Market around LikeForLike

An open-source peer comparison validation project for financial disclosures. It checks reporting periods, units, tags, and cumulative values, producing comparison decisions, recalculation candidates, evidence, and execution logs.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at

LikeForLike · Pro

No Pro plan

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Pro-provider median

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insufficient comparable pricing

vs Pro providers

No comparison

LikeForLike doesn't sell Pro

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

Market density

2nd pctile

1 competing vendors

Comparable listings · 30d

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MCP servers · Pro median

$39.5/mo

6 priced · $27.44–$49 mid 50%

Price spectrum · Pro plans · 7 of 10 providers priced · log scale · $9 → $79/mo

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

Products in this market

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

OOther1Ranked by similarity

LikeForLikethis listing

● OTHER

no public price

MMCP servers2Ranked by similarity

AhaSignals Evidence MCP

● MCP72% similar

no public price

Canli Capital Validation API

● MCP67% similar

no public price

AAgents1Ranked by similarity

exec-brief-agent

● AGENT66% 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.