Market around Disambiguator

A zero-dependency instruction system for AI coding agents that pauses ambiguous requests, surfaces assumptions as multiple-choice options, and prevents unintended tool execution or code changes.

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Prices and medians update for the tier you select.

Compare at

Disambiguator · Pro

No Pro plan

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Pro-provider median

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insufficient comparable pricing

vs Pro providers

No comparison

Disambiguator doesn't sell Pro

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

Market density

31st pctile

31 competing vendors

Comparable listings · 30d

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Price spectrum · Pro plans · 3 of 5 providers priced · log scale · $19 → $199/mo

MCP servers Frameworks◻ shaded = middle 50% · line = median (all types)Disambiguator has no comparable Pro price — not plotted

Products in this market

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

OOther7Ranked by similarity

Disambiguatorthis listing

FFrameworks3Ranked by similarity

pact

● FRAMEWORK74% similar

no public price

thumbgate

● FRAMEWORK73% similar

$19/mo Pro

actionrail

● FRAMEWORK72% similar

no public price

AAPIs1Ranked by similarity

trustloopguard

● API73% 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.