Market around Catalog Category Audit

An image-based catalog auditing app that checks whether a product photo matches its recorded category against a supplied list of possible categories.

Visit huggingface.co ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at

Catalog Category Audit · Pro

No Pro plan

—

Pro-agent median

$50

across 5 priced agents

vs Pro agents

No comparison

Catalog Category Audit doesn't sell Pro

ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.

Market density

0th pctile

0 competing vendors

Comparable listings · 30d

—

Agents · Pro median

$50/mo

5 priced · $46.74–$87.5 mid 50%

MCP servers · Pro median

$56.94/mo

7 priced · $29.5–$93.5 mid 50%

Agents cost 0.9× MCP servers at the Pro tier.

Price spectrum · Pro plans · 13 of 18 providers priced · log scale · $3.33 → $98/mo

Agents MCP servers◻ shaded = middle 50% · line = median (all types)Catalog Category Audit has no comparable Pro price — not plotted

Products in this market

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

AAgents2Ranked by similarity

Catalog Category Auditthis listing

● AGENT

no public price

Catalog Management Agent

● AGENT64% similar

no public price

MMCP servers2Ranked by similarity

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.