Wine Spirits Brands
AI recommendation signal analysis across 2,942 domains and 11 buyer personas in Wine Spirits Brands, led by totalwine.com as the most LLM-recommended domain.
Many tables and charts on this page show only the top few results; the full data behind them runs far deeper. The complete report unlocks every row, chart, and download for this industry.
Get the full Wine Spirits Brands report →How to use this page
Choose credentials that matter
The certifications buyers and employers actually encounter in this industry. Decide which are worth earning or displaying, and which certified-provider directories you should appear in.
Where the numbers come from
We run certifications 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: Certifications
Domains appearing in Google results for Wine Spirits Brands's Research: Certifications queries across all personas. 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 Wine Spirits Brands's Research: Certifications queries across all personas, 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
| 70 | alcohol server |
| 64 | wine certifications |
| 52 | server training |
| 51 | wine certification |
| 50 | how to |
| 45 | gift certificates |
| 38 | guide to |
| 36 | tasting notes |
| 30 | alcohol certification |
| 30 | wine courses |
| 29 | servsafe alcohol |
| 25 | tips certification |
| 25 | wine education |
| 23 | alcohol seller |
| 20 | certification online |
| 20 | online wine |
| 19 | seller server |
| 19 | certifications for |
| 19 | gift certificate |
| 18 | server certification |
| 18 | wine tasting |
| 15 | certifications and |
| 15 | and certifications |
| 15 | certification programs |
| 15 | natural wine |
3-grams
| 27 | alcohol server training |
| 19 | alcohol seller server |
| 17 | alcohol server certification |
| 15 | seller server training |
| 14 | alcohol server seller |
| 14 | guide to wine |
| 13 | tips certification online |
| 13 | wine certification programs |
| 13 | online wine courses |
| 12 | a guide to |
| 11 | sustainable wine certifications |
| 11 | wine tasting notes |
| 9 | responsible beverage service |
| 9 | guide to sustainable |
| 9 | to sustainable wine |
| 9 | wine certifications and |
| 8 | online alcohol server |
| 8 | server seller training |
| 8 | wine certification is |
| 8 | natural wine certification |
| 7 | beverage service training |
| 7 | certification 100 online |
| 7 | server training tips |
| 7 | training tips certification |
| 7 | ecornell cornell university |
4-grams
| 15 | alcohol seller server training |
| 9 | guide to sustainable wine |
| 9 | to sustainable wine certifications |
| 8 | alcohol server seller training |
| 7 | responsible beverage service training |
| 7 | alcohol server training tips |
| 7 | server training tips certification |
| 7 | training tips certification online |
| 7 | wine spirit education trust |
| 7 | online wine courses free |
| 7 | which wine certification is |
| 6 | a guide to wine |
| 6 | wines of the world |
| 5 | tips certification online alcohol |
| 5 | online alcohol server training |
| 5 | arizona title 4 alcohol |
| 5 | certifications you need to |
| 5 | wine certifications to advance |
| 5 | certifications to advance your |
| 5 | to advance your career |
| 5 | caught the wine bug |
| 5 | the wine bug here |
| 5 | wine bug here s |
| 5 | bug here s a |
| 5 | here s a list |
5-grams
| 9 | guide to sustainable wine certifications |
| 7 | alcohol server training tips certification |
| 7 | server training tips certification online |
| 5 | wine certifications to advance your |
| 5 | certifications to advance your career |
| 5 | caught the wine bug here |
| 5 | the wine bug here s |
| 5 | wine bug here s a |
| 5 | bug here s a list |
| 5 | here s a list of |
| 5 | s a list of different |
| 5 | what do wine certifications mean |
| 5 | what are the different wine |
| 4 | tips alcohol certifications bartender server |
| 4 | alcohol certifications bartender server training |
| 4 | ca responsible beverage service training |
| 4 | responsible beverage service training 11 |
| 4 | beverage service training 11 95 |
| 4 | a guide to wine certification |
| 4 | guide to wine certification programs |
| 4 | wset wine spirit education trust |
| 4 | wines of the world ecornell |
| 4 | of the world ecornell cornell |
| 4 | the world ecornell cornell university |
| 4 | best wine courses certificates 2026 |
6-grams
| 7 | alcohol server training tips certification online |
| 5 | wine certifications to advance your career |
| 5 | caught the wine bug here s |
| 5 | the wine bug here s a |
| 5 | wine bug here s a list |
| 5 | bug here s a list of |
| 5 | here s a list of different |
| 4 | tips alcohol certifications bartender server training |
| 4 | ca responsible beverage service training 11 |
| 4 | responsible beverage service training 11 95 |
| 4 | a guide to wine certification programs |
| 4 | wines of the world ecornell cornell |
| 4 | of the world ecornell cornell university |
| 4 | your guide to sustainable wine certifications |
| 4 | online wine courses free official certifications |
| 4 | wine courses free official certifications sparkling |
| 4 | courses free official certifications sparkling life |
| 4 | wine certifications and credentials a complete |
| 4 | certifications and credentials a complete guide |
| 4 | a guide to sustainable wine certifications |
| 3 | state approved alcohol server and seller |
| 3 | approved alcohol server and seller training |
| 3 | alcohol server and seller training courses |
| 3 | serving alcohol inc alcohol server training |
| 3 | alcohol inc alcohol server training food |
7-grams
| 5 | caught the wine bug here s a |
| 5 | the wine bug here s a list |
| 5 | wine bug here s a list of |
| 5 | bug here s a list of different |
| 4 | ca responsible beverage service training 11 95 |
| 4 | wines of the world ecornell cornell university |
| 4 | online wine courses free official certifications sparkling |
| 4 | wine courses free official certifications sparkling life |
| 4 | wine certifications and credentials a complete guide |
| 3 | state approved alcohol server and seller training |
| 3 | approved alcohol server and seller training courses |
| 3 | serving alcohol inc alcohol server training food |
| 3 | abc server training alcohol server certification 100 |
| 3 | server training alcohol server certification 100 online |
| 3 | what kind of alcohol certification do i |
| 3 | kind of alcohol certification do i need |
| 3 | florida alcohol certification bartending license 12 95 |
| 3 | did you know you can get your |
| 3 | you know you can get your alcoholic |
| 3 | know you can get your alcoholic beverage |
| 3 | you can get your alcoholic beverage server |
| 3 | 7 must have certifications for bulk wine |
| 3 | must have certifications for bulk wine and |
| 3 | have certifications for bulk wine and spirits |
| 3 | certifications for bulk wine and spirits suppliers |