Skip to content
Navigation menu
Search
Powered by Algolia
Search
Log in
Create account
DEV Community
Close
GTM workflows with Apify and Claude Series' Articles
Back to Kevin Hall's Series
GTM signals from career data: querying a B2B people database from the API, Claude Code and MCP
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 14
GTM signals from career data: querying a B2B people database from the API, Claude Code and MCP
#
ai
#
automation
#
api
#
sales
1
reaction
Comments
Add Comment
9 min read
Moderation
Alumni signal: 6,140 ex-Big Tech founders and C-levels from a people database, with Apify and Claude Code
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 14
Alumni signal: 6,140 ex-Big Tech founders and C-levels from a people database, with Apify and Claude Code
#
ai
#
automation
#
api
#
sales
2
reactions
Comments
Add Comment
9 min read
Moderation
A job-change signal: 21,834 new sales leaders in one query, from a people database, with Apify and Claude Code
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 14
A job-change signal: 21,834 new sales leaders in one query, from a people database, with Apify and Claude Code
#
ai
#
automation
#
api
#
sales
1
reaction
Comments
Add Comment
9 min read
Moderation
A career-geography signal: 372,000 US professionals with an Indian employer in their past, with Apify and Claude Code
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 14
A career-geography signal: 372,000 US professionals with an Indian employer in their past, with Apify and Claude Code
#
ai
#
automation
#
api
#
sales
1
reaction
Comments
Add Comment
10 min read
Moderation
A spend gate for AI agents on metered data APIs: count, random sample, approved run, enforced by one Claude Code hook
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 14
A spend gate for AI agents on metered data APIs: count, random sample, approved run, enforced by one Claude Code hook
#
ai
#
automation
#
api
#
sales
2
reactions
Comments
Add Comment
11 min read
Moderation
Which B2B data Actor to run on Apify from Claude Code, by the key you hold: domains, profile URLs, emails, names or an ICP
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 14
Which B2B data Actor to run on Apify from Claude Code, by the key you hold: domains, profile URLs, emails, names or an ICP
#
ai
#
automation
#
api
#
sales
2
reactions
Comments
2
comments
15 min read
Moderation
Six call-list recipes with pay-per-found phone lookups on Apify and Claude Code: 10 accounts, 24 decision makers, 12 numbers
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 14
Six call-list recipes with pay-per-found phone lookups on Apify and Claude Code: 10 accounts, 24 decision makers, 12 numbers
#
ai
#
automation
#
api
#
sales
2
reactions
Comments
2
comments
9 min read
Moderation
A new-hires feed for your target accounts: one Claude Code prompt and one scheduled workflow on Apify
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 14
A new-hires feed for your target accounts: one Claude Code prompt and one scheduled workflow on Apify
#
ai
#
automation
#
n8n
#
api
1
reaction
Comments
Add Comment
12 min read
Moderation
Sales Navigator search export without cookies or a login: paste the URL in Claude Code, get the people from a B2B database
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 15
Sales Navigator search export without cookies or a login: paste the URL in Claude Code, get the people from a B2B database
#
sales
#
webscraping
#
api
#
leadgeneration
3
reactions
Comments
6
comments
10 min read
Moderation
What a metered data API sees when an agent runs it unattended: 103 parallel runs, 35,342 rate-limit hits, 1,021 results
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 16
What a metered data API sees when an agent runs it unattended: 103 parallel runs, 35,342 rate-limit hits, 1,021 results
#
ai
#
agents
#
api
#
aie
Comments
Add Comment
6 min read
Moderation
Inbound lead qualification from the email domain: company record, decision makers and the gmail case, with Apify and Claude Code
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 17
Inbound lead qualification from the email domain: company record, decision makers and the gmail case, with Apify and Claude Code
#
n8n
#
sales
#
api
#
leadgeneration
6
reactions
Comments
2
comments
9 min read
Moderation
B2B lead list by job title, company size and country, with work emails: count the ICP free, then pull it (Apify, Claude, MCP)
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 18
B2B lead list by job title, company size and country, with work emails: count the ICP free, then pull it (Apify, Claude, MCP)
#
leadgeneration
#
sales
#
api
#
n8n
Comments
Add Comment
10 min read
Moderation
Where B2B mobile numbers exist: a phone number finder hit-rate map by role and country, from 225 lookups (Apify, Claude, MCP)
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 18
Where B2B mobile numbers exist: a phone number finder hit-rate map by role and country, from 225 lookups (Apify, Claude, MCP)
#
sales
#
api
#
leadgeneration
#
automation
1
reaction
Comments
Add Comment
9 min read
Moderation
Account mapping by company domain: leaders, departments and work emails for 8 target accounts, with Apify and Claude Code
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 18
Account mapping by company domain: leaders, departments and work emails for 8 target accounts, with Apify and Claude Code
#
sales
#
api
#
leadgeneration
#
n8n
2
reactions
Comments
Add Comment
8 min read
Moderation
I pasted 5 Apollo search URLs into an Apify Actor. No Apollo login.
