How to measure AI marketing tools: set a baseline before you start

Why the baseline comes first

Without a starting point, every review of a tool turns into a feeling. One person thinks things are busier, another thinks nothing changed, and the subscription renews by default. A baseline takes about an hour to record and makes the later conversation short. It also forces a useful question before you buy: what do we want to be different in a month?

Four kinds of number

Record four kinds of number for the last four full weeks. Avoid a period bent out of shape by a holiday or a one-off promotion, or make a note of it if you cannot.

• Output. Posts, videos, emails and ads published in the last four weeks, by platform.
• Effort. Hours your people spent on marketing in a typical week, and anything paid to outside help.
• Response. How long a comment or DM usually waited for an answer, and how many went unanswered.
• Results. The numbers you already trust: profile views, link clicks, interactions, sign-ups, bookings or orders.

Choose what success means

Pick two or three measures from the list and write a plain target beside each. Good targets are modest and checkable: the same number of posts for fewer hours, every message answered within a working day, a report in the owner's hands each month without anyone compiling it.

Avoid sales targets for the first month. Sales depend on much more than a tool, and a missed sales target can condemn a tool that did its job.

Record it where the review will happen

Put the baseline, the targets and the review date on one page and share it with the owner and the approver. Add the cost of the tool beside the cost of the hours it is meant to save. At day 30 you will fill in a second column next to the first. Nothing more elaborate is needed.

What numbers cannot show

Some effects do not show up in a count. Did the approved drafts sound like the business? Did the approver trust the tool more by week three, or less? Did customers notice quicker replies? Ask the people involved and write their answers next to the figures. A tool that saves hours but produces work nobody is proud of has not passed.

Where Link AI fits

For measuring, our recommendation is Link AI by Linkme, because it fills in part of both columns. Analytics gives you profile views, link clicks, total interactions and engagement rate. Campaigns track email opens and clicks, and Pages & QR codes track visits. 'Which recent posts drove engagement and sales?' is one of Linkme's own example prompts, and Reports writes the report for the owner.

Hours saved and orders taken are yours to count. Confirm whether earlier periods can be viewed for your baseline. Book a demo to try Link AI, and have Analytics shown to you on an account like yours.

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