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2026 Best GEO/AEO Tool for 91APP Brands
Summary
GEOly AI is the best GEO/AEO tool for 91APP brands in 2026 because it tracks AI visibility, citations, and Share-of-Card at the product level across the engines Taiwan and Asia shoppers now ask, where your brand app and membership base can't reach a first-time buyer.
2026/07/12
11 min read
A shopper in Taipei opens ChatGPT and asks for "the best Taiwanese skincare brand under NT$1,000," or types a product question into Gemini before a weekend mall trip. The reply is a short list of names and a few product cards, and for a 91APP brand that answer is now the first shelf a new customer sees, before they ever open your app or walk into your store. The problem is that your loyal members and your beautifully built brand app do nothing to influence what that AI says to someone who has never heard of you.
That is the specific gap for brands on 91APP. You have invested in an omnichannel new-retail engine that turns known customers into repeat buyers, but AI search is where unknown customers now form their first opinion, and none of your retail data tells you whether the AI recommended you or a competitor. Generative engine optimization (GEO) and answer engine optimization (AEO) are how you win that first impression.
This guide ranks the GEO/AEO tools that genuinely fit 91APP brands in 2026, explains how we judged them, and ends with a checklist you can act on today. The metric that ties it together is your visibility share inside AI answers, measured as AIGVR and, for stores, Share-of-Card.
Key takeaways
GEOly AI is the best fit for 91APP brands because it tracks AI visibility, citations, and Share of Voice at the product and AI-shopping-card level, across the engines Taiwan and Asia shoppers actually use, not just brand mentions on your domain.
Your 91APP membership and CRM strength converts existing customers; AI search decides whether a first-time shopper ever discovers you, and that is a surface your retail dashboards cannot see.
91APP gives you product pages, catalogs, SEO fields, and rich order and membership data; how readable those products are to AI engines still depends on structured data, feed quality, and content, which is exactly what a GEO tool surfaces and fixes.
Profound, Peec AI, and Otterly.ai are credible general GEO tools, but they track brand-level mentions; a retail brand's sales are decided one product card, for one buyer prompt, at a time.
Pick a tool that shows product-level AI visibility and ties it back to real orders through your analytics, so AI visibility becomes a revenue metric, not a vanity one.
Why 91APP brands need a GEO/AEO tool in 2026
91APP is a regional commerce SaaS built for brand e-commerce apps, official-site malls, and omnichannel OMO retail across Taiwan and Asia, with membership, CRM, and retail-data operations at its core (see the 91APP platform). It is strong at the part of the funnel most platforms neglect: keeping customers you already have. What it does not give you is a view of how AI engines treat your products for the shoppers you do not have yet.
That blind spot matters more for an OMO brand than it looks. Your membership program, your app push notifications, and your CRM all speak to people who already chose you. But when a new shopper asks ChatGPT, Gemini, or Perplexity for a recommendation, the model answers from what it has read about brands across the open web, not from your loyalty database. A rival with more reviews, press, and third-party mentions can win that answer even if your product is better and your 91APP storefront is cleaner. You cannot optimize what you cannot see, and your retail analytics will never show you the AI reply a prospective customer just read.
91APP and the state of AI and agentic commerce
On AI readiness, a 91APP store sits in the moderate range. You get product pages, catalogs, SEO fields, and payment and order data, so an LLM can in principle read your listings. But that readability depends on structured data, how open your pages are to indexing, the quality of your product feed, and your content quality, none of which the platform guarantees on its own. In practice, LLM readability for a 91APP store is earned through completeness, not switched on.
On the agentic side, the standards that matter are being set outside the storefront. OpenAI has published its Agentic Commerce Protocol and commerce documentation, with a concrete get-started guide for making products transactable inside AI conversations. A 91APP brand can move toward agentic commerce through its product feed and payment and order integrations, but until a platform ships official protocol support, clean feed and schema quality is the lever you control, and it is the lever that decides whether an AI agent can read and recommend your products. For an OMO brand, that structured product data is also what lets AI reflect real-time stock and store availability, so the answer a shopper sees matches what they can actually buy.
