Documentation
MentionFlow docs
How MentionFlow works — for the people who use it and the people who build on it. Every feature page explains what a surface does, how to use it, and exactly how it computes what it shows. The API reference is generated by hand from the code that serves it.
Getting started
What MentionFlow is, a five-minute quickstart, the vocabulary, and how plans and quotas work.
5 pagesUse cases
End-to-end playbooks for how agencies, in-house marketing teams, e-commerce brands, and content teams run MentionFlow.
4 pagesFeature guides
Every workspace surface — what it does, how to use it, and exactly how it computes what it shows.
20 pagesMetrics
One page per metric: the plain-language formula, the denominator, the window, and how to read it.
7 pagesShopping
Product catalog, imports (Shopify, Google Merchant Center, CSV), the product page, and shopping analytics.
8 pagesData honesty
How MentionFlow handles missing data — the em-dash rule, sample labelling, and confidence tiers.
1 pageIntegrations
Connect Google Search Console, Shopify, Google Merchant Center, Looker Studio, and CSV feeds.
6 pagesAPI & MCP
The v1 REST API and the MCP server: auth, conventions, every resource and tool, errors, and limits.
9 pagesTroubleshooting
Why a monitor shows no data yet, engine coverage, share-of-voice numbers that differ, import and invite errors, API 401/429, and demo vs live — plus a fast FAQ.
2 pagesAccount & settings
Workspace and members, password and email verification, two-factor authentication, and API keys.
7 pages