Manufacturing Sourcing Manager
AI recommendation signal analysis across 244 domains for the Manufacturing Sourcing Manager persona in Procurement Software.
This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.
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Get on the mics
The podcasts and guest-appearance opportunities surfacing for this industry. Pitch the shows your buyers already hear.
Where the numbers come from
We run podcast guests queries for this industry through Google and aggregate every result: domains by rank-weighted score (higher positions count for more) and appearance count, exact URLs by appearance count, and the most common title phrases.
What's on this page
Domain and URL charts, the full result list, and title n-gram tables.
Research: Podcast Guests
Domains appearing in Google results for Manufacturing Sourcing Manager's Research: Podcast Guests queries. Score is a rank-weighted sum (higher-ranked appearances count for more); count is a plain appearance tally.
Top URLs
Individual pages (not just domains) ranked by the same rank-weighted score, labeled by page title.
All Results
Every result for Manufacturing Sourcing Manager's Research: Podcast Guests queries, ranked by how many times each exact URL appeared (ties broken by average rank position, so appearing higher up wins), a different aggregation than the score-based charts above. Title and URL links open in a new tab.
Title N-Grams
Most common word phrases (2 to 7 words) across every result title for these queries.
2-grams
| 10 | procurement podcast |
| 8 | direct materials |
| 7 | materials sourcing |
| 4 | art of |
| 4 | the procurement |
| 4 | procurement podcasts |
| 3 | of procurement |
| 3 | transforming direct |
| 3 | sourcing feat |
| 3 | feat douglas |
| 3 | douglas keeley |
| 3 | sourcing technology |
| 3 | technology a |
| 3 | a hub |
| 3 | hub for |
| 3 | for manufacturers |
| 3 | ai in |
| 3 | how to |
| 3 | in 2026 |
| 2 | in procurement |
| 2 | procurement software |
| 2 | software podcast |
| 2 | source code |
| 2 | smarter sourcing |
| 2 | sourcing podcast |
3-grams
| 7 | direct materials sourcing |
| 3 | art of procurement |
| 3 | of procurement podcast |
| 3 | transforming direct materials |
| 3 | materials sourcing feat |
| 3 | sourcing feat douglas |
| 3 | feat douglas keeley |
| 3 | materials sourcing technology |
| 3 | sourcing technology a |
| 3 | technology a hub |
| 3 | a hub for |
| 3 | hub for manufacturers |
| 2 | ai in procurement |
| 2 | the procurement software |
| 2 | procurement software podcast |
| 2 | smarter sourcing podcast |
| 2 | why is indirect |
| 2 | is indirect procurement |
| 2 | indirect procurement such |
| 2 | procurement such a |
| 2 | such a complex |
| 2 | a complex job |
| 2 | the category that |
| 2 | category that breaks |
| 2 | that breaks every |
4-grams
| 3 | art of procurement podcast |
| 3 | transforming direct materials sourcing |
| 3 | direct materials sourcing feat |
| 3 | materials sourcing feat douglas |
| 3 | sourcing feat douglas keeley |
| 3 | direct materials sourcing technology |
| 3 | materials sourcing technology a |
| 3 | sourcing technology a hub |
| 3 | technology a hub for |
| 3 | a hub for manufacturers |
| 2 | the procurement software podcast |
| 2 | why is indirect procurement |
| 2 | is indirect procurement such |
| 2 | indirect procurement such a |
| 2 | procurement such a complex |
| 2 | such a complex job |
| 2 | the category that breaks |
| 2 | category that breaks every |
| 2 | that breaks every legacy |
| 2 | breaks every legacy suite |
| 2 | every legacy suite dheev |
| 2 | legacy suite dheev arulmani |
| 2 | podcasts as a guest |
| 2 | 50 best procurement podcasts |
| 2 | best procurement podcasts to |
5-grams
| 3 | transforming direct materials sourcing feat |
| 3 | direct materials sourcing feat douglas |
| 3 | materials sourcing feat douglas keeley |
| 3 | direct materials sourcing technology a |
| 3 | materials sourcing technology a hub |
| 3 | sourcing technology a hub for |
| 3 | technology a hub for manufacturers |
| 2 | why is indirect procurement such |
| 2 | is indirect procurement such a |
| 2 | indirect procurement such a complex |
| 2 | procurement such a complex job |
| 2 | the category that breaks every |
| 2 | category that breaks every legacy |
| 2 | that breaks every legacy suite |
| 2 | breaks every legacy suite dheev |
| 2 | every legacy suite dheev arulmani |
| 2 | 50 best procurement podcasts to |
| 1 | featured on art of procurement |
| 1 | on art of procurement podcast |
| 1 | art of procurement podcast leveraging |
| 1 | of procurement podcast leveraging direct |
| 1 | ai in procurement modernizing direct |
| 1 | in procurement modernizing direct materials |
| 1 | procurement modernizing direct materials sourcing |
| 1 | lessons in listening from joe |
6-grams
| 3 | transforming direct materials sourcing feat douglas |
| 3 | direct materials sourcing feat douglas keeley |
| 3 | direct materials sourcing technology a hub |
| 3 | materials sourcing technology a hub for |
| 3 | sourcing technology a hub for manufacturers |
| 2 | why is indirect procurement such a |
| 2 | is indirect procurement such a complex |
| 2 | indirect procurement such a complex job |
| 2 | the category that breaks every legacy |
| 2 | category that breaks every legacy suite |
| 2 | that breaks every legacy suite dheev |
| 2 | breaks every legacy suite dheev arulmani |
| 1 | featured on art of procurement podcast |
| 1 | on art of procurement podcast leveraging |
| 1 | art of procurement podcast leveraging direct |
| 1 | ai in procurement modernizing direct materials |
| 1 | in procurement modernizing direct materials sourcing |
| 1 | lessons in listening from joe rogan |
| 1 | in listening from joe rogan and |
| 1 | listening from joe rogan and charlamagne |
| 1 | question about sourcing guests r podcasts |
| 1 | introducing source code the lightsource podcast |
| 1 | ai in procurement when erp is |
| 1 | in procurement when erp is too |
| 1 | procurement when erp is too late |
7-grams
| 3 | transforming direct materials sourcing feat douglas keeley |
| 3 | direct materials sourcing technology a hub for |
| 3 | materials sourcing technology a hub for manufacturers |
| 2 | why is indirect procurement such a complex |
| 2 | is indirect procurement such a complex job |
| 2 | the category that breaks every legacy suite |
| 2 | category that breaks every legacy suite dheev |
| 2 | that breaks every legacy suite dheev arulmani |
| 1 | featured on art of procurement podcast leveraging |
| 1 | on art of procurement podcast leveraging direct |
| 1 | ai in procurement modernizing direct materials sourcing |
| 1 | lessons in listening from joe rogan and |
| 1 | in listening from joe rogan and charlamagne |
| 1 | ai in procurement when erp is too |
| 1 | in procurement when erp is too late |
| 1 | bonus episode direct sourcing webinar cxc global |
| 1 | ep 7 transforming direct materials sourcing feat |
| 1 | 7 transforming direct materials sourcing feat douglas |
| 1 | ai in manufacturing direct materials smarter suppliers |
| 1 | episode 7 procurement podcast 30 years of |
| 1 | 7 procurement podcast 30 years of sourcing |
| 1 | dr marcell vollmer the future of purchasing |
| 1 | david baggs is the first of our |
| 1 | baggs is the first of our share |
| 1 | is the first of our share your |