Selvage: AI Visibility & AEO vs WPRobo AI Search Visibility
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 3, 2026 for Selvage, Oct 13, 2026 for WPRobo AI Search Visibility.
The short answer
- Both list a free plan. Paid plans start at $29/month for Selvage and $9.99/month for WPRobo AI Search Visibility.
- WPRobo AI Search Visibility lists 8 features Selvage’s listing doesn’t mention, including Automations, Competitor analysis, Duplicate content.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Free
- · Checks explained in plain language
- · Store and product readiness scores
- · Unlimited scans, no product limit
Growth
- · Apply in a background queue
- · Brand-voice fix suggestions
- · Everything in Free
- · Preview and approve every change
- · Roll back applied changes
Free
- · AI Visibility Score (0–100)
- · Shareable AI-readiness report
- · Top issues found
- · Up to 25 products
- · llms.txt + schema embed
Starter
- · AI-drafted descriptions & FAQs
- · Blog AEO
- · Google Search Console & Bing
- · Live verification
- · One-click fixes (alt text, SEO meta)
- · Up to 500 products
Growth
- · AI citation tracking (5 keywords)
- · Daily auto-scans + email alerts
- · Everything in Starter
- · FAQ generator
- · Up to 2,000 products
- · Weekly reports
Pro
- · AI-vision alt text + 30 AI images/mo
- · Citation tracking (15 keywords)
- · Competitor benchmarking
- · Everything in Growth
- · Hallucination Guard
- · Up to 5,000 products
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureAI shopping surfaces such as Shopify Catalog, ChatGPT and Gemini read your product data. Selvage scans your whole catalog, scores it against a versioned rubric, and drafts fixes in your store's own voice for titles, descriptions, product type, tags and image alt text. Each suggestion shows as a before-and-after card.
Shoppers now ask AI assistants what to buy. This app shows you how those engines read your store and helps you improve it. Scan your catalog for an AI Visibility Score, fix issues in one click (alt text, SEO meta, AI-drafted descriptions you approve), and publish llms.txt, agents.md, and structured data automatically.
- Suggested fixes for titles, descriptions, tags and alt text in your brand voice
- Before-and-after cards: approve one suggestion or a whole batch at once
- Each applied change is snapshotted first so you can roll it back later
- Unlimited catalog scans and a store readiness score, with no product limit
- AI Visibility Score — scan products, blog and storefront for AI readiness
- One-click fixes for missing alt text, SEO meta and thin descriptions
- Auto-generated llms.txt and structured data, refreshed automatically
- Track when Perplexity cites your store for keywords, checked weekly
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 |  WPRobo AI Search Visibility | |
|---|---|---|
| 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 | WPRobo AI Search Visibility | |
|---|---|---|
| App Store rating | Not published | 5.0 ★ |
| App Store reviews | Not published | 3 |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | WPRobo AI Search Visibility | |
|---|---|---|
| Free plan | Yes | Yes |
| Lowest paid monthly plan | $29/month | $9.99/month(ahead) |
| Longest free trial | 7 days | Not listed |
| Plans listed | 2 | 4 |
Listing
| Measure | WPRobo AI Search Visibility | |
|---|---|---|
| Shopify category rank | Not enough data | #265 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Oct 16, 2026 | Jun 24, 2026 |
| Languages | 1 | 1 |
| Developer | Armada Media LLC | WPRobo |
FAQ
Selvage and WPRobo AI Search Visibility: common questions
- Is Selvage or WPRobo AI Search Visibility cheaper?
- Both list a free plan. Paid plans start at $29/month for Selvage and $9.99/month for WPRobo AI Search Visibility. 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?
- WPRobo AI Search Visibility lists 8 the others don’t mention, such as Automations, Competitor analysis, Duplicate content, JSON-LD. 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 Nov 3, 2026 for Selvage, Oct 13, 2026 for WPRobo AI Search Visibility; 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 Nov 3, 2026 for Selvage, Oct 13, 2026 for WPRobo AI Search Visibility. 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.