Sorzio
PricingDocs
Sign inStart free
Start free

Enrich, verify, qualify, and write outbound inside Claude, ChatGPT, Cursor, and Google Sheets. Pay only for rows that succeed.

Start free · $20 credit

Product

  • Pricing
  • Hosted Links
  • Flows
  • Models
  • Tools
  • Compare
  • Install

Connect

  • Documentation
  • MCP Developer Hub
  • Platform API
  • Claude
  • ChatGPT
  • Cursor

Resources

  • Use cases
  • Case studies
  • Guides & Blog
  • Glossary
  • Help Center
  • Contact Support

Company

  • About
  • Security
  • Sorzio vs Clay
  • Sorzio vs Apollo

Legal

  • Privacy Policy
  • Terms of Service
  • Cookie list
  • Subprocessors

Empra Consultancy LTD
hello@sorzio.com

Sorzio (formerly ReplyLabs) is built and operated by Empra Consultancy LTD (https://www.sorzio.com) and is an independent product and company not affiliated with Reply.io (Reply, Inc.).

Sorzio|PrivacyTermsCookiesSubprocessors

© 2026 Empra Consultancy LTD. All rights reserved.

Home/Case studies/Clarity Systems
OPERATIONS & EXIT READINESS · SCHEDULED SHEETS FLOW

Clarity Systems qualified 3,200 founder-led businesses and M&A broker partners inside Google Sheets for $36.31.

How Clarity Systems identifies owner-dependent mid-market companies and M&A brokerage partners for its 12-month ClarityOS framework using a three-step Sorzio Flow inside Google Sheets.

Start freeSee pricing
Clarity Systems
$36.31
Clarity SystemsGoogle Sheets
ROWS
3,200
SPEED
7 min
COST
$36.31
Clarity Systemsdoitwithclarity.orgOUTCOME SUMMARY · EXECUTION STACKGoogle SheetsGoogle SheetsOpenAIOpenAIClaudeClaude
$36.31FlowsPricingvs Clay
CHALLENGE · BEFORE SORZIO
  • Identifying established founder-led firms where operations still bottleneck through the owner required reading team pages manually.
  • Sending broker partnership and owner-readiness outreach without fresh SMTP checks risked deliverability on primary domains.
OUTCOME · SUCCEEDED ROWS ONLY
  • 6-page Website Enrich plus Decision Mode isolated 1,180 owner-led firms and active M&A advisers from 3,200 raw rows.
  • Verified 1,180 addresses and wrote grounded readiness notes directly in Google Sheets for $36.31 total.

What changed after the first run.

1,180Qualified owners & M&A brokers kept2,020 off-fit or parked rows stopped before verification spend
$36.31Total three-step Flow bill across 3,200 rows250 unreachable domains billed $0.00 automatically
7 minEnd-to-end execution in Google SheetsZero CSV exports between prospect tabs and outbound sequences
EXACT FLOW & COST MATH

Step-by-step run receipt.

01

6-page Website Enrich

Auto Website Enrich across homepage, about, services, and leadership pages

Captured leadership structure, tenure cues, service lines, and broker deal-advisory positioning inside Sheet1.

VOLUME
3,200 domains (2,950 live succeeded; 250 dead billed $0)
RATE
$0.006 / URL
LINE TOTAL
$17.70
02

Decision Mode Owner & Broker Fit Gate

typesafe-ai/jev-1.14.0 calibrated 3-way routing (keep / reject / unsure)

Stopped 1,770 corporate subsidiaries, micro-agencies, and non-advisory directories before email verification.

VOLUME
2,950 live sites > 1,180 qualified rows kept
RATE
$1.00 / 1,000 rows
LINE TOTAL
$2.95
03

SMTP Verification + Grounded Sheets Openers

No2Bounce ($0.01/email) + Generative AI on deliverable rows

$11.80 on inbox verification plus $3.86 to draft grounded ClarityOS independence and broker partnership notes.

VOLUME
1,180 verified > 990 deliverable readiness notes
RATE
$0.01 verify + ~$3.90/1k AI
LINE TOTAL
$15.66

Placing a $2.95 Decision Mode checkpoint directly after 6-page website enrichment inside Google Sheets eliminated 63% of non-fit domains before verification or copywriting ran, keeping the entire 3,200-row outbound prep cycle under $37.

Architecture Spotlight
Clarity Systems Google Sheets Flow (doitwithclarity.org)
TOTAL BILL · $36.31

Run the same workflow on your list.

Lead enrichment

Lead enrichment in Google Sheets

Read use case
ICP scoring and Decision Mode

ICP scoring with Decision Mode

Read use case
Email verification

Email verification in Google Sheets

Read use case

More customer stories.

All case studies
Empra0% markup
Empra
Claude MCPAnthropic BYOK

Empra enriched, qualified, and personalized 18,400 B2B accounts across 8 client mandates at 0% AI markup.

Read the story
Shepherd Gate680 matched
Shepherd Gate
Claude MCPLinkedIn

Shepherd Gate mapped 2,400 global institutional allocators and family offices in 14 minutes for $63.63.

Read the story
SocialOS3.1x demos
SocialOS
Claude MCPCursor MCP

SocialOS enriched 3,600 advisory partners and booked 3.1x more product demos from Claude and Cursor MCP.

Read the story
Perk
-93% bounces
Perk
Google SheetsClaude MCP

Perk enriched 8,500 multi-office scaleups for travel and spend signals, cutting hard bounces by 93%.

Read the story

Start with $20 of free credit.

Start freeSee pricing
  • Cost shown before every step
  • Pay only for rows that succeed
  • Google Sheets, Claude and ChatGPT