vs Boost AI Search & Filter at a glance
As of September 8, 2026, LLMS.txt Agent is rated 5.0 stars from 43 reviews and Boost AI Search & Filter is rated 4.7 stars from 1,629 reviews on the Shopify App Store.
- Rating: LLMS.txt Agent has the higher rating, 5.0 stars against 4.7.
- Reviews: Boost AI Search & Filter has more reviews, 1,629 against 43.
- Pricing: LLMS.txt Agent lists "Free plan available", Boost AI Search & Filter "Free trial available".
- Built for Shopify: Only LLMS.txt Agent carries the Built for Shopify badge.
| Fact |
LLMS.txt Agent
|
Boost AI Search & Filter
|
|---|---|---|
| Tagline | Boost AI SEO rankings & get indexed on ChatGPT, Gemini & More | Grow sales with search & discovery: search bar, product filter |
| Rating | ★ 5.0 | ★ 4.7 |
| Reviews | 43 | 1,629 |
| Pricing | Free plan available | Free trial available |
| Built for Shopify | Built for Shopify | No badge |
| Data as of | September 8, 2026 | September 8, 2026 |
Built for ShopifyRatings, review counts, pricing labels and badges are read from each app's Shopify App Store search result card. Rankings are the store's organic results for the searches Rankbase tracks; sponsored results are excluded.
Where each app ranks in App Store search
| App Store search |
LLMS.txt Agent
|
Boost AI Search & Filter
|
|---|---|---|
| Both apps rank · 1 search | ||
| Boost AI | #2 | #1 |
| Only LLMS.txt Agent ranks · 14 searches | ||
| Llms.txt | #1 | not in top 10 |
| Llms | #2 | not in top 10 |
| Traffic | #2 | not in top 10 |
| Copilot | #3 | not in top 10 |
| Agent | #4 | not in top 10 |
| Agentic | #4 | not in top 10 |
| Gemini | #5 | not in top 10 |
| Perplexity | #7 | not in top 10 |
| Agentique | #8 | not in top 10 |
| AI SEO | #8 | not in top 10 |
| Agentico | #9 | not in top 10 |
| Tarificador | #9 | not in top 10 |
| Index | #10 | not in top 10 |
| Robots.txt | #10 | not in top 10 |
| Only Boost AI Search & Filter ranks · 17 searches | ||
| Boost | not in top 10 | #1 |
| Boost AI Search & Discovery | not in top 10 | #1 |
| Boost AI Search & Filter | not in top 10 | #1 |
| Boost Commerce | not in top 10 | #1 |
| Search & Discovery | not in top 10 | #2 |
| Search Filter | not in top 10 | #3 |
| AI Search | not in top 10 | #5 |
| Search Bar | not in top 10 | #5 |
| Product Filter | not in top 10 | #7 |
| Search | not in top 10 | #7 |
| Filter | not in top 10 | #8 |
| Filters | not in top 10 | #8 |
| Smart Product Filter & Search | not in top 10 | #8 |
| Discovery | not in top 10 | #9 |
| Product Filter & Search | not in top 10 | #10 |
| Search And Filter | not in top 10 | #10 |
| Shopney | not in top 10 | #10 |
In the App Store's organic search results, LLMS.txt Agent ranks in the top 10 for 15 of the 3,620 searches we track and Boost AI Search & Filter for 18. They share one search, "boost ai", where Boost AI Search & Filter ranks #1 and LLMS.txt Agent #2.
Frequently asked questions
Is LLMS.txt Agent or Boost AI Search & Filter rated higher on the Shopify App Store?
LLMS.txt Agent has the higher rating, 5.0 stars against 4.7. Boost AI Search & Filter has more reviews, 1,629 against 43.
Which has more reviews, LLMS.txt Agent or Boost AI Search & Filter?
Boost AI Search & Filter has more reviews, 1,629 against 43.
Which ranks higher in Shopify App Store search, LLMS.txt Agent or Boost AI Search & Filter?
In the App Store's organic search results, LLMS.txt Agent ranks in the top 10 for 15 of the 3,620 searches we track and Boost AI Search & Filter for 18. They share one search, "boost ai", where Boost AI Search & Filter ranks #1 and LLMS.txt Agent #2.
How is this comparison made?
Rankbase records the organic results merchants see when they search the Shopify App Store for 3,620 popular keywords, refreshed daily for published rankings and at least weekly for the rest. Each app's rating, review count, pricing label and Built for Shopify badge are taken from its App Store search result card, so they are exactly what merchants see; the date next to each app is the last time it appeared in any tracked top 10. Sponsored results are excluded, and nothing on this page is edited by hand, including for Rankbase's own apps.
More comparisons
LLMS.txt Agent against other apps
Boost AI Search & Filter against other apps
Rankbase paired these two apps on September 8, 2026, when both ranked in the top 3 for "boost ai". The page stays as long as either app keeps ranking or the comparison keeps being read, and every number on it is refreshed from the App Store.
Rank higher on the Shopify App Store
Rankbase helps Shopify app developers track keyword positions, analyze install click data, and optimize app listings to rank higher in the Shopify App Store.
Explore Rankbase →Built by Craftshift
Rankbase is made by Craftshift, a Shopify Partner building apps for product images, variants, and bulk catalog work. We built Rankbase to track the App Store rankings of our own apps first, then opened it to other developers, and this directory grew out of that work. The rankings on these pages are Shopify's own organic search results; we never edit them, including for our own apps.
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