Category Compare
Keep visitors comparing tools inside one workflow before they leave for provider sites.
Team AI Buying Tools
Market Map is for discovery. These tools turn comparison traffic into team-level buying intent.
Market Map: traffic
Category Compare: retention
Stack Finder: conversion
Cost Calculator: buying intent
Overlap Warning: monetization
Team AI Stack Finder
Convert individual tool interest into a team stack recommendation.
Cost Calculator
Expose budget pain early. This identifies users who may buy a report or consultation.
Monthly$0
Annual$0
Selected0
Overlap Warning
Turn duplicate subscriptions into a clear reason to buy a stack report.
Source Labels
EST means AIBoarders estimate. OFFICIAL means provider-published source. USER means user-submitted signal. Every production metric should show one of these labels.
Last Updated
Prototype dataset updated: 2026-07-07. Each production profile should show update date, source type, and whether the value is official, estimated, or user-generated.
Value Score
Value Score = 35% usefulness + 25% price efficiency + 20% user rating + 10% trend + 10% source confidence. The formula is editorial and should be recalculated when source quality changes.
Organic vs Sponsored
Organic scores and sponsored placements are separated. Paid listings, affiliate links, newsletter sponsorships, and promoted tools must be labeled near the affected content.
Official Price Links
Prices can change. Each tool profile links to the provider's official site so users can verify current plan terms, team pricing, commercial rights, and API costs before purchase.
Review Verification
Future user reviews should require email or account verification, usage context, role/team size, timestamp, and duplicate/spam filtering before influencing rankings.
Terms
Independent comparison site. AIBoarders is not affiliated with OpenAI, Anthropic, Google, Adobe, or any listed provider unless explicitly stated. The site provides informational comparisons only, not procurement, legal, financial, or technical advice. Verify pricing, features, and licensing on each provider's official website before purchasing.
Privacy
This MVP does not require account creation or payment. If email capture, analytics, cookies, consultation forms, or payments are added, AIBoarders should disclose what data is collected, why it is collected, retention period, third-party processors, and deletion/contact options before collection.
No Scraping
AIBoarders rankings, summaries, datasets, UI, and user-submitted stack data may not be copied, scraped, republished, or used to train competing services without written permission. Tool names and trademarks remain the property of their respective owners.
Legal note: market share, attention, value score, ranking, and trend values are AIBoarders estimates, not official company metrics, sales figures, or financial data. Tool names and trademarks belong to their respective owners.