Product launch timeline for AI tools: pick the date, then plan backwards

A launch timeline is just a launch plan with dates on it. The hard part is not the template; it is choosing the date and knowing which tasks can move and which cannot. This guide covers both. For the full week by week template, see the product launch timeline.

Step 1: choose the date with the market, not the roadmap

Engineering will tell you when the product is ready. The market tells you when a launch will be heard. Before fixing a date, check:

• Competing announcements. Large AI labs ship on short notice, but conference weeks and known events are predictable. Avoid them.
• Your buyer’s week. B2B tools launch best Tuesday to Thursday. Consumer AI apps can do well on weekends.
• Holidays in your main markets. A launch during a holiday week reaches a fraction of the audience.
• Your own team. Do not launch the day before the founder flies somewhere.

Step 2: work backwards from the date

Write the launch date at the bottom of a page and work up:

When	Must exist
L minus 1 day	Thread scheduled, war room set, reply bank written
L minus 1 week	Teasers running, product frozen, amplifiers confirmed
L minus 2 weeks	Date locked, team briefed, load test done
L minus 3 weeks	Creators have early access, ads planned
L minus 4 weeks	Video and thread drafted, landing page updated
L minus 6 weeks	Goal set, founder account posting, waitlist open

If today is already past one of these rows, either do the work in parallel or move the date.

Step 3: find the critical path

Three things take calendar time no matter how hard you push:

1. Audience. A founder account needs weeks of posting before it can carry a launch.
2. Creator relationships. AI creators need time to try the product and form an opinion.
3. The video. Scripting, recording, editing and testing take longer than expected, every time.

Start these first. Everything else (copy, landing page tweaks, ads setup) can be done in days.

Step 4: decide what happens if the date slips

Write the rule before you need it: “If the product is not stable by L minus 10 days, we move the launch by two weeks.” Moving a date early is cheap. Moving it after creators have scheduled posts is expensive and burns goodwill.

The launch plan in one page

Your launch plan should fit on one page: the goal and number, the date and hour, the owners, the six milestones above, and the launch day run of show. If it does not fit, it is too complicated to execute under pressure.

Not sure if six weeks is enough for you? The launch readiness score shows which areas need the most time.