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 19
I pasted 5 Apollo search URLs into an Apify Actor. No Apollo login.
#
leadgeneration
#
sales
#
api
#
automation
1
reaction
Comments
Add Comment
11 min read
Moderation
Lusha alternative test: 91 ICP leads, 32 had a mobile number
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 19
Lusha alternative test: 91 ICP leads, 32 had a mobile number
#
leadgeneration
#
sales
#
api
#
automation
3
reactions
Comments
6
comments
7 min read
Moderation
243 of 417 leads in a typical ICP box were dead before the first email
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 22
243 of 417 leads in a typical ICP box were dead before the first email
#
leadgeneration
#
sales
#
coldemail
#
api
7
reactions
Comments
1
comment
10 min read
Moderation
The warmest cold list: 1,803 people who left HubSpot since 2025
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 23
The warmest cold list: 1,803 people who left HubSpot since 2025
#
leadgeneration
#
sales
#
b2b
#
api
3
reactions
Comments
Add Comment
13 min read
Moderation
5,860 fractional CFOs by headline, 2,631 by title. The gap is the list
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 25
5,860 fractional CFOs by headline, 2,631 by title. The gap is the list
#
leadgeneration
#
sales
#
b2b
#
api
2
reactions
Comments
Add Comment
13 min read
Moderation
Apollo alternative in Claude Code: 7 lead lists from one Apify Actor
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 26
Apollo alternative in Claude Code: 7 lead lists from one Apify Actor
#
leadgeneration
#
sales
#
ai
#
api
6
reactions
Comments
2
comments
12 min read
Moderation
Sales Navigator alternative in Claude Code: one saved search, one list
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 28
Sales Navigator alternative in Claude Code: one saved search, one list
#
sales
#
leadgeneration
#
ai
#
mcp
7
reactions
Comments
5
comments
12 min read
Moderation
Lusha and ZoomInfo alternative in Claude Code: a call list, four ways
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 29
Lusha and ZoomInfo alternative in Claude Code: a call list, four ways
#
sales
#
leadgeneration
#
ai
#
mcp
6
reactions
Comments
3
comments
9 min read
Moderation
Bulk email finder in Claude Code: 200 profile URLs, 64 still current
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 29
Bulk email finder in Claude Code: 200 profile URLs, 64 still current
#
sales
#
leadgeneration
#
ai
#
mcp
4
reactions
Comments
1
comment
10 min read
Moderation
B2B data API for AI agents: 7 Apify Actors I use in day-to-day tasks
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 30
B2B data API for AI agents: 7 Apify Actors I use in day-to-day tasks
#
ai
#
mcp
#
api
#
leadgeneration
5
reactions
Comments
Add Comment
19 min read
Moderation
What $10 buys on Apify in B2B data
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 30
What $10 buys on Apify in B2B data
#
leadgeneration
#
sales
#
api
#
mcp
8
reactions
Comments
2
comments
15 min read
Moderation
30 ready-made B2B data tasks on Apify, from lead lists to call lists
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Oct 31
30 ready-made B2B data tasks on Apify, from lead lists to call lists
#
leadgeneration
#
sales
#
apify
#
ai
8
reactions
Comments
7
comments
12 min read
Moderation
Champion tracking in Claude Code: who in my CRM changed jobs
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Nov 3
Champion tracking in Claude Code: who in my CRM changed jobs
#
leadgeneration
#
sales
#
crm
#
ai
3
reactions
Comments
1
comment
8 min read
Moderation
Clay alternative in Claude Code: one ICP, companies, leads and jobs
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Nov 3
Clay alternative in Claude Code: one ICP, companies, leads and jobs
#
leadgeneration
#
sales
#
claudecode
#
mcp
6
reactions
Comments
1
comment
11 min read
Moderation
Finding B2B leads on Apify: the ICP sentence, the count, the list
Kevin Hall
Kevin Hall
Kevin Hall
Follow
Nov 4
Finding B2B leads on Apify: the ICP sentence, the count, the list
#
leadgeneration
#
sales
#
tutorial
#
mcp
5
reactions
Comments
Add Comment
14 min read
Moderation
We're a place where coders share, stay up-to-date and grow their careers.
Log in
Create account