Mersel AI – we make websites readable by ChatGPT/Perplexity (GEO)

Name: Mersel AI – we make websites readable by ChatGPT/Perplexity (GEO)
Availability: InStock
Author: wujosephjw

by wujosephjw·Feb 18, 2026·1 point·0 comments

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AI Analysis

●●SolidSolve My ProblemNiche Gem

The Take

Smart, focused play: instead of chasing rankings, they add a machine-readable layer and server-rendered HTML so LLMs can actually see and cite product + review data. The landing shows concrete citation and traffic lift case studies and emphasizes zero visual change — sensible for conservative brands. It isn't reinventing structured data or SSR, though; the value hinges on execution details (how they extract, maintain JSON-LD for widget content, and map prompts to content), which the page glosses over.

Post Description

Three months ago I posted a batch AI image tool here. I pivoted after noticing something odd with ecommerce clients.

AI agents were visiting their sites but not citing them.

The reason is structural. LLMs parse raw HTML and often skip JavaScript-rendered content. Reviews inside Yotpo or Judge.me widgets? Invisible. Product data buried in React? Frequently misread or skipped.

So you can rank well on Google and still barely exist in AI answers.

A few numbers that changed my view:

80% of URLs cited by ChatGPT do not rank in Google’s top 100 (Ahrefs)

ChatGPT referral traffic converts at 15.9% vs 1.76% for Google organic

AI referral traffic to US retail grew 4,700% YoY (Adobe, mid-2025)

We started building Mersel AI to address this. It adds a machine-readable layer on top of existing sites using structured data and server-side HTML. No visual changes. No redesign. We also write GEO-optimized content.

Early stage, a handful of paying brands, seeing 2 to 5x increases in AI citations in the first few weeks.

Curious if others here are seeing AI traffic behave differently from organic.