Can AI replace our SDR outreach?

Receipt · 2026-08-12

This is the raw model output this answer rests on, stored at test time and never edited. The content hash below is recomputed from these bytes on every build. Back to the answer.

Modelclaude-haiku-4-5-20251001
Model versionclaude-haiku-4-5-20251001
Run at2026-08-12T07:37:44.862227+00:00
Prompt hash03fa0b0121026f535ffb08032290ca90261dc1d7d1899861505fb1960c5503f4
Output sha-25678b1dc1c6985fc34edcdfc4b2e57c627afe980cce44d03b122c0ee32fdba1051
Stored atreceipts/78b1dc1c6985fc34edcdfc4b2e57c627afe980cce44d03b122c0ee32fdba1051.txt

The exact prompt

Here is one prospect, what we sell, and one genuine reason this specific prospect might care, which I have written myself. Draft a three-sentence outreach email in plain English with no flattery and no invented familiarity, and flag anything in your draft you could not verify from what I gave you.

The raw output

# I'd be happy to help, but I don't see the prospect information, product details, or reason you mentioned.

Could you please share:

1. **The prospect** (company/person)
2. **What you sell** (product/service)
3. **The genuine reason** they might care (the specific pain point or need)

Once you provide those, I'll draft a three-sentence email and flag anything I can't verify.