ClaimAI vs Shelfglance: AI Attribution
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 8, 2026 for ClaimAI, Oct 13, 2026 for Shelfglance.
The short answer
- Only Shelfglance lists a free plan. Paid plans start at $249/month for ClaimAI and $19/month for Shelfglance.
- ClaimAI lists 23 features Shelfglance’s listing doesn’t mention, including Activity tracking, AI insights, Benchmarking.
Head to head
- United States
Pro
- · AI Agent Preference Index
- · Access to all product tour features
- · Agent Visibility Score
- · Email support
- · Share of Query
- · Upgrade or cancel anytime
Free
- · Last 7 days
- · Share of revenue from AI assistants
- · Total AI orders and AI revenue
Pro
- · Breakdown by assistant
- · Daily history recorded from install
- · Everything in Free
- · Last 60 days instead of 7
- · The individual AI-attributed orders
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureAI agents skip stale products. ClaimAI monitors every SKU for outdated content, inventory, and GTIN data, flagging issues before AI engines rank competitors instead. Our Referral Attribution shows exactly which AI engines (ChatGPT, Perplexity, Claude) are driving orders and revenue, tracked directly from your Shopify data.
Some shoppers ask ChatGPT, Perplexity, Claude, Gemini or Copilot what to buy, then land on your store and order. Shopify records the referring site and UTM source of the visit behind each order, but not as one figure per assistant. Shelfglance reads both, names the assistant, and reports how many orders came from each, what they were worth, and whether it is growing.
- Sentiment Analysis: See how AI agents describe your brand and the competition
- AI Referrals: See orders, revenue, and AOV driven by each AI engine
- AIEO/LLM Optimization: A structured, machine-readable profile of your brand
- SKU Freshness: Flag stale content, inventory, and GTIN before AI skips you
- Orders and revenue attributed to ChatGPT, Perplexity, Claude, Gemini, Copilot
- Breakdown by assistant, so you can see which ones actually send buyers
- Daily history recorded from install, past Shopify's 60-day order limit
- No tracking script, no theme edits, no customer names or emails read
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 |  ClaimAI |  Shelfglance |
|---|---|---|
| Detected stores | 1 | 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 | Apparel & Accessories | Not published |
| Top store countries | United States | Not published |
Reviews
| Measure | ClaimAI | Shelfglance |
|---|---|---|
| App Store rating | 5.0 ★ | Not published |
| App Store reviews | 2 | Not published |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | ClaimAI | Shelfglance |
|---|---|---|
| Free plan | Not listed | Yes |
| Lowest paid monthly plan | $249/month | $19/month(ahead) |
| Longest free trial | Not listed | 7 days |
| Plans listed | 1 | 2 |
Listing
| Measure | ClaimAI | Shelfglance |
|---|---|---|
| Shopify category rank | #356(ahead) | #827 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | May 25, 2026 | Sep 3, 2026 |
| Languages | 1 | 1 |
| Developer | ClaimAI | Shelfglance |
FAQ
ClaimAI and Shelfglance: common questions
- Is ClaimAI or Shelfglance cheaper?
- Only Shelfglance lists a free plan. Paid plans start at $249/month for ClaimAI and $19/month for Shelfglance. 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?
- ClaimAI lists 23 the others don’t mention, such as Activity tracking, AI insights, Benchmarking, Broken links. Shelfglance lists 2 the others don’t mention, such as Historical analysis, Marketing attribution. 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 8, 2026 for ClaimAI, Oct 13, 2026 for Shelfglance; 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 8, 2026 for ClaimAI, Oct 13, 2026 for Shelfglance. 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.