Is launching an AI product the same as AI visibility?

No. EarlyHunt and TAAFT send people shopping for tools. AlternativeTo, G2, and PeerPush are the citation job. Do the hunt when the demo works; do the directories when the facts are stable.

Should every AI wrapper go on EarlyHunt?

Only if you can explain the non-wrapper part in one sentence and someone can finish a task without a sales call. Early-adopter rooms have seen a thousand chat UIs.

Best for

People shopping for the next tool are not the same as models that cite you.

EarlyHunt, TAAFT, FutureTools, and Hugging Face send humans who are already looking for AI. That is a different job from getting cited in ChatGPT — do both, on different days.

#45

EarlyHunt

Same Hunt weekly machine, labeled for AI tools. Useful if your buyer is an early-adopter who already lives in AI Twitter — not if you sell payroll software.

Launch boardsWeekly cycleProfile

There's An AI For That

If you are an AI product, you list here. Traffic is comparison-shaped, not launch-day-shaped. Task pages compound for months.

AI / GEOAlways onProfile

#10

FutureTools

FutureTools is one of the better-known AI directories after TAAFT. Submission is a form plus wait. Ranking inside a category is the prize, not ‘getting listed.’

AI / GEOAlways onProfile

#13

Hugging Face

Spaces, models, and papers are how ML products get discovered. A README and a working Space beat any hunt badge. Irrelevant if you do not ship machine learning artifacts.

CommunitiesAlways onProfile

Toolify

Second catalog you list on after TAAFT. Useful for comparison SEO. Paid ranking is optional and obvious — do not confuse it with earned placement.

AI / GEOAlways onProfile

How to use this shortlist

Lead with a tryable demo, not the model name on the homepage.
Pick EarlyHunt as the Hunt weekly only if the product is AI-native — skip it for payroll software.
Submit TAAFT, FutureTools, and Toolify in the same month, not the same morning.
If the artifact is a model or Space, Hugging Face is the native surface; Product Hunt is optional extra reach.

FAQ

Want a custom order? Use the recommender. For the calendar behind a shortlist, read the four-week sequence.