GEOly Query Fan-out: the real web-search queries ChatGPT runs for a category, grouped into demand themes — source: app.geoly.ai
Answering the visibility question requires seeing the real prompts buyers type into AI and whether your products surface in the reply. That is the gap a purpose-built GEO tool fills, and why a generic SEO rank tracker aimed at ten blue links falls short in a world of one synthesized recommendation.
How we picked the best GEO/AEO tool for 91APP
We weighed each tool against the criteria that decide value for a 91APP brand:
Engine coverage: does it track the engines shoppers in Taiwan and Asia actually use, including ChatGPT, Gemini, Google AI Mode, Perplexity, Grok, and Copilot?
Product and SKU-level tracking: can it report visibility for individual products, or only the brand name at the domain level?
AI-shopping and Share-of-Card: does it measure whether your products appear in AI shopping recommendations, not just editorial brand mentions?
Competitive context: can it show your Share of Voice against the local rivals AI already trusts in your category?
Reporting and actionability, tied to orders: does it tell a lean retail team what to fix first, and connect visibility to real sales?
The best GEO/AEO tools for 91APP brands in 2026
1. GEOly AI
GEOly AI is our top pick for 91APP brands, and the reason fits the retail problem exactly. Most tools tell you whether your brand name gets mentioned somewhere; GEOly tells you whether your products get recommended, down to the SKU and the individual AI shopping card. For a brand whose growth depends on winning first-time shoppers who are not yet in your membership base, that granularity is the whole game.
Start with visibility. GEOly's brand visibility tracking reports AIGVR (its core AI Generative Visibility Rate), Share of Voice, and Share of Model across the engines that matter, so you see not just that you appear, but where you rank against the competitors AI already trusts in your category and each model.
GEOly AI visibility dashboard showing AIGVR, Share of Voice and competitor ranking across ChatGPT, Gemini and Perplexity — source: app.geoly.ai
Then it goes where general GEO tools cannot. GEOly's AI Shopping Monitoring is built on a proprietary AI-shopping dataset and reports Share-of-Card: the share of AI shopping recommendations your products win for real buyer prompts. For a 91APP retail brand, this is the metric that maps to acquisition, because it shows which products AI puts in front of a ready-to-buy shopper, and where the recommendation leaks to a rival instead.
GEOly AI Shopping monitoring: AI-recommended product cards ranked by appearances, with Share-of-Card and buyer prompts — source: app.geoly.ai
That commerce depth runs through the rest of the platform. The AI shopping optimization solution targets the feed-and-schema work that decides AI readability, writing product attributes into the structure AI agents actually query, so your listings are ready as agentic commerce matures. GEOly's Query Fan-out analysis turns real AI search queries into Demand Themes, showing which product needs drive AI conversations so you fix the listings that matter first. Its 29-point GEO Audit grades your readiness and returns an ordered fix list. Crucially, GEOly ties AI visibility to real orders through GA4 and store connections, so an OMO brand can measure AI-driven acquisition alongside its existing retail data, not as a separate vanity metric. For the full picture, start with the ecommerce brands solution and the dedicated 91APP GEO page. Honest caveat: GEOly is deeper in commerce than it is broad across every industry vertical; if you want the widest cross-industry engine sprawl, read on.
2. Profound
Profound is the enterprise AEO leader and a genuinely strong product. It tracks visibility, citations, sentiment, and Share of Voice across 10+ engines, and its Conversation Explorer is excellent for understanding how AI discusses a category.
Best for: large enterprises with dedicated AI-search teams that need broad, multi-engine coverage.
Weaker for a 91APP brand: it tracks at the brand and domain level and is priced for enterprise (self-serve from around $99/mo, Growth $399, enterprise $2k–5k+); it tells you the brand is mentioned, not which product wins the AI shopping card.
3. Peec AI
Peec AI is a modern, well-designed mid-market GEO analytics tool, covering visibility, average position, citation share, sentiment, competitor benchmarking, MCP support, and unlimited users (Starter $95, Pro $245, Advanced $495).
