agentery
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Market around Ai Catalog

Check whether a product feed is ready for AI shopping (ChatGPT, Gemini, AI Mode). Scan a Google Merchant / Facebook XML, CSV, TSV feed or a Shopify store URL to get an AI-readiness score, the biggest gaps and the shopper questions AI can't answer, plus how to fix them. Public, no

Visit smithery.ai ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Ai Catalog · Pro
No Pro plan
—
Pro-MCP server median
$44.45
across 8 priced MCP servers
vs Pro MCP servers
No comparison
Ai Catalog doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
36th pctile
12 competing vendors
Comparable listings · 30d
Flat
driven by skulayer $38.34→$33.44
Agents · Pro median
$200/mo
5 priced · $46.74–$249 mid 50%
MCP servers · Pro median
$44.45/mo
8 priced · $29–$72.14 mid 50%

Agents cost 4.5× MCP servers at the Pro tier.

Price spectrum · Pro plans · 13 of 18 providers priced · log scale · $19.9 → $300/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)Ai Catalog has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches Ai Catalog's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

MMCP servers22Ranked by similarity
AI
Ai Catalogthis listing
● MCP
no public price
Feedshine
● MCP85% similar
$29/mo Pro
-35% vs Pro median
Skai Shopify Tools
● MCP78% similar
no public price
Shopify GEO Audit
● MCP77% similar
no public price
Shop Search MCP
● MCP77% similar
no public price
Neonjelly
● MCP76% similar
$29/mo Pro
-35% vs Pro median
Ecomgraph
● MCP76% similar
no public price
AdLibrarySpy
● MCP76% similar
no public price
Feed Agent
● MCP74% similar
$72/mo Pro
+62% vs Pro median
Undercart
● MCP73% similar
$29/mo Pro
-35% vs Pro median
Skulayer
● MCP73% similar
$25/mo Pro
-44% vs Pro median
catalog-mcp
● MCP72% similar
no public price
Agentic Shelf
● MCP72% similar
no Pro plan
entry $149/mo
ShopManager AI
● MCP72% similar
$24.99/mo Pro
-44% vs Pro median
Forage Shopping
● MCP72% similar
no public price
IN
Inxy Seo Audit
● MCP71% similar
$49/mo Pro
+10% vs Pro median
E-Commerce SaaS Product Catalog / Price Extractor
● MCP71% similar
no public price
Shoptera
● MCP71% similar
no public price
Ucp Checker
● MCP71% similar
no public price
HE
Henry
● MCP70% similar
no public price
ShopGraph
● MCP70% similar
no Pro plan
entry $99/mo
Shopify Store Builder MCP
● MCP70% similar
no public price
OOther3Ranked by similarity
storefront-checks
● OTHER79% similar
no public price
Agent-ready Checkout
● OTHER78% similar
no public price
Markedet Shopify Launch Watch
● OTHER70% similar
no public price
AAgents5Ranked by similarity
AgentReady
● AGENT76% similar
$41/mo Pro
-79% vs Pro median
Phoenix by Octane AI
● AGENT73% similar
$200/mo Pro
0% vs Pro median
Autominds Content Agent
● AGENT73% similar
no Pro plan
entry $15/mo
Buyscout
● AGENT72% similar
$249/mo Pro
+25% vs Pro median
Closera
● AGENT71% similar
no public price
PPlatforms4Ranked by similarity
AirShelf AI
● PLATFORM76% similar
no public price
Clawify
● PLATFORM73% similar
no public price
ecommerce AI Tools
● PLATFORM73% similar
no public price
Tradly Ai Studio
● PLATFORM71% similar
no public price
FFrameworks1Ranked by similarity
Shopify Ai Agent
● FRAMEWORK71% similar
no public price

Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.