Six AI Tools Still on Our Team's Desktop Six Months After the Trial Ended

We trialed more than thirty AI marketing tools across client accounts this year. Most were uninstalled within a week — impressive demos, unimpressive results on real work. These six earned a permanent seat license, and here is specifically what each one is used for on a live account.

1. An AI content-brief assistant (for first-draft research, not final copy)

Used exclusively to compile competitor content gaps and outline structures before a human writer starts — cuts research time roughly in half. Never used for final copy; AI-drafted final content consistently underperforms carefully edited human-led content in our client work — a pattern widely reported across the industry.

2. A predictive lead-scoring add-on for the CRM

Re-scores leads continuously based on behavior patterns rather than the static point system most CRMs ship with by default. Sales teams report the scored "hot" leads convert noticeably more often than the CRM's native scoring did.

3. An AI-assisted ad creative variation generator

Generates headline and creative variations for A/B testing at a volume that would be impractical to produce manually — used purely for testing velocity, with human judgment still selecting which variations actually go live.

4. A call-transcription and sentiment analysis tool

Transcribes and flags sentiment shifts in sales and support calls automatically, surfacing calls worth a manager's review without anyone having to listen to every recording.

5. An SEO content-decay detection tool

Continuously monitors ranking and traffic trends across hundreds of pages and flags decay patterns faster than a manual monthly review would catch them.

6. An AI meeting-notes and action-item summarizer

Unglamorous, but it eliminated an entire category of dropped follow-ups across internal and client meetings — the tool with the least "wow factor" and the most consistent daily use of any on this list.

What the other twenty-four had in common

Most failed for one of two reasons: they solved a problem we didn't actually have, or they required more manual correction than the time they saved. The tools that stuck all automate a specific, narrow, recurring task — none of them claim to do "everything."

Curious which of these would fit your stack? See our automation services or ask us directly.