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 ↗

Pricing (3 buyer tiers · 3 plans)

As parsed from huggingface.co/pricing on 2026-09-04.

Explore the market

Prices and medians update for the tier you select.

Compare at

Catalog Category Audit · Pro

$9/mo

Hugging Face PRO plan

Pro-agent median

$69.5

across 6 priced agents

vs Pro agents

87% below

below Pro agents

ⓘ 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

$69.5/mo

6 priced · $50–$116 mid 50%

MCP servers · Pro median

$29.5/mo

2 priced · $29.25–$29.75 mid 50%

Agents cost 2.4× MCP servers at the Pro tier.

Price spectrum · Pro plans · 6 of 8 providers priced · log scale · $9 → $89/mo

Agents MCP servers◻ shaded = middle 50% · line = median (all types)large ringed dot = Catalog Category Audit ($9/mo)

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.

AAgents3Ranked by similarity

Catalog Category Auditthis listing

● AGENT

$9/mo Pro

-87% vs Pro median

Catalog Management Agent

● AGENT64% similar

no public price

moderation_agent_cloudinary

● AGENT61% similar

$89/mo Pro

+28% vs Pro median

MMCP servers1Ranked by similarity

chronoverify_mcp

● MCP60% similar

$49 one-time Pro

not monthly-comparable

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.