ShelfSight AI Visibility & AEO vs TinyAI ‑ AI SEO for ChatGPT
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 19, 2026 for ShelfSight AI Visibility & AEO, Oct 13, 2026 for TinyAI.
The short answer
- Only ShelfSight AI Visibility & AEO lists a free plan. Paid plans start at $29/month for ShelfSight AI Visibility & AEO and $19/month for TinyAI.
- TinyAI lists 14 features ShelfSight AI Visibility & AEO’s listing doesn’t mention, including Audits, JSON-LD, Local SEO.
Head to head
Free
- · Catalog and AI crawler checks with fixes
- · Check the prices and stock AI quotes
- · First scan of questions from your store
- · No card required
- · What AI said, on each product page
Starter
- · 10 questions, weekly on 5 AI assistants
- · 3 competitors
- · Weekly AI action report
Growth
- · 10 competitors
- · 25 questions, weekly on 5 AI assistants
- · Drop alerts after ~7 weeks of scans
- · In-app fixes after a preview
- · Weekly AI action report
Pro
- · 25 competitors
- · 50 questions, weekly on 5 AI assistants
- · Everything in Growth
- · Markets and languages, same budget
Starter
- · 10 prompts, 2 markets
- · 24/7 human support
- · 5 competitors tracked
- · Action plan and brand perception
- · Google Analytics AI traffic - 6 months
- · Tested on ChatGPT and Gemini
Growth
- · 10 competitors tracked
- · 20 prompts, 3 markets
- · 24/7 human support
- · Action plan and brand perception
- · ChatGPT, Gemini and Perplexity
- · Google Analytics AI traffic - 12 months
Pro
- · 24/7 priority human support
- · 25 competitors tracked
- · 40 prompts, 5 markets
- · Action plan and brand perception
- · ChatGPT, Gemini, Perplexity and Grok
- · Google Analytics AI traffic - 12 months
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureShoppers now ask ChatGPT, Perplexity, Gemini, Claude and Google AI Overviews what to buy. ShelfSight asks them your customers' buying questions and reads the answers the assistants give, not a search preview: whether you're recommended, which rivals are named, the prices and stock quoted for your products, and the sources cited. Results are counts, with unsure answers left out.
Shoppers now ask AI assistants what to buy. TinyAI shows whether they recommend your store, and what that is worth in visits and orders. Add the prompts your buyers ask. TinyAI asks ChatGPT, Gemini and Perplexity every week, the way a shopper would, and shows your visibility score, position, sentiment, which competitors win instead, and which pages the assistants read. An action plan tells you what to fix.
- Visibility score per prompt and engine, reported as honest stability counts
- See the exact sources AI engines cite — and whether your store is on them
- Feed audit against AI shopping requirements with one-click preview fixes
- Weekly action report and drop alerts under a public methodology
- Weekly visibility tests across ChatGPT, Gemini, Perplexity and Grok
- Competitor intelligence: who AI recommends instead of you, and why
- Cited sources: the pages and sites AI reads before it answers
- AI traffic from Google Analytics: visits, orders and revenue by AI assistant
All the numbers
Every figure, side by side
A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.
Adoption
| Measure |  ShelfSight AI Visibility & AEO |  TinyAI |
|---|---|---|
| Detected stores | Not published | Not published |
| Net store change, 28 days | 0 | 0 |
| Stores added, 28 days | Not enough data | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Not published | Not published |
| Top store countries | Not published | Not published |
Reviews
| Measure | ShelfSight AI Visibility & AEO | TinyAI |
|---|---|---|
| App Store rating | Not published | 5.0 ★ |
| App Store reviews | Not published | 5 |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | ShelfSight AI Visibility & AEO | TinyAI |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $29/month | $19/month(ahead) |
| Longest free trial | 7 days | 7 days |
| Plans listed | 4 | 3 |
Listing
| Measure | ShelfSight AI Visibility & AEO | TinyAI |
|---|---|---|
| Shopify category rank | #1022 | #52(ahead) |
| Shopify App Charts | Not on this week’s charts | #19 on Pricing moves in SEO |
| Built for Shopify | No | Yes |
| Launched | Jul 2, 2026 | Sep 9, 2026 |
| Languages | 1 | 2 |
| Developer | Apps at Donnini | TinySEO (former TinyIMG) |
FAQ
ShelfSight AI Visibility & AEO and TinyAI: common questions
- Is ShelfSight AI Visibility & AEO or TinyAI cheaper?
- Only ShelfSight AI Visibility & AEO lists a free plan. Paid plans start at $29/month for ShelfSight AI Visibility & AEO and $19/month for TinyAI. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
- What features does each app list that the other doesn’t?
- TinyAI lists 14 the others don’t mention, such as Audits, JSON-LD, Local SEO, Meta tags. A feature missing from a listing may still be supported; this compares what each App Store listing says.
- Where does this comparison’s data come from?
- Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Oct 19, 2026 for ShelfSight AI Visibility & AEO, Oct 13, 2026 for TinyAI; estimated figures are labeled.
How Shoplist compares apps
Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Oct 19, 2026 for ShelfSight AI Visibility & AEO, Oct 13, 2026 for TinyAI. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.