Best Places to Launch Your AI Tool in 2026: 9 Boards Ranked

TL;DR: The best places to launch your AI tool are Product Hunt and Peerlist, which send a median of 279,160 and 80,645 organic visitors a month against 112,211 for all eight other boards on this list combined (Ahrefs, seven months to 2026-09-10). Nine launch boards clear my traffic floor, and Domain Rating puts them in a substantially different order. That is why I stopped ordering by DR.

In June 2026 I drafted a 37-platform version of this page and ranked every board on it by Domain Rating. I never published it. Pulling the traffic numbers is what killed it.

This update goes further than the first version did, because a one-day snapshot turned out to be the wrong instrument. I pulled seven months of monthly traffic for every board instead, and two of the nine only clear my floor on a good month. I say which two and why they stayed.

I also verified what each board charges. Every competing list of product launch websites I read either skips the cost or gets one of them wrong.

Why domain rating ranks product launch sites almost backwards

Launch boards build their backlink profiles out of the products they list, and that mechanism is what you need before you read anyone’s DR-ordered list of them. A free listing is usually conditional on installing a badge that links back. Every founder who launches donates a link.

Do that a thousand times and Domain Rating climbs into the seventies whether or not a single reader ever browses the site.

Smol Launch documents the trade openly. Its pricing page describes the free tier as earning “a verified listing by adding the Smol Launch badge to your site” (checked 2026-09-10).

Fazier does the same thing, labelling its entry tier “Free with embed badge”. Neither of those is a criticism. It’s just the clearest available statement of how these boards got their DR.

Rank the nine by Domain Rating and Fazier finishes second. Rank them by traffic and Fazier finishes eighth.

Dev Hunt, which has the lowest DR of any board here at 63, sends nearly seven times Fazier’s median traffic. Uneed carries eight fewer DR points than Fazier and roughly fifteen times the visitors.

So a high DR tells you a board has collected a lot of maker links. It won’t tell you whether anyone finds your listing next March.

The four filters every product launch platform had to pass

Four filters, applied in order, cut a starting set of 26 product launch sites down to nine.

1. Runs a dated launch with a public vote or queue. Products go live on a date and get ranked. Evergreen listing sites are directories, and they live on a different page.
2. Has a browsable AI category. I loaded each category URL and confirmed a 200 response with AI products on it. If a reader browsing AI tools can’t reach your listing, the listing is decoration.
3. Sends at least 400 organic clicks a month on its latest Ahrefs reading, measured with `site-explorer-metrics` in subdomains mode on 2026-09-10.
4. Keeps the listing at a permanent URL once the launch window closes.

That 400-click floor is deliberately low. It isn’t an audience. It’s proof the board is indexed and read at all, and below it a listing is a backlink and nothing else.

The change in this version is that filter 3 now reports two numbers per board. A single reading moves more than I expected, so the table carries each board’s seven-month median alongside its latest figure. Read the median as the reliable number and the latest as today’s weather.

zplatform.ai isn’t on this list either. We publish research and reviews and we take submissions at /submit-ai-tool/, but we don’t run dated launches with a public vote, so filter 1 disqualifies us exactly the way it disqualifies Futurepedia.

The 9 best places to launch your AI tool, ranked by traffic

#	Board	DR	Median clicks/mo	Latest	Launch model	Free launch?
1	Product Hunt	91	279,160	327,257	Daily leaderboard	Yes
2	Peerlist	77	80,645	83,584	Numbered weeks	Yes
3	BetaList	76	20,811	20,849	Curated queue	No, all paid
4	Uneed	75	5,720	6,988	Daily board	Yes
5	Dev Hunt	63	2,652	37,168	Weekly, GitHub-verified	Yes
6	MicroLaunch	64	1,197	1,069	Month-long ranking	Yes
7	TinyLaunch	73	700	1,693	Same-day	Yes, standard queue
8	Fazier	83	383	850	Daily leaderboard	Yes, badge required
9	Smol Launch	73	103	416	Weekly, 7 days on the front page	Yes, badge and queue

Median is the middle of seven monthly readings from March to September 2026. Latest is the spot figure on 2026-09-10. Domain Rating and traffic both come from Ahrefs, subdomains mode.

Read the two traffic columns against each other and the argument makes itself. Product Hunt’s median is about two and a half times the other eight boards put together, so if you only launch once, that’s where you launch.

Peerlist is the one most AI founders underrate. Its launch surface sits inside a professional network for developers, which makes those visitors disproportionately technical, and for a tool with an API that’s the highest-quality traffic on this page. Its Launchpad runs in numbered weeks (week 37 when I checked on 2026-09-10) rather than daily cycles, so you get seven days of shelf life instead of a single 24-hour sprint.

BetaList is third on traffic and the only board here where a free launch is no longer possible at all. More on that under the free-to-launch question below, because every other list I checked still has it filed as free.

Dev Hunt is the interesting one. It verifies submissions against GitHub, runs a weekly vote, and its whole audience is developers, which is why it belongs on any list aimed at AI tooling with an API or a CLI.

