Make
Job owned: Cross-app automation / glue work
Payback thesis: Stops weekly copy-paste between apps when someone owns the scenarios.
Leaning: KEEP if production glue exists; CUT shelfware; WAIT mid-CRM migration
AI tool reviews for ops and finance — keep, cut, or wait
We review whether a tool pays for itself, not whether it is “best.” Each memo covers public pricing (dated), payback conditions, skip-if, seat/credit traps, and a keep/cut/wait leaning. Download a PDF or read on the site.
All reviews
Fireflies
Job owned: Meeting notes / action-item capture
Payback thesis: Pays when recurring meetings routinely lose owners and decisions.
Leaning: KEEP when notes evaporate; SKIP if a notes habit already works
Systeme.io
Job owned: All-in-one funnels / email / courses
Payback thesis: Pays when one bill replaces email + funnels + course host.
Leaning: KEEP if consolidating three tools; SKIP if email+site already solid
AdCreative.ai
Job owned: Paid-ads creative volume
Payback thesis: Pays only if you buy ads and need creative volume.
Leaning: KEEP if paid-ads creative is a cost center; CUT if no ad spend
Copy.ai
Job owned: GTM writing / workflow copy
Payback thesis: Chat may help weekly writers; Growth (~$1k) needs real GTM workflows.
Leaning: WAIT on Growth; Chat only if weekly GTM writing is real
Surfer SEO
Job owned: SEO content structure / scoring
Payback thesis: Pays when you publish SEO pages weekly and need structure guidance.
Leaning: KEEP if weekly SEO publish is real; SKIP if you do not publish to rank
Notion AI
Job owned: Wiki / docs AI inside Notion
Payback thesis: Worth it if the team already lives in Notion; skip if they do not.
Leaning: KEEP if Notion is SoR; CUT idle seats; do not migrate just for AI
Semrush
Job owned: Search / competitive visibility research
Payback thesis: Pays only if search/AI visibility is a real weekly acquisition channel.
Leaning: KEEP if SEO is a channel with an owner; SKIP/WAIT without a site or plan
Otter
Job owned: Meeting notes / action-item capture
Payback thesis: Pays when recurring meetings lose owners; skip if another notetaker already owns the job.
Leaning: WAIT if Fireflies already covers; KEEP Pro only with named hours returned
Fathom
Job owned: Meeting notes / action-item capture
Payback thesis: Start Free; pay only when advanced summaries, team search, or CRM sync are the actual job.
Leaning: KEEP Free first; WAIT on Team/Business until CRM or collab is required
Jasper
Job owned: Brand-governed marketing content / campaigns
Payback thesis: Pays only when brand-governed campaign volume beats a general LLM — not for occasional drafts.
Leaning: WAIT on Pro until weekly marketing ship is real; CUT if ChatGPT/Copy.ai already covers
Grammarly
Job owned: Writing quality / style-guide enforcement across seats
Payback thesis: Pays when review time and brand/style consistency are real costs across many writers.
Leaning: KEEP if style-guide review time is real; CUT idle seats; WAIT on Enterprise until SSO/DLP required
PandaDoc
Job owned: Proposals / quotes / e-sign ops
Payback thesis: Pays when proposal cycle time and version chaos are costing deals or rework — not for occasional PDFs.
Leaning: KEEP if proposals are a weekly ops job; WAIT mid-CRM migrate; CUT if DocuSign-only already works
Frase
Job owned: SEO / GEO content research, draft, and content ops loop
Payback thesis: Pays when you publish SEO/GEO pages on a cadence and need research-to-publish ops — skip if Surfer already owns structure.
Leaning: KEEP if weekly SEO publish matches article caps; CUT if Surfer overlap; WAIT without a content owner
How to use these
- Start with the job owned — not the brand.
- Run your hours through payback and seat waste.
- Compare the set on tools that pay for themselves.
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