Every AI visibility app for Shopify, compared by someone who makes one
Last reviewed
Short answer
Two kinds of apps wear the label. Dedicated AI-visibility apps score, fix or track how assistants see your store: Entitled, Vizby, Visibly, LLM Rank, Clickfrom.ai and TrackGPT. Established SEO suites, StoreSEO, Booster, SearchPie, Tapita, Avada, Smart SEO, have added AI-search language to classic SEO automation. Choose by job, not by label. Full disclosure: we make Entitled, and this page says so everywhere it matters.
Read this first: who is talking
We build Entitled, one of the apps on this page. The way we keep that from poisoning the comparison: every number below was read from each app's own App Store listing on 29 August 2026, sources are at the foot, nothing relies on our opinion of a competitor, and we do not rank ourselves first, we tell you which job each app is built for and let the fit decide.
One market note that explains the table: this category is weeks to months old for most entries, so review counts are tiny and prices are unsettled. One app we checked was already delisted, and one much-promoted platform has no App Store listing at all. Expect churn, and check the dates on anything you read, including this.
The dedicated AI-visibility apps
Apps whose whole job is AI visibility: scoring product data against the specs, tracking assistant mentions, or generating agent-facing files. Prices and claims from their own listings, observed 29 August 2026.
| App | Rating, reviews | Pricing | What its listing says it does |
|---|---|---|---|
| Entitled AI Visibility AEO GEO | 5.0, 2 reviews | Free plan; Pro $29/mo | Scores your catalog against the published feed rules, AI rewrites you approve, tracks ChatGPT, Perplexity and Claude mentions, writes native fields |
| Vizby: GEO & AEO for ChatGPT | 5.0, 27 reviews | $29 to $499/mo, 14-day trial, no free plan | AI visibility test plus autonomous AI agents that find and fix visibility gaps 24/7 |
| Visibly AI Visibility & AEO | 5.0, 2 reviews | $79 or $199/mo, 14-day trial | Tracks how often ChatGPT and Gemini recommend your store, visibility score 0 to 100 |
| LLM Rank | 5.0, 1 review | Free to 100 products; Pro $9/mo | Generates llms.txt, llms-full.txt and agents.md, bot controls |
| Clickfrom.ai | 5.0, 4 reviews | $9.99 to $29.99/mo, 14-day trial | Smart llms.txt, inception pages and auto-inserted product cards for AI shoppers |
| TrackGPT | No reviews yet | $45 to $395/mo by prompt count | Rank and mention rate in ChatGPT answers next to competitors |
The SEO suites that added AI to the label
The established players have real track records in classic SEO and have re-titled around AI search. What that means in practice varies from genuine features to keyword placement, and their own listing language is quoted in the table so you can judge the distance yourself.
| App | Rating, reviews | Entry price after free | The AI claim, in their words |
|---|---|---|---|
| StoreSEO | 5.0, 687 | $14.99/mo | AI SEO optimizer for ChatGPT, Gemini, AEO and GEO ranking |
| BOOSTER AI SEO + AEO OPTIMIZER | 4.8, 5,262 | $39/mo | Get found on Google, ChatGPT and AI search, via llms.txt, structured data and AI-optimized meta tags |
| SearchPie | 4.9, 2,354 | $39/mo, AEO gated at $99/mo | AEO optimization, on the Enterprise tier |
| Tapita | 5.0, 2,476 | $9.99/mo | Win SEO, GEO, AEO traffic, mentioned and referred by AI channels |
| Avada SEO Suite | 4.9, 4,367 | $34.95/mo | Rank higher on Google and stay visible in AI search |
| Webrex SEO | 4.8, 532 | $19.99/mo | Complete AI SEO platform, no visibility-tracking claim |
| Smart SEO (Sherpas) | 4.9, 851 | $14.99/mo | Classic SEO and the new AI search era in one app, LLM catalog, MCP server |
| SEO Manager (venntov) | 4.7, 389 | $9/mo, no free plan | Boost SEO rankings on Google, ChatGPT and Claude |
How to choose, by the job in front of you
Scoring and fixing product data against the published specs is Entitled's job, and the score is free, so the cheap move is measuring before buying anything, ours included. Mention tracking as the primary job points at prompt-tracker pricing: Visibly and TrackGPT sell exactly that, priced by prompts, and the honest limits of all mention tracking apply to every app on this page, including ours. Broad classic SEO with AI language on top is the suites' territory, and Booster, Avada and SearchPie remain the widest toolkits.
And spend nothing on llms.txt generation. Shopify auto-generates llms.txt and agents.md on every store, the evidence for the file doing anything is thin, and apps whose core product is generating it are selling something you already have. Where those apps bundle other features, judge the bundle without that line.
What we left out, and why
RankSight's listing states the app is not currently available on the App Store, so it is out. Lexsis markets AI visibility for Shopify brands but has no App Store listing we could find, so it cannot be compared on listing facts; its site pitches usage-based pricing to larger stores. Obsess AI is a content-generation app rather than a visibility tool. Anything else missing launched after our observation date or hid from search, and the sources below are the trail to re-run the check yourself.
The last honest sentence: this category is young enough that most of these apps, ours included, have single-digit or low-double-digit review counts. Free plans and trials exist across the table. Use them, and believe your own store's results over anyone's listing copy, very much including ours.
Frequently asked questions
Which AI visibility app is actually best?
Wrong question, and we would be the wrong ones to answer it. By job: spec-based scoring and data fixes, Entitled. Prompt tracking as the whole product, Visibly or TrackGPT. Broad SEO suite with AI features, Booster or Avada. Free file generation, you already have it natively.
Do any of these apps get me recommended by ChatGPT?
No app can promise that, because OpenAI states product results are selected independently and cannot be bought. Apps can fix the data assistants read and measure what happens. Any listing promising recommendations is promising something the platform says is not for sale.
Why do so many of these apps sell llms.txt features?
Because the file was the category's first visible artifact and it demos well. Shopify now generates llms.txt and agents.md automatically on every store, and the strongest published evidence found 97% of such files receive zero requests. Judge every app on this page, including ours, on what it does beyond that file.
Should I run one of these alongside my existing SEO app?
Check for overlap first: two apps writing meta fields or emitting schema will fight. A scorer or tracker coexists with a suite cleanly, since measuring and writing are different acts. Whatever you pick, know where it writes, because that decides what you keep when you leave.
Sources
- Entitled on the Shopify App Store
- StoreSEO on the Shopify App Store
- BOOSTER AI SEO + AEO OPTIMIZER on the Shopify App Store
- SearchPie on the Shopify App Store
- Tapita on the Shopify App Store
- Avada SEO Suite on the Shopify App Store
- Webrex on the Shopify App Store
- Smart SEO on the Shopify App Store
- SEO Manager on the Shopify App Store
- Vizby on the Shopify App Store
- Visibly on the Shopify App Store
- LLM Rank on the Shopify App Store
- Clickfrom.ai on the Shopify App Store
- TrackGPT on the Shopify App Store
Keep reading
Score your own catalog
Entitled grades every product against the rules on this page, explains each failure, and fixes them with AI you approve. The score is free forever.