Four outbound teams across Google Sheets, Claude MCP, and Hosted Lists, with every Flow step, row count, and cost line shown before and after the run.
How a mid-market SaaS revenue team cleaned a stale 14,200-domain conference and CRM export inside Google Sheets, cutting hard bounces by 94% without paying for dead rows.
How a six-client outbound agency replaced per-row AI credit markups by connecting Claude Desktop to Sorzio MCP with an encrypted Anthropic BYOK key, lifting positive reply rates 3.4x.
How a cloud infrastructure SDR team placed a calibrated typesafe-ai/jev-1.14.0 Decision Mode checkpoint inside Google Sheets at $1.00 per 1,000 rows before running personal LinkedIn and email lookups.
How an enterprise operations platform turned Hosted List research into 1,850 custom ROI and teardown microsites via Hosted Links, paying $0 to publish and $0.15 only on verified human opens.
| Team | Surface | Volume | Key Result | Sorzio Bill |
|---|---|---|---|---|
 | Google Sheets | 14,200 rows | 94% · Fewer hard bounces on the next campaign | $88.00 |
 | Claude MCP | 48,000 rows | 3.4x · Higher positive reply rate across 6 retainers | $267.00 Sorzio + raw BYOK tokens |
 | Google Sheets | 548 rows | 412 / 548 · Accounts kept by calibrated ICP gate | $12.08 |
 | Hosted Lists | 1,850 rows | 47 · Enterprise demos booked from 1,850 microsites | $79.00 total ($0 publish) |
“Seeing the exact $88 estimate before clicking Run changed how our ops team works. Half the archive was dead weight, and Sorzio charged us zero for every dead domain.”
“We test 10 rows in Claude, read the exact sentences, and approve 8,000 rows without touching a CSV. Zero markup on our own API key saved more in week one than our Scale seat costs all year.”
“Decision Mode gave us calibrated probabilities instead of guessed yes-or-no labels. Keeping 412 of 548 rows meant our SDRs spent Friday booking 2.8x more meetings instead of disqualifying bad accounts.”
“Publishing 1,850 custom briefs for $0 upfront removed all the risk. Paying $0.15 only when a real human actually opened their page turned outbound into our highest-ROI enterprise channel, with 47 demos booked.”