Why finding competitors is hard
Most teams find competitors the same three ways, and all three have the same blind spot. They surface whoever's loudest, not whoever's actually winning deals.
A quick Google gets you the companies with the biggest ad budgets in your category. Sales calls come back with the same three names that were on the battle card last quarter. And the analyst lists you're paying for tend to land a few months after the rivals they cover have already shipped twice.
The gap between "noisy" and "actually taking my customers" is where most competitive surprises come from. That's what this page is about.
How the map gets built
We work backwards from your own site. Who you are, what you sell, and who you sound like, and then we fan out from there.
No single signal is decisive on its own. The map is the overlap.
Your site's positioning
We read your homepage, pricing, and blog to anchor what "competitor" even means for you.
Search overlap
Who ranks for the terms your buyers actually type.
Ad overlap
Who's bidding on your brand, and who's bidding on your top category terms.
Review-site neighbors
The companies that show up on the same shortlist as you on G2, Capterra, and app stores.
Category embeddings
Semantic neighbors. The niche rivals Google misses because the words don't quite overlap.
Press and news co-mentions
Anyone named alongside you or your top rival, regularly.
Primary, Indirect, Emerging
Not every competitor deserves the same airtime. We sort the map into three groups so you can tell what to read weekly, what to glance at monthly, and what to leave alerts for.
The point isn't that emerging names don't matter, it's that they don't need to eat the same share of your week as the ones closing deals against you right now.
Primary
Head-on for the same customers, the ones on the shortlist when your buyer is deciding. Read their moves weekly.
Indirect
Adjacent. Different approach, overlapping need. They compete for the same budget, not necessarily the same deal. Glance monthly.
Emerging
New names showing up in your category. Funded, talked about, still small. Set alerts and let them prove themselves.
Competitor map · ai.com
8 rivals mapped
What you do with the map
Once the map is built, three things fall out naturally.
The map is the first five minutes. The rest of the product is the weeks that follow.
Pick who earns your attention
Save a watchlist. You don't have to watch every company on the map, only the ones that matter to what you're working on right now.
Open a profile
Each company gets its own page: positioning, pricing, launches, news, marketing, reviews. Everything on one scrollable surface.
Turn on weekly signals
We watch your watchlist and send you a short list of what changed, ranked by how much it matters.
Common questions
Still weighing it up?
We're pre-launch. Does this work with no traffic?
Yes. The map reads positioning, not traffic, so a sentence like "we're a tool that helps you do X for Y" is enough to get started. It sharpens once you ship and real signals start accumulating.
What if our category doesn't really exist yet?
Even better. Semantic neighbors catch the companies the category name hasn't been invented for yet, which is usually where the real contenders are hiding.
How often does the map refresh?
Monthly on the free trial, weekly on paid plans. You can also re-run it manually any time your positioning changes.
Does it work for non-English or international markets?
Beta. Send us your URL and we'll confirm before you commit.
