All AI recommendations

    E-commerce · AI recommendation snapshot

    Best Shopify app for SEO, according to ChatGPT, Gemini, Claude, and Perplexity

    We asked four major AI models a single buyer-style question and recorded what they named. This page shows the verbatim brand short lists each model returned, plus where the models agreed and disagreed.

    Measured May 13, 20264 of 4 models reporting Methodology

    The question we asked

    “What's the best Shopify app for SEO?”

    What each AI model named

    ChatGPT

    5 named
    1. 1Plug in SEO
    2. 2SEO Manager
    3. 3SEO Booster
    4. 4Smart SEO
    5. 5FavSEO

    Plug in SEO is highly recommended for its comprehensive feature set, including automatic SEO issue detection. SEO Manager offers detailed SEO analytics and keyword management. SEO Booster provides automatic optimization and bulk editing, while Smart SEO is known for its rich snippets support. FavSEO is appreciated for its user-friendly interface and support features, making it a solid choice for improving search visibility.

    Gemini

    5 named
    1. 1Booster SEO & Image Optimizer
    2. 2SEO Manager
    3. 3Plug in SEO
    4. 4Smart SEO
    5. 5Avada SEO Suite

    The best Shopify SEO apps are all-in-one suites that automate and simplify complex tasks. Booster SEO & Image Optimizer is a top recommendation for its user-friendly interface, powerful image optimization, and automated meta tag features. For those needing more advanced control and detailed reporting, SEO Manager is a robust premium option. Plug in SEO is an excellent starting point, offering a free, comprehensive SEO audit to help identify and fix critical issues on your site.

    Claude

    6 named
    1. 1Plug In SEO
    2. 2SEO Manager
    3. 3Booster SEO & Image Optimizer
    4. 4SEO King
    5. 5Smart SEO
    6. 6JSON-LD for SEO

    Plug In SEO and SEO Manager are the most established, offering comprehensive audits, meta tag editing, and structured data. Booster SEO adds image optimization, which is critical for page speed. JSON-LD for SEO is highly specialized for structured data/rich snippets and worth it for stores wanting advanced schema markup. Smart SEO and SEO King are solid budget-friendly alternatives with automation features. The best choice depends on your store's specific needs and budget.

    Perplexity

    6 named
    1. 1TinyIMG
    2. 2Tiny SEO, Speed & Image Optimizer
    3. 3SEOAnt
    4. 4Plug In SEO
    5. 5SearchPie
    6. 6Booster SEO

    TinyIMG and Tiny SEO top recommendations due to frequent mentions as best overall in 2026 tests, with free plans, image optimization, and comprehensive SEO tools. SEOAnt praised in video for actionable fixes; Plug In SEO for diagnostics; SearchPie and Booster SEO for automation and popularity across sources.

    Where the models agreed

    4 brands were named by more than one model. AI models diverge often; cross-model agreement is a stronger signal than a single mention.

    BrandModels that named itBest position
    Plug in SEOChatGPT (#1), Gemini (#3), Claude (#1), Perplexity (#4)#1
    SEO ManagerChatGPT (#2), Gemini (#2), Claude (#2)#2
    Smart SEOChatGPT (#4), Gemini (#4), Claude (#5)#4
    Booster SEO & Image OptimizerGemini (#1), Claude (#3)#1

    What this snapshot suggests

    For the question "What's the best Shopify app for SEO?", the 4 models reporting collectively named 15 distinct brands on May 13, 2026.

    Each model led with a different recommendation in many cases. ChatGPT opened with Plug in SEO. Gemini opened with Booster SEO & Image Optimizer. Claude opened with Plug In SEO. Perplexity opened with TinyIMG. The brand a model names first carries disproportionate weight, because first-place recommendations are the most likely to be remembered by readers and quoted by downstream AI agents.

    Treat this as a snapshot, not a definitive ranking. AI Overview content changes 70 percent of the time for the same query, and SparkToro found less than a 1-in-100 chance that two identical queries return the same brand list. The pattern across many runs is more informative than any single result. That is why Honeyb runs measurements daily, not quarterly, across a full prompt set rather than a single question, for the brands we monitor for customers.

    If your brand appears here, the recommendation work is paying off. If it does not, the gap is measurable and improvable. The pillars of getting recommended by AI are documented in our guide to generative engine optimization.

    Sources the models cited

    Where models exposed citation URLs in their response, we list them here. Perplexity and Claude expose citations consistently; ChatGPT and Gemini do so inconsistently, so absence does not mean a model used no source.

    Check your own brand the same way

    Run a free AI visibility check to see what every major AI model is saying about your brand right now. No signup.

    Free AI Visibility Check

    Related

    How we measureWhat is GEO?What is AEO?All categories