Mars Lin's activity on Indie Hackers

Recent activity

Solo SEO consultants: when bulk CTR actually pencils out (and when it doesn't).

200+ agency partners taught us five things that break white-label SEO programs.

AI visibility is a 4-layer stack. Most operators are working on the wrong layer.

AI visibility is a 4-layer stack. Most operators are working on the wrong layer.

AI visibility is a 4-layer stack. Most operators are working on the wrong layer.

Most CTR services either underdose or overdose. The calibrated zone is narrower than people think.

47 dental practices in one group. The diagnostic surfaced three different problems.

A Phoenix HVAC company passed every audit and still couldn't rank. Here's what we found.

We tried OtterlyAI, Peec AI, AthenaHQ, and Profound, then built our own.

Most local SEO audits are checklists. We built a diagnostic framework instead.

Why we built our own AI brand monitoring tool

What 4,000+ businesses taught us about local search

Most local SEO audits are checklists. We built a diagnostic framework instead.

We tried OtterlyAI, Peec AI, AthenaHQ, and Profound, then built our own.

We tried OtterlyAI, Peec AI, AthenaHQ, and Profound, then built our own.

We tried OtterlyAI, Peec AI, AthenaHQ, and Profound, then built our own.

We tried OtterlyAI, Peec AI, AthenaHQ, and Profound, then built our own.

We tried OtterlyAI, Peec AI, AthenaHQ, and Profound, then built our own.