I Tracked Every AI Tool I Used for a Month. The Results Surprised Me.

Why I ran this experiment

I have a graveyard of AI subscriptions. Tools I bought with genuine enthusiasm, used daily for two weeks, then ignored while the monthly charges kept hitting my card. At one point last year I was paying for seven AI tools and using two.

So I got systematic. For 30 days I logged every task where I used an AI tool. What I used. Whether it saved time versus how I did it before. Whether the output was usable or needed heavy editing. I tracked it in a spreadsheet that took ten minutes a day to update.

I run a small team of five agents in a mid-sized midwestern market. About 60 transactions a year. Not a tech-forward coastal brokerage with a dedicated ops person. Just a normal real estate business.

The tools I tested

Five tools, all month: an AI listing description generator, an automated lead follow-up sequencer, a CMA drafting assistant, an AI email writer, and a transaction management platform with an embedded AI assistant. All off-the-shelf stuff anyone can sign up for.

Where the time savings were real

Listing descriptions saved me 3.5 hours a week. That was the biggest surprise, because I had always written my own. I thought my voice mattered to buyers. Turns out, giving the AI five bullets about what makes this house different gets me 80% there in 30 seconds. I spend ten minutes editing instead of 45 drafting. When you are listing four or five properties, that difference compounds fast.

Lead follow-up saved 6 hours a week. Not because the AI was brilliant. Because mediocre follow-up that actually gets sent beats perfect follow-up that rots in your drafts folder. The sequencer handled about 70% of outgoing messages without me touching them. I stepped in for the 30% where the lead asked something specific. That split worked.

CMA first drafts saved 2 hours a week. The AI pulled comps and formatted the report. I checked every comp and rewrote the recommendation section myself. But not having to build the document from scratch meant I got those two hours back.

Where AI was useless (or worse)

Negotiation was a net negative. The AI wrote responses that were grammatically flawless and strategically clueless. Every reply it drafted required more editing than writing from scratch. I killed this after the first week.

Transaction management saved zero time. The embedded AI assistant could answer questions about deal status, except it was always one update behind. Our transaction coordinator was faster and right every time. The AI added a step without removing one.

Email writing was a wash. Over the month, the time I saved on some emails exactly matched the time I spent prompting the AI on others. Net zero.

Three tools were dead weight

I was paying for five. Two delivered measurable time savings (listing descriptions and lead follow-up). One helped modestly (CMA drafts, though I am still deciding if it is worth keeping). Two contributed nothing.

If I had not tracked it, I would still be paying for all five. I had been paying for all five for most of last year. At roughly $200 a month for the useless ones, that is $2,400 a year on tools that did not earn back a dollar.

The lesson is not "AI tools are overhyped" or "AI changed my business." It is that you will not know until you measure. Most agents do not measure. I did not, for years. If you are spending more than $100 a month on AI subscriptions and cannot name the one that saves you the most time, run the experiment. Ten minutes a day of logging. Highest-ROI ten minutes you will spend this month.