Its median sits at 2,652, and its September reading was 37,168. That is not growth I would bank on yet, and I explain why below.

Uneed rewards a fast queue with a genuine indie audience, and it has been climbing steadily all year: 3,020 in May to 7,880 in August, the cleanest upward trend of any board here.

Three of the six smaller boards sell a slot above the voted list

TinyLaunch, Fazier and MicroLaunch all place a paid or featured placement above the community-voted ranking, which is worth knowing before you pay for one. BetaList and Dev Hunt do not.

Smol Launch is the newest board here, and the smallest

Smol Launch runs one board a week and keeps your product on the front page for all seven days. Its AI and ML category is a real browsable page at `smollaunch.com/categories/ai-ml`, which returned HTTP 200 listing 362 AI and ML products ranked by community votes.

Its median of 103 clicks a month is the lowest number on this page by a distance, and the reason is that it barely existed in March. Ahrefs recorded zero organic traffic for it in March, April and May 2026, then 103 in June, 653 in July and 2,162 in August. A board four months old has no meaningful median, which is exactly why I report both columns rather than picking one.

Its outbound listing link is genuinely followed: on a live product page the Visit Website anchor carried `rel=”noopener noreferrer”` with no nofollow, while the paid advertisement slots on the same page were correctly marked `sponsored nofollow`. That is rarer than it should be, and it is the main reason a 416-click board earns a row here at all.

Are sites like Product Hunt free to launch on?

Eight of the nine let you launch for free. BetaList is the exception: as of 2026-09-10 its own FAQ states “All submissions are paid. There is no free submission option.” Paid tiers on the other eight buy you three things, and only three: skipping the queue, dropping the badge requirement, and placement above the voted list.

Here is what I found on each vendor’s own pricing page on 2026-09-10.

Board	Free tier	What paying buys	Price
Product Hunt	Yes, unrestricted	Nothing required	Free
Peerlist	Yes, unrestricted	Site-wide ads sold separately	Free
BetaList	None	Faster featuring, guaranteed newsletter slot	Plans shown at checkout, full refund if not selected
Uneed	Yes, standard queue	Choose your launch date	Skip the Line $29.99; Uneed Pro $99/yr, was $139
Dev Hunt	Yes, unrestricted	Nothing sold above the vote	Free
MicroLaunch	Yes	Premium placement	$39, was $49; product review and action plan $129
TinyLaunch	Yes, standard queue	Skip the queue, featured slot	$39/launch; featured $15 to $30/week; $279 one-time
Fazier	Yes, badge required	Drops the badge, adds a top-3 backlink	$29 / $49 / $99 tiers
Smol Launch	Yes, badge and queue	Drops both, plus featured week	$19; $39 Premium+; $99+ Everywhere; Maker Pass $99/yr

Two of those entries are worth pausing on.

BetaList still appears as “free queue, paid expedite” on the highest-ranking Product Hunt alternatives list in Google right now. That has been wrong for a while. What BetaList does offer is unusual and better than a free tier in one respect: if the editorial team doesn’t select your startup, the payment is refunded in full, automatically, and every accepted plan includes a dofollow backlink.

Smol Launch’s free queue is moving fast enough that a screenshot goes stale in a day. On 2026-09-09 its pricing page showed the next free week as Sep 28 with 100 products ahead in a 50-slot week. On 2026-09-10 the same page showed Oct 5 with 150 ahead.

So the free queue grew by fifty products and slipped a week in twenty-four hours, which puts a free launch roughly three weeks out and lengthening. Premium at $19 drops the badge and the queue.

Is Product Hunt still worth it in 2026?

Yes, if you can get about fifty people to show up on a day you choose. Product Hunt’s median of 279,160 organic visitors a month is roughly two and a half times every other board on this list combined, so no alternative replaces it. It converts an audience you already have, and it does very little for a tool arriving cold.

That single condition decides the whole plan, and it is the honest answer to why so many founders come away disappointed. Product Hunt is not a discovery engine that finds users for you. It’s an amplifier pointed at whatever audience you bring, and an amplifier pointed at nobody is quiet.

The people asking for Product Hunt alternatives are usually asking one of two different questions. If you want a board that sends comparable traffic, there isn’t one, and any list telling you otherwise is padding. If you want a board where a product with no audience can still finish near the top, that’s a real question with real answers, and it’s the next section.

How many product launch websites should you submit to?

Three, spread over about six weeks. A product launch is a sequence rather than a single date: one board where you can realistically place well, Product Hunt once you have votes and a first review to point at, and one board whose audience matches your tool specifically. Beyond three the marginal listing is a backlink, not a distribution channel.

Nine launches is a week of admin and one backlink profile. I’ve watched founders treat the full list as a checklist and finish with 37 listings, no users, and a link profile that looks assembled rather than earned.

Pick the third slot on audience rather than size. For an AI tool with an API or a CLI, that’s Dev Hunt or Peerlist, where the readers are developers.

