Dataset size
23,096 jobs
5,644 companies are represented in the imported jobs table.
InsightAtlas
This page turns job-post patterns into product ideas you can test. It shows where many companies mention similar work, which buyers might be reachable, and what kind of small pilot could prove demand.
Dataset size
5,644 companies are represented in the imported jobs table.
Biggest market signal
Munich is the largest location signal. The largest industry signal is Software It Services.
Biggest role signal
Sales Business Development is the largest hiring function, so the page gives extra weight to role-specific pain and automation ideas.
Best idea to test first
1,320 jobs across 904 companies. Fit score 76.3/100. The main pattern is Sales Pipeline Followup Gaps → Crm Pipeline Updates via Linkedin.
How to use this page
Use this page to pick what to test next. It does not prove customers will pay. It points to the buyer group, workflow, and first conversation that look most worth your time.
Look at sectors, companies, and the suggested channel. Can you name 30–50 real people to contact this week?
Use pain points, pain score, and job examples to find work that keeps coming up across companies.
Interviews still need to confirm the spreadsheet, inbox, CRM queue, manual handoff, or clunky tool people use now.
Use salary and pain as clues, then ask buyers about hours saved, revenue protected, or mistakes avoided.
Use the automation type, complexity, and service fit to shape a narrow pilot instead of a big platform.
Open details, pick accounts, contact prospects, ask to see the workflow, and look for time, data, access, or money commitments.
The fit score helps you sort the cards. After that, open details and check whether the evidence is strong enough to justify interviews.
A 0–100 score for choosing which idea to validate first. It mixes job volume, company spread, pain, buyer access, and service fit. It is not market size, expected revenue, or probability of success.
How strong and repeated the pain looks. The rough range is 1–25. Higher means the workflow appears both painful and frequent.
A 1–5 clue for how reachable the buyer looks. Higher means the first contact path should be easier.
A 1–5 clue for whether this can start as a small paid service or pilot before you build a full product.
Jobs show how much evidence exists. Companies show whether the pattern repeats across accounts. Broad company spread is usually stronger than one employer posting many similar jobs.
Average salary midpoint where available. Treat it as a labor-cost clue, not proof that a buyer has budget.
Start here. These cards combine repeated pain, reachable customers, company spread, delivery difficulty, and service fit.
#1
Fit score 76.3/100. This idea connects Sales Pipeline Followup Gaps pain with Crm Pipeline Updates work inside Revenue Sales Partnerships. Start outreach through Linkedin; delivery looks medium.
Problem and offer
Sales Pipeline Followup Gaps → Crm Pipeline Updates
Offer family: Revenue Sales Partnerships
Customer access
904 companies to shortlist.
First pilot shape
Medium delivery
Start with one workflow and one clear before/after measure.
Proof to look for
Ask for workaround evidence
Do they already spend time, money, or headcount on this?
#2
Fit score 74.7/100. This idea connects Content Campaign Throughput pain with Content Production Publishing work inside Revenue Sales Partnerships. Start outreach through Linkedin; delivery looks medium.
Problem and offer
Content Campaign Throughput → Content Production Publishing
Offer family: Revenue Sales Partnerships
Customer access
840 companies to shortlist.
First pilot shape
Medium delivery
Start with one workflow and one clear before/after measure.
Proof to look for
Ask for workaround evidence
Do they already spend time, money, or headcount on this?
#3
Fit score 73.2/100. This idea connects Software Delivery Friction pain with Deployment Infrastructure Operations work inside Software Engineering Product It Delivery. Start outreach through Linkedin; delivery looks high.
Problem and offer
Software Delivery Friction → Deployment Infrastructure Operations
Offer family: Software Engineering Product It Delivery
Customer access
564 companies to shortlist.
First pilot shape
High delivery
Start with one workflow and one clear before/after measure.
Proof to look for
Ask for workaround evidence
Do they already spend time, money, or headcount on this?
#4
Fit score 72.3/100. This idea connects Workflow Coordination Overhead pain with Status Tracking Followup work inside Industry Specific Operations. Start outreach through Linkedin; delivery looks medium.
Problem and offer
Workflow Coordination Overhead → Status Tracking Followup
Offer family: Industry Specific Operations
Customer access
332 companies to shortlist.
First pilot shape
Medium delivery
Start with one workflow and one clear before/after measure.
Proof to look for
Ask for workaround evidence
Do they already spend time, money, or headcount on this?
#5
Fit score 72.2/100. This idea connects Compliance Regulatory Burden pain with Compliance Audit Evidence work inside Legal Compliance Regulatory Documentation. Start outreach through Linkedin; delivery looks high.
Problem and offer
Compliance Regulatory Burden → Compliance Audit Evidence
Offer family: Legal Compliance Regulatory Documentation
Customer access
330 companies to shortlist.
First pilot shape
High delivery
Start with one workflow and one clear before/after measure.
Proof to look for
Ask for workaround evidence
Do they already spend time, money, or headcount on this?
#6
Fit score 72.1/100. This idea connects Data Quality Fragmentation pain with Deployment Infrastructure Operations work inside Data Analytics Ai Operations. Start outreach through Linkedin; delivery looks high.
Problem and offer
Data Quality Fragmentation → Deployment Infrastructure Operations
Offer family: Data Analytics Ai Operations
Customer access
379 companies to shortlist.
First pilot shape
High delivery
Start with one workflow and one clear before/after measure.
Proof to look for
Ask for workaround evidence
Do they already spend time, money, or headcount on this?
#7
Fit score 71.9/100. This idea connects Field Service Maintenance Reliability pain with Maintenance Service Workorders work inside Supply Chain Procurement Logistics Field Service. Start outreach through Linkedin; delivery looks medium.
