Agentic Feed by Passionfruit vs Agentic Catalog by momiji
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 14, 2026 for Agentic Feed by Passionfruit, Oct 13, 2026 for Agentic Catalog by momiji.
The short answer
- Both list a free plan. Paid plans start at $5/month for Agentic Feed by Passionfruit and $9.99/month for Agentic Catalog by momiji.
- Agentic Feed by Passionfruit lists 2 features Agentic Catalog by momiji’s listing doesn’t mention, including AI insights, Analytics dashboard.
Head to head
Free
- · 100 AI evaluations per month
- · Discovery, Evaluation & Transaction
- · Full catalog agent-readiness audit
- · Prioritized fixes for every product
Starter
- · 750 AI evaluations per month
- · Everything in Free
- · For growing catalogs
- · Unlimited audit re-runs
Growth
- · 4,000 AI evaluations per month
- · Everything in Free
- · For large or active catalogs
- · Unlimited audit re-runs
Scale
- · 12,000 AI evaluations per month
- · Everything in Growth
- · For high-volume catalogs
- · Unlimited audit re-runs
Free
- · 5 scans/mo: llms.txt+robots+JSON-LD
Pro
- · Beyond Free: scheduled scans + alerts
Business
- · Beyond Pro: CSV evidence per product
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureAI shopping agents like ChatGPT and Gemini are starting to find and recommend products for shoppers. If your product data isn't structured and clear, agents skip it. Agentic Feed by Passionfruit audits your whole catalog against agentic-commerce standards(ACP and UCP) and scores every product on three stages: Discovery (can an agent find it), Evaluation (will it recommend it), and Transaction (can it complete…
Readiness scans check llms.txt, robots.txt rules for AI crawlers, and product JSON-LD. Schedule scans with email alerts on score changes, and export CSV evidence per product.
- Scores every product 0–100 for AI shopping agent readiness
- Pinpoints weaknesses across Discovery, Evaluation, and Transaction stages
- Gives a prioritized, highest-impact fix list for every product
- Re-run anytime to track your scores as you improve your catalog
- Run live readiness scans for catalog, policy, shipping, domain, and setup checks.
- Open product detail context and review fix guidance before changing store data.
- Export CSV evidence and rerun scans to verify improvements.
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 |  Agentic Feed by Passionfruit |  Agentic Catalog by momiji |
|---|---|---|
| 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 | Agentic Feed by Passionfruit | Agentic Catalog by momiji |
|---|---|---|
| App Store rating | Not published | Not published |
| App Store reviews | Not published | 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 | Agentic Feed by Passionfruit | Agentic Catalog by momiji |
|---|---|---|
| Free plan | Yes | Yes |
| Lowest paid monthly plan | $5/month(ahead) | $9.99/month |
| Longest free trial | Not listed | Not listed |
| Plans listed | 4 | 3 |
Listing
| Measure | Agentic Feed by Passionfruit | Agentic Catalog by momiji |
|---|---|---|
| Shopify category rank | #589(ahead) | #1344 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jun 24, 2026 | Jun 4, 2026 |
| Languages | 1 | 1 |
| Developer | Passionfruit | momiji-shop |
FAQ
Agentic Feed by Passionfruit and Agentic Catalog by momiji: common questions
- Is Agentic Feed by Passionfruit or Agentic Catalog by momiji cheaper?
- Both list a free plan. Paid plans start at $5/month for Agentic Feed by Passionfruit and $9.99/month for Agentic Catalog by momiji. 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?
- Agentic Feed by Passionfruit lists 2 the others don’t mention, such as AI insights, Analytics dashboard. 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 for Agentic Feed by Passionfruit, Oct 13, 2026 for Agentic Catalog by momiji; 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 for Agentic Feed by Passionfruit, Oct 13, 2026 for Agentic Catalog by momiji. 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.