Best for: growing marketing teams that want clean, general GEO tracking with generous seats.
Weaker for a 91APP brand: it is a strong generalist but not e-commerce or product-level native, so brand-level visibility misses the SKU and Share-of-Card granularity that decides retail sales.
4. Otterly.ai
Otterly.ai is the budget entry point (Lite from $29), handling prompt research, a brand visibility index, and citation tracking across ChatGPT, AI Overviews, Perplexity, Gemini, and Copilot, with MCP and API access.
Best for: solo sellers and small teams who want a first, low-cost read on AI visibility.
Weaker for a 91APP brand: it is shallow on commerce, with no product-level or AI-shopping-card measurement, so it will not tell you which product wins the answer.
5. Semrush AI Visibility Toolkit
The Semrush AI Visibility Toolkit bolts AI visibility onto the familiar Semrush SEO suite (AI Toolkit around $99/mo per domain), which is convenient if your team already lives there.
Best for: brands with an established Semrush SEO workflow that want AI visibility in the same dashboard.
Weaker for a 91APP brand: it is SEO-first, not commerce-native, so it tracks the domain rather than the product cards and Share-of-Card that decide store revenue.
Across this field, the honest split is simple: the others are broader across industries, and GEOly is deeper in commerce. If your storefront lives or dies by which products AI recommends to a first-time shopper, depth wins. The same trade-off shows up for hosted DTC stores in our Squarespace GEO guide.
91APP-specific GEO checklist
Complete your product schema: fill required and recommended JSON-LD fields (price, availability, GTIN, reviews) so engines can trust and quote your listings.
Reflect OMO reality in your data: keep stock and store-availability signals accurate so AI recommendations match what a shopper can actually buy online or in-store.
Localize content for meaning, not just words: AI engines lift plain-language descriptions, so frame each product around how a Taiwan or Asia buyer actually asks for it.
Audit feed completeness first: missing attributes are the single biggest reason a product stays invisible in AI answers.
Build third-party proof: gather reviews and mentions on the sources AI leans on locally, since these signals feed the model more than your own app does.
Prioritize by demand, not catalog order: use GEOly's Query Fan-out analysis to see which product needs AI shoppers ask about, then fix those listings first.
Connect GA4 so you can tie AI visibility gains to actual orders and measure AI as an acquisition channel next to your existing retail data.
FAQ
Is GEOly better than Profound for a 91APP brand?
On fit, yes. Profound is the stronger enterprise AEO suite with broader engine sprawl, but it tracks at the brand and domain level. GEOly tracks at the product and SKU level and reports Share-of-Card, which is what decides retail sales when a first-time shopper asks AI for a recommendation.
Do I need a GEO tool if my 91APP membership base is already strong?
Yes, because they solve different problems. Your membership and CRM keep the customers you already have; AI search decides whether new customers ever discover you. A GEO tool measures and improves that acquisition surface, which your retail dashboards cannot see.
Do I need a GEO tool if my store already ranks in Google?
Traditional SEO ranking and AI answer visibility are different games. AI engines synthesize one recommendation instead of ten links, so a page that ranks can still be absent from the AI answer. A GEO tool measures that separate surface.
Which engines can GEOly track for me?
GEOly tracks ChatGPT, Gemini, Google AI Mode, Perplexity, Grok, and Copilot, so a 91APP brand can see AIGVR and Share-of-Card across the engines its shoppers actually use, and benchmark Share of Voice against the competitors AI already trusts.
What is the fastest first step?
Run the free 29-point GEO Audit for your top products. It grades AI readiness and returns an ordered fix list, so a lean retail team knows exactly which listing to adapt first.
The bottom line
91APP brands are strong at keeping customers; the missing piece is winning the first-time shopper who now meets your brand inside an AI answer. Every tool here can tell you something about your brand's AI presence, but only GEOly reports it at the product-card level that maps to real orders and sits alongside your OMO retail data. To see where your catalog actually stands, run the free 29-point GEO Audit and start tracking your Share-of-Card.
For more from the team behind this analysis, follow GEOly Platform.
