Ranked on hard constraints first. Never a mystery score.
6hard constraints
2hops to almost anyone
0unexplained scores
app.dealson.io
01
The problem
A number with nothing behind it
Most matching hands you a percentage and no way to check it. You cannot see what produced it, so you either believe it or you ignore it. Most people ignore it.
Worse, the ones that look good often fail on something basic — wrong stage, wrong geography, a policy that excluded you before anyone looked.
02
What it is
Matches
Deals On ranks on hard constraints first, and only then on relationship paths and evidence.
Stage, sector, geography, ticket size, policy, exclusions. Those decide eligibility. Anything that fails them is filtered before ranking begins, so it never reaches your list at all.
The model explains a match. It never overrides the eligibility rules that produced it. And if the stage is wrong, that sits next to the fit instead of hidden behind it.
How it moves
Filter. Rank. Explain.
Step 01
Filter
Hard constraints decide who is eligible. Ineligible matches are removed, not ranked low.
Step 02
Rank
What remains is ordered on relationship paths and real evidence.
Step 03
Explain
Each row carries why it surfaced and what the concern is.
The surfaces
The same thing, everywhere you work.
Discover
Matches on a phone
Fit, reason and concern
Also in the app
Discover — the same graph, browsed by role
9:41
app.dealson.io
In detail
What that actually means.
Four things worth knowing before you decide whether this is for you.
Constraints before cleverness
Eligibility is a rule, not a weight. A model cannot argue its way past it.
The concern is shown
Beside the fit, not underneath it. A 71% with a named stage concern is more useful than an unexplained 90%.
One list, every kind
A fund, an open lane and a company can sit in the same ranked list.
Ranked for now
Against your current intent, not your job title or last year’s round.
What it will not do
The model explains, it never decides
Eligibility is computed from rules you can read. The language model writes the reason afterwards — it has no ability to promote something the rules excluded.
Who it is for
Anyone tired of introductions that miss
If you have ever taken a meeting that failed on something knowable in advance, this is the part that removes those.
