The AI SDR that shows its work

Every lead comes with its reasons.

Outstat finds companies with a reason to buy this quarter and scores each one from 0 to 100, showing the math and the sources. Old signals lose weight as they age. Then it writes the email and LinkedIn message and runs the sequence on autopilot, inside the rules you set.

See it on your market Compare with Valley, 11x, Artisan →

Account

Halden Freight

haldenfreight.com · Logistics · 1,200 employees

of 100

Fit 24/30Pain 23/30Intent 13/20Timing 12/20

Why nowScaling warehouses faster than its back office: 14 AP roles open, new COO from automation.

[1]Hiring 14 accounts-payable clerks across 3 sitescareers.haldenfreight.com/jobs+23.4Pain · 9d old
[2]New COO joined from a freight-automation scale-uplinkedin.com/company/halden-freight+12.6Intent · 21d old
[3]Opened a third distribution centrehaldenfreight.com/press+12.2Timing · 34d old

Signal agetoday

qualified accounts per search, on average

94%

agreement with a frontier-model reviewer

<$1

average cost of a full account search

Why it's different

Other AI SDRs give you a list. Outstat gives you the evidence.

Six things no other AI SDR does together. Each one comes from the same rule: if a lead's in your queue, you should be able to see why.

Score

A score you can argue with

Every account is scored 0–100: fit up to 30, pain up to 30, intent up to 20, timing up to 20. Each point links to the page it came from.

Decay

Signals expire

A funding round from last spring shouldn't outrank a hiring spree from last week. Every signal loses half its weight every 60 days, so the queue reorders itself.

Ask the table

Research columns in plain English

“Read their reviews and give me the biggest operational complaint.” Outstat plans the column, researches every row, cites the sources, and shows the cost first.

Open engine

Research that costs cents

Search, page reading and extraction run on an open engine with a low-cost model, not resold credits. A full account search averages under a dollar.

Autopilot

Run it from Claude

Tell Claude which companies you want. Over MCP, the autopilot researches, scores, finds decision makers, writes, checks and sends inside your budget and rules.

CRM brief

Your CRM gets the why

Qualified accounts sync with the score breakdown, recent signals with sources, the decision makers and an opportunity that follows the pipeline.

Ask the table

Research columns, in plain English.

Ask for anything and Outstat researches every row, cites what it read and shows the cost before it starts. Click a prompt to try it.

Company	Score	Why now	Funding	Open ops roles
Halden Freighthaldenfreight.com · Logistics	72	14 AP clerk roles open; new COO from automation	Series C · $48M	14 accounts payable
Corvel Paycorvelpay.io · Fintech	68	KYC backlog in Q3 letter; hiring 9 ops analysts	Series B · $31M	9 KYC / ops analysts
Brightloop Healthbrightloop.com · Healthcare	61	Claims denials up; acquired two clinics	Private equity	6 claims coordinators
Tessaro Supplytessaro.co · Distribution	54	New CFO; ERP migration announced	Bootstrapped	4 order-entry clerks
Merrow Insurancemerrow.com · Insurance	47	Hiring RPA developer; “automation” ×7 on earnings call	Public	1 RPA developer
Okapi Labsokapilabs.ai · Software	31	Seed round; no ops hiring yet	Seed · $6M	—

Compare

Outstat next to the other AI SDRs.

	Outstat	Valley	PumpGTM	11x	Artisan
Where leads come from	Live signals + your own research columns	LinkedIn signals, site visitors, search	Hiring, funding, tooling, LinkedIn engagement	Prospect database	300M-contact database
Lead score shows its math	Fit + pain + intent + timing, every point sourced	ICP qualification	Scored before outreach	Not advertised	Not advertised
Old signals fade	Half-life of 60 days	Not advertised	Not advertised	Not advertised	Not advertised
Research you can extend	Ask the table: new columns in plain English	60+ fixed data points	“Relevant because” line	Fixed	Fixed enrichment
Research cost	Open engine, price shown before you run	Per seat	Plan-based	~$5k/mo, quote only	Credit-based, quote only
Run it from Claude (MCP)	Yes, the autopilot is fed over MCP	Not advertised	Yes	Not advertised	Not advertised
CRM gets the reasoning	Brief with score breakdown and sources	CRM sync	Not advertised	CRM sync	CRM sync
Channels	Email + LinkedIn	LinkedIn + email	LinkedIn, X, email	Email, LinkedIn, phone	Email + LinkedIn
Autonomy	Autopilot inside a budget, score floor and send rules	You approve messages	You approve list and messages	Fully autonomous	Autonomous with controls

From each vendor's public product pages, October 2026. “Not advertised” means we couldn't find it, not that it doesn't exist.

Autopilot over MCP

Tell Claude who you want. Outstat does the rest.

Every lead is researched, scored, given decision makers and a sequence, then checked before it goes out.
You set a daily budget and a minimum score. Leads below the floor never get a message.
A reply on any channel pauses every other channel. Every action is logged with its reason.

1. Queued6

2. Researching9

3. Scoring4

4. Finding people7

5. Writing12

6. Sending41

Claude · outstat MCP connected

youFind 40 logistics companies hiring AP or billing clerks, and add the good ones to autopilot.

tool calloutstat.add_leads(leads: 63)

tool calloutstat.autopilot_settings(min_score: 55, budget: $20/day)

claude63 companies queued. 41 have qualified so far (score 55+). The top one is Halden Freight at 72: 14 AP roles open and a new COO. Sequences go out from 9:00 local time, and any reply pauses every channel.

CRM brief

Your CRM gets the why, not just the name.

Qualified accounts sync with the score breakdown, recent signals with sources, decision makers and an opportunity that follows your pipeline. The next rep starts with the whole story.

Outreach brief · synced to CRM

Halden Freight · 72

Why now: Scaling warehouses faster than its back office.
Score: Fit 24 · Pain 24 · Intent 12 · Timing 12
Signals: 14 AP clerk roles [1] · New COO [2] · New DC [3]
Contact: Maren de Vries, COO · decision maker 88
Stage: Qualified → Screening on first reply

Pricing

Priced per pipeline, not per seat.

Every plan includes research, scoring, writing, email and LinkedIn from your own connected accounts, and the reply-stops-everything rule. Prices in US dollars, billed monthly.

Trial

Free14 days