I built a tool that audits landing pages and ran it on IH's own homepage, here's what it found...
I've been building Ferguson, an AI landing page auditor. Point Ferguson at any page and it tells you: who the site would speak to, who it might be repelling, what's working, what isn't, and what to fix first.
I built Ferguson because I kept building landing pages manually and always ended up making the same mistakes each time. It's easy to be told what to add to a landing page but hard to get an objective view of whether you’ve added the right things.
I thought I’d put it through a real test, so I ran it on indiehackers.com. Here's what it said in the Inferred Target Audience section of the report:
--
Market type
Prosumer
Buying context:
Individual founders, developers, and solo builders seeking peer knowledge, revenue transparency, and community validation for their online business ideas
Who they are:
Early-stage indie founders and solo developers building or considering bootstrapped online businesses — typically technical, self-directed, and motivated by financial independence
Arriving from:
Curious and aspirational — arriving via word-of-mouth, social sharing, or search; aware of the indie hacker concept but evaluating whether this community is worth their time
Primary fear:
Wasting time in a low-signal community full of noise rather than genuine, actionable revenue stories
Comparing against:
Reddit communities (r/entrepreneur, r/SaaS), Twitter/X build-in-public threads, or niche Slack groups (high confidence)
Who it's unintentionally repelling
The technically sophisticated founder who arrives looking for deep strategic content may be put off by the feed's mix of beginner questions and self-promotional posts sitting alongside premium-gated case studies — signalling that the best content requires a paid subscription they haven't yet been sold on.
Biggest unanswered question
“What do I actually get with IH+ and is it worth paying for?”
--
What do we think? Agree / Disagree? Any other high profile URLs I should run it on?
If anyone wants to try it on their own page: https://useferguson.com
Smart move running it on IH's own page. The audience split insight is the real value — most landing pages don't know they're speaking to two different people with the same words. Ferguson catching that alone is worth the audit.
Thanks! Yea I think I've built something solid with Ferguson and with the more audits run the more a benchmark of what works and what doesn't can be created!
Nice idea. I’ve found it’s much easier to spot issues when a tool gives an outside perspective instead of reviewing your own page over and over. Curious to see how it handles more conversion-focused SaaS sites.
Totally! It’s part of the reason I made Ferguson to start with because I constantly needed a fresh perspective
Running it on IH's own homepage as the demo is a smart move because everyone reading already has context on the page being audited, so the output is immediately judgeable instead of abstract.
The point about mixing beginner posts with premium gated case studies repelling sophisticated founders is a sharp catch. Most homepages don't realize they're speaking to two different maturity levels of visitor with the same page. Did the tool suggest splitting that into two distinct paths or just flag it as a tension to resolve?
Thanks! It actually suggested the following (the fixes are listed further down the actual report page I didn't share)
Overview:
"Two of the three most predictable cold-visitor objections go unanswered: (1) Is this community genuinely useful or mostly self-promotional noise? (2) What do I get with IH+ and is it worth paying? The homepage has no editorial quality signal or IH+ value statement."
Fix:
"Add a brief editorial note near the featured section — one or two sentences explaining the curation standard (e.g. verified revenue, editorial interview process) and a link to IH+ details. This addresses both objections simultaneously."
That fix is more useful than most landing page advice because it solves two objections with one sentence instead of treating them as separate problems to fix separately. Most people would have added a whole new section for the editorial standard and a separate one for IH+, doubling the clutter instead of reducing it.
What I liked most wasn't the audit itself—it was choosing a site almost everyone here already has an opinion on.
That makes it much easier to judge the quality of the analysis because people aren't evaluating the tool in the abstract—they're comparing it against their own intuition.
It was a bold choice but I thought it was worth it! Time will tell...
Maybe.
The part that kept me thinking wasn't whether time will tell.
It was whether the signals you get over the next few weeks will actually tell you what you think they're telling you.
Happy to explain what I mean over email if it's useful.
What's the best email to reach you on?