Evals for GTM.

One API to continuously improve your GTM context and agents.

Try it for free
claude plugin marketplace add amdahlco/amdahl-cookbook; claude plugin install amdahl-gtm@amdahl-cookbook

Find winning outputs grounded in your market truth.

Cold opener · 48 words

Hi {{first}} — saw {{company}} pushing unified GTM data this quarter. We help teams like yours get cited answers from Gong + CRM without another dashboard. Worth 15 minutes?

62 / 100Partial · 2 gaps
  • Specificity (their motion / stack)78Pass
  • Proof before the ask45Gap
  • One clear CTA88Pass
  • Outcome / ROI hook32Fail
  • Length (≤90 words)92Pass

Fail — No measurable outcome. Won replies tie to a business result in 6 of 10; this stops at “cited answers.”

Go-to-market, like an engineer.

Driven by statistical learning and causal analysis of what your buyers say, how they progress in your funnel, and what actually works.

80% time saved

Chore's marketing team reclaimed their week after moving content production onto Amdahl

3.7x win rate

Reps surface more first-call objections and close more — measured on our own data

100x viral reach

Multiple Chore posts hit 100,000 impressions against a 1,000 baseline

SOC 2 Type II
Zero data retention with Anthropic
Tenant-isolated. Dedicated cloud option.
No training on your data.

Search, evaluate, and optimize against your buyer data.

Search

  • Ground every agent output in what uniquely works in your go-to-market reality, instead of surface-level assumptions.
  • Contextual retrieval your agents need: What to say, and to whom.
  • Semantic search across what your buyers actually said across your first-party data, not the public web.

Corpus · 12,406 calls · Gong + Salesforce

23 matches · 3 stall patterns

  • SOC 2 wait
    14
  • Redlines
    6
  • Pen test
    3
Northwind ENT34d stalled

“SOC 2 or we can't sign”

Acme Cloud28d stalled

“Legal won't move without a pen test”

Globex24d stalled

“Stuck in InfoSec's queue for weeks”

14 deals cite SOC 2 timing — not price. The stall is paperwork, not conviction.

Know what wins before you go to market.

Backed by world-class investors

a16z SpeedrunPrecursor Ventures