For a micro-SaaS doing one job well, MicroLaunch runs month-long rankings instead of a daily sprint, so a small product stays visible longer. For anything pre-launch that needs a waitlist rather than users today, BetaList is the specialist, and it’s the one case where paying up front is the point rather than an upsell.

Where do you launch a startup with no audience yet?

Start with Smol Launch or Uneed, not Product Hunt. A week on the front page of a small board reaches more people than four hours on the front page of a large one when nobody is voting for you. Launch on Product Hunt second, once the votes and the first reviews exist and you have something to point at.

This is the inversion most product launch advice gets backwards. The standard sequence puts the biggest board first, which spends your one shot at Product Hunt on the day you are least equipped to use it.

Buy time instead of intensity. Smol Launch gives seven days on the front page and MicroLaunch gives a month-long ranking, and on a board with a few hundred monthly visitors a top-three finish is achievable without a mailing list.

That finish is the asset. It gives you a screenshot, a quote, a permanent listing URL and a few real users who will comment on the Product Hunt thread later.

Then go to Product Hunt with all of that in hand.

The Product Hunt alternatives I left off, and why

LaunchIgniter is the entry that best explains the ordering problem. It carries DR 74 and sends 1 organic click a month (Ahrefs, 2026-09-10).

Rank by Domain Rating and it finishes above five of the nine boards that actually qualified. Its $12 listing does buy a genuine dofollow link, so it isn’t a scam, just a board with almost no readers. That is the distinction this whole page turns on: a cheap backlink and a launch venue are two different purchases.

ScrollLaunch fails the same filter less dramatically: DR 70, 31 organic clicks a month.

Show HN is the omission I’m least comfortable with, and it fails on filters 2 and 4 rather than on traffic. Hacker News has no browsable AI category, and a Show HN post is a thread, not a permanent product page.

Launch there anyway if your tool is developer-facing, because the ceiling is higher than anything on this list. It just can’t be ranked on the same axis as a board with category pages.

Reddit and Indie Hackers fail filters 1 and 4 for the same structural reason, and most of Reddit’s outbound links are nofollow. Both are worth your time as places to talk to people. Neither is a launch venue you can rank by traffic, and lists that mix them in with Product Hunt are comparing a room to a leaderboard.

Hugging Face Spaces fails filter 1. No launch date, no vote, so a Space is a hosting and demo surface rather than a place to announce a new product.

There’s An AI For That and Futurepedia also fail filter 1. Both are directories, where a paid listing sits in a category forever and no launch event happens, and both are covered with their own traffic numbers in the AI directories audit. AppSumo fails filter 1 too, because a lifetime deal is a revenue event rather than a launch, and it is a different trade entirely: I broke down what that trade costs a founder in my AppSumo review.

Read these traffic numbers as bands, not measurements

They tell you whether a board is indexed and read. They do not tell you how many of those readers will click through to your listing, and any figure that claims to is invented.

I’m spelling out the limits because I’ve now watched these numbers move enough to distrust a single reading, and because no other list on this topic publishes numbers at all, which makes it worth showing exactly how much weight mine carry.

Three things I’d want a reader to know:

One month is not a trend. Dev Hunt sat between 1,454 and 3,388 monthly organic visitors from March to August 2026, then recorded 31,068 in September. That is a twelve-fold jump in one month.

It might be a genuine breakout and it might be an index refresh. I’ve ranked Dev Hunt fifth on its median rather than third on that spike, and I’d rather be corrected in October than move it up on one data point.

Even stable boards swing by a third. Peerlist ranged from 76,810 to 119,285 across the same seven months without anything notable happening. Treat every figure in the table as a band, not a measurement.

New boards have no median worth reading. Smol Launch shows zero traffic for the first three months of my window because it was not yet indexed for anything. Its 103 median describes a startup phase, not a ceiling.

These are Ahrefs estimates of organic search traffic to the whole domain. They are not the visitors your specific listing gets, and a launch board’s real launch-day audience arrives from its newsletter, its homepage and its social accounts, none of which appear in an organic traffic number. What the organic figure does prove is that the site has an index presence six months after your launch window closes, which is the difference between a listing and a landfill.

Where to list your AI tool after the launch week ends

Launch on three of the nine, in the order that fits how much audience you have today. Then stop, because a product launch ends and the listings that still send visitors in six months are a different job with a different shortlist.

That job is directories, not launch boards: evergreen category pages where a listing sits permanently rather than a dated event you can finish. I audited those separately and the traffic floor took the field from 43 down to the 27 AI directories that survived. If you’d rather not work through them by hand, my directory submission service does the submissions for you.

And if your AI tool is genuinely good, send it to me. I look at everything, and the ones worth writing about end up in the ZPlatform tool research.

I hope this breakdown was useful. If you have a launch board I’ve missed, or numbers of your own that contradict mine, drop a comment or ask in our community. I reply to every one. Cheers.