Neuralama: AI Readiness vs SKAW: AI SEO & Agent Readiness
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 14, 2026.
The short answer
- Only SKAW lists a free plan. Paid plans start at $29/month for Neuralama and $19.99/month for SKAW.
- Neuralama lists 18 features SKAW’s listing doesn’t mention, including Analytics, Audits, Checkout analytics.
Head to head
Starter
- · Up to 250 products scanned
- · Weekly automated rescan
Growth
- · Drift alerts
- · Up to 2,500 products scanned
- · Weekly automated rescan
Agency
- · Drift alerts
- · Per-store billing for multiple stores
- · Unlimited products scanned
- · Weekly automated rescan
Free
- · Full AI readiness score (0–100)
- · Real time AI activity tracking
- · Sidekick brief to fix issues
- · Suggested metafield definitions
- · Top 12 product issues, ranked by impact
- · Web Pixel that logs AI visits
Skaw
- · 14 Day Free trial
- · Agent Query Simulator for PDP testing
- · Collection audits with priority ranking
- · Create suggested metafield definititions
- · Full catalog audit no limits to products
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureNeuralama shows what's blocking your Shopify store from being understood by AI search and shopping agents, and what to fix first. Minutes after installing, you get an AI Readiness Score from 0 to 100 with a letter grade, from a real scan of your catalog and store configuration. Instead of raw analytics, you get a prioritized, plain-language list of what to fix and why.
AI agents are now recommending products to customers. If your product data isn't structured correctly, agents will skip your store entirely. SKAW analyses your catalog the way AI agents do - checking for missing GTINs, weak descriptions, incomplete policies, and unstructured data. You get a readiness score from 0-100 with specific fixes prioritised by impact.
- AI Readiness Score from 0 to 100 with a clear letter grade
- A prioritized list of what to fix first, in plain language
- Automatic monitoring with alerts when your score drifts
- Scan and monitor multiple client stores from one account
- See your store's AI-readiness score with a breakdown by data quality & structure
- Identify products missing GTINs, attributes, or structured metafields
- Track visits from ChatGPT, Gemini, Claude, and other AI agents in real time
- Create metafield definitions to sort messy descriptions into structured data
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 |  Neuralama |  SKAW |
|---|---|---|
| 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 | Neuralama | SKAW |
|---|---|---|
| App Store rating | Not published | 5.0 ★ |
| App Store reviews | Not published | 2 |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
FAQ
Neuralama and SKAW: common questions
- Is Neuralama or SKAW cheaper?
- Only SKAW lists a free plan. Paid plans start at $29/month for Neuralama and $19.99/month for SKAW. 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?
- Neuralama lists 18 the others don’t mention, such as Analytics, Audits, Checkout analytics, Content analysis. SKAW lists 2 the others don’t mention, such as Benchmarking, Pixel tracking. 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 14, 2026; 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 14, 2026. 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.