Problem and offer
Field Service Maintenance Reliability → Maintenance Service Workorders
Offer family: Supply Chain Procurement Logistics Field Service
Customer access
425 companies to shortlist.
First pilot shape
Medium delivery
Start with one workflow and one clear before/after measure.
Proof to look for
Ask for workaround evidence
Do they already spend time, money, or headcount on this?
#8
Fit score 71.9/100. This idea connects Reporting Decision Latency pain with Report Generation Distribution work inside Revenue Sales Partnerships. Start outreach through Linkedin; delivery looks medium.
Problem and offer
Reporting Decision Latency → Report Generation Distribution
Offer family: Revenue Sales Partnerships
Customer access
357 companies to shortlist.
First pilot shape
Medium delivery
Start with one workflow and one clear before/after measure.
Proof to look for
Ask for workaround evidence
Do they already spend time, money, or headcount on this?
#9
Fit score 71.8/100. This idea connects Sales Pipeline Followup Gaps pain with Crm Pipeline Updates work inside Revenue Sales Partnerships. Start outreach through Linkedin; delivery looks medium.
Problem and offer
Sales Pipeline Followup Gaps → Crm Pipeline Updates
Offer family: Revenue Sales Partnerships
Customer access
348 companies to shortlist.
First pilot shape
Medium delivery
Start with one workflow and one clear before/after measure.
Proof to look for
Ask for workaround evidence
Do they already spend time, money, or headcount on this?
#10
Fit score 71.7/100. This idea connects Workflow Coordination Overhead pain with Status Tracking Followup work inside Industry Specific Operations. Start outreach through Linkedin; delivery looks medium.
Problem and offer
Workflow Coordination Overhead → Status Tracking Followup
Offer family: Industry Specific Operations
Customer access
278 companies to shortlist.
First pilot shape
Medium delivery
Start with one workflow and one clear before/after measure.
Proof to look for
Ask for workaround evidence
Do they already spend time, money, or headcount on this?
Recurring workflow problems found in the job rows. Use them to ask buyers what is slow, manual, or expensive today.
#1
100 job posts across 86 companies mention this pain. Use it to write discovery-call questions in the buyer's own words.
#2
96 job posts across 69 companies mention this pain. Use it to write discovery-call questions in the buyer's own words.
#3
91 job posts across 68 companies mention this pain. Use it to write discovery-call questions in the buyer's own words.
#4
81 job posts across 65 companies mention this pain. Use it to write discovery-call questions in the buyer's own words.
#5
78 job posts across 69 companies mention this pain. Use it to write discovery-call questions in the buyer's own words.
#6
77 job posts across 53 companies mention this pain. Use it to write discovery-call questions in the buyer's own words.
#7
75 job posts across 68 companies mention this pain. Use it to write discovery-call questions in the buyer's own words.
#8
75 job posts across 9 companies mention this pain. Use it to write discovery-call questions in the buyer's own words.
Narrow service packages ranked by repeatability, company spread, pain, buyer access, and whether they can start as a small pilot.
#1
This service shape ranks well because it combines job volume, company spread, pain, buyer access (3.08/5), and service fit (3.64/5).
#2
This service shape ranks well because it combines job volume, company spread, pain, buyer access (3.35/5), and service fit (3.69/5).
#3
This service shape ranks well because it combines job volume, company spread, pain, buyer access (3.02/5), and service fit (3.51/5).
#4
This service shape ranks well because it combines job volume, company spread, pain, buyer access (2.97/5), and service fit (3.47/5).
#5
This service shape ranks well because it combines job volume, company spread, pain, buyer access (2.97/5), and service fit (3.63/5).
#6
This service shape ranks well because it combines job volume, company spread, pain, buyer access (2.75/5), and service fit (3.45/5).
#7
This service shape ranks well because it combines job volume, company spread, pain, buyer access (2.79/5), and service fit (3.44/5).
#8
This service shape ranks well because it combines job volume, company spread, pain, buyer access (3.06/5), and service fit (3.69/5).
Recent industry and role combinations you can turn into account lists and role-specific messages.
#1
Software It Services · Software Engineering
A recent 90-day hiring pattern you can use for account selection and role-specific messaging.
#2
Software It Services · Sales Business Development
A recent 90-day hiring pattern you can use for account selection and role-specific messaging.
#3
Professional Services Consulting · Strategy Consulting
A recent 90-day hiring pattern you can use for account selection and role-specific messaging.
#4
Media Marketing Entertainment · Marketing Communications Growth
A recent 90-day hiring pattern you can use for account selection and role-specific messaging.
#5
Retail Ecommerce · Sales Business Development
A recent 90-day hiring pattern you can use for account selection and role-specific messaging.
#6
Software It Services · Data Ai Analytics
A recent 90-day hiring pattern you can use for account selection and role-specific messaging.
#7
Software It Services · It Infrastructure Security
A recent 90-day hiring pattern you can use for account selection and role-specific messaging.
#8
Professional Services Consulting · Finance Accounting Controlling
A recent 90-day hiring pattern you can use for account selection and role-specific messaging.
Suggested first contact routes for testing whether buyers will take a conversation.
#1
Linkedin shows up as the preferred contact channel for this group. Use it first when testing outbound messages.
#2
Email With Consent shows up as the preferred contact channel for this group. Use it first when testing outbound messages.
#3
Local Visit shows up as the preferred contact channel for this group. Use it first when testing outbound messages.
#4
Unknown shows up as the preferred contact channel for this group. Use it first when testing outbound messages.
#5
Partner Referral shows up as the preferred contact channel for this group. Use it first when testing outbound messages.
#6
Phone shows up as the preferred contact channel for this group. Use it first when testing outbound messages.