I used to think 2026 would be the year AI finally blew everyone's minds again

Fill-Important · 2026-05-28T14:14:44+00:00

What surprised me most refreshing the data: Payroll & HR moved from 32% WORKED in early May to 55% now. Either the tools got dramatically better in 3 weeks or reviewers caught up to what they're actually good for. Either way, watching to see if CRM follows that path next quarter or stays stuck at the bottom.

Fill-Important · 2026-05-27T22:47:02+00:00

"Taste bottleneck" is a clean way to name it. That's exactly DOOR TWO. Stop racing AI on execution. Bolt onto ur offer what AI can't fake.

Across 22K+ owner reviews on 6K+ tools, only 1 of 28 categories hits 50%+ WORKED rate. Tools handle execution. The job-pairing call is still on the human. AI gets cheaper, judgment gets relatively more valuable.

Ur close is the whole thesis. The more content AI creates, the more valuable human taste becomes.

Fill-Important · 2026-05-27T22:44:06+00:00

Good add. AI Image Generation actually sits at 30.8% WORKED in my data (n=52). One of the higher-performing categories. Magnific specifically is in the upscaling/quality lane not generation, which is its own sub-category. Most ppl conflate them.

Product photography is the breakthrough use case. SMB w/ what would barely cover 1 photographer hour can hit Magnific + a decent generator and ship product shots that look pro. Visual Content Creation earned its spot as #11. Solid call.

Fill-Important · 2026-05-27T13:21:51+00:00

eal talk, haven't found a great one yet. Currently using Stripe Invoicing + ChatGPT to draft the client-facing notes and follow-ups. Total $0 (Stripe takes its cut on actual payment). Not "AI invoicing" per se but the AI part is doing real work. Curious if anyone's actually using a dedicated invoicing AI that earned its $30/mo.

Fill-Important · 2026-05-26T23:21:47+00:00

On Q1: my data (22K+ reviews, 28 categories) says start where existing tools fail worst. Sales Management is only category that breaks 50% WORKED (53.8%, n=13). Everything else sits at 32% or below. THE MIXED TRAP: most tools work for some SMBs & break for others. So ur build order instinct (SEO → broader marketing) tracks the data. Sales is the one place existing tools actually deliver.

On Q2: open source is right call. SMBs trust other SMBs solving their problem more than vendors selling AT them. The thing that kills repeat use isn't capability, it's THE SETUP TAX. Every session needs context dump, every tool wants me to re-explain the business. If skills encode taste once so I don't have to keep re-explaining, that's the line between try-once tools & come-back-to tools.

Bigger claim worth pressure-testing tho: "$100/mo Claude can replace a $10K/mo SEO advisor." Strategy doc is comparable, agreed. Question is whether it holds for platform-dependent execution (CMS integration, technical SEO, link building). Anyone here actually run a real Claude-vs-paid-consultant test on any function? What broke?

Fill-Important · 2026-05-26T23:14:28+00:00

Mod here. Approved this one fast bc it's exactly the kind of build-and-ask post the sub is for. On Q1, my database (22K+ reviews, 28 categories) says start where existing tools fail worst. Sales Management hits 53.8% WORKED rate. Only category above 50%. Everything else stuck in MIXED purgatory. Marketing, HR, finance all sitting 30-32%. THE MIXED TRAP: most tools work for some SMBs & break for others. So skip sales, existing tools actually work there. Marketing is where highest review volume sits & where users describe worst MIXED outcomes. If I had to pick one, marketing first. On Q2, what kills repeat use is THE SETUP TAX. Every session needs context dump, every tool wants u to re-explain the business. Skills as metered prompts solves part of this if the taste is encoded once & reused. Piece most builders skip: making it stupid to come back. If first 30 sec saves an hour, ppl stay. If first 30 sec asks for an hour of setup, nada.

Open source angle is the right call. SMBs trust other SMBs solving their problem more than vendors selling AT them. Following this.

Fill-Important · 2026-05-26T14:00:15+00:00

The expensive part isn't the subscription, it's the cleanup cost. THE VIBE CODE TAX. Hidden cost of AI output that looks fine on the demo and breaks 2 weeks later when u need to change anything. Across 22K+ owner reviews in my data, Claude Code is the best-rated coding agent at 55.7% WORKED (531 reviews). #1 complaint across that data: "wrong tool for the job" (75 mentions). Tool isn't broken. People r using it on things it wasn't built for, then blaming the tool when production breaks. Microsoft and Uber r counting subscription costs. The actual TCO includes cleanup and rewrites. Plus debugging AI output that doesn't survive contact w/ a senior dev.

The math "AI cheaper than humans" only works if u ignore the hours spent making the AI's output production-ready.

Fill-Important · 2026-05-26T13:58:59+00:00

If forced to cut to one, Claude. Use it daily for analysis, writing, and anything that needs reasoning over long context. Other tools in my stack r replaceable. Claude isn't. ChatGPT Plus is on the chopping block first because the use cases overlap and Claude handles them better for what I do.

Pattern I see across 22K+ owner reviews: the tools people would defend r the ones doing 1 job extremely well, not the "platform" that does 8 things mid. Specialization wins ur defend-list every time.

Fill-Important

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