Everything we learn keeping an answer honest.

Retrieval, citations, confidence thresholds, and the unglamorous product decisions behind a support agent that admits what it does not know.

All02 Alternatives01 Accuracy01

showing 01–02 of 02 posts

Alternatives

7 Best Fin AI Alternatives in 2026 (Compared on Price)

Fin bills about $0.99 per resolution, which gets expensive at exactly the moment it starts working. We compared seven cheaper AI support tools on how each one charges and what each actually costs.

Wilbert LiuAug 21, 202612 min read

Accuracy

A support bot that never says “I don’t know” is a liability

Confidence is not accuracy. We walk through the threshold that decides when Rinhelp answers, when it cites, and when it stops talking.

Wilbert LiuAug 14, 20264 min read

Start with the support questions your website can already answer.

Add your site, style the chat, and paste one line into your page. By the end of the afternoon you will know what your content already answers — and, from the flagged conversations, exactly what it is missing.

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