Bizcase:GPCRs

I've some new products related to G protein-coupled receptors (GPCRs) or wikipedia link here
It is a wide variety of molecules, targets and quite complex audience.

Now there are a couple of way to find the right customers for these products:

1) You already know the main specialization to search for: Endocrinology, Neuroscience, drug discovery

2) You know some target, but you would like to go deep

2.1) you have a chat GPT 4 account

Prompt this:

"Act as a sales guy for bioreagent,

expert in finding the target researchers to sell specific products.
Analyze the G protein-coupled receptors research and find the right and best target researchers to propose products.
To have the concept list to match, go here,
https://www.theprophetai.com/help/concepts_list.html,
browse all concepts and try to match the best for my customers.
Produce an extensive table with the reason why"
2.2) You do not have a OpenAi account, so try to use the same prompt without the https://www.theprophetai.com/help/concepts_list.html browsing section, results are quite good.

Results:

Research Area	Relevant Products	Rationale
Signal Transduction	GPCR antibodies, GPCR assay kits	Role of GPCRs in signal transduction, particularly in cancer pathways.
Pharmacology	Ligands, antagonists	Developing novel ligands for GPCR targets in cardiovascular diseases.
Endocrinology	GPCR assay kits, Agonists	hormonal signaling pathways involving GPCRs in metabolic disorders.
Neuroscience	Ligands, Antibodies	neurotransmitter systems heavily involves GPCR targets in neural circuits.
Drug Discovery	High-throughput screening kits, Antagonists	therapeutic agents targeting GPCRs in cancer treatment.

Now, provide you haven't, we have create a certain knowledge to search the right research target to contact.
Lets go into Biorecommender!

Biorecommender link (you must be logged) here

searching explanation	image
First search, by concept, "G protein-coupled receptor", this is a listed concept, it could be a good start
After having the first result, I can observe all related concepts under the main one. Now we can pass to the second table, Concept related Works and start apply my filters on the works listed. The three filter here are: Date (the date starting to list works) 01/01/2023 Text (any text to search into the works) Endocrinology Filter by country (the country you would like to filter) Italy We have decided, in this search, to procede step by step with the vaious areas we have found with the previous knowledge base. This is a "surgery sales", do not forget, we have to find the real interest researcher and perform a professional sale, not sending thousand of email to all to hope getting an order! We started to select the works in Endocrinology, with a publication date since 01/01/2023 and in Italy.
In the next colum, I can find the Institutions published the works, and in the nbext again the researchers of those institutions. Now I can deep analyze the people partecipating to the papers for some institutes (or grab all people and start acting, of course, for all institutes). Pressing the icon with the arrow, I will open a new session of Biorecommender, with the University selected with ALL filters already set. Biorecommender link if you are logged
	These are all researcher could be interested in products regarding GPCRs with interest in Endocrynology, considering the publication date since previous year, in Italy and in the University of Modena and Reggio Emilia Now I can save my search, share it (beta) and prepare a report to visit all these customers or sending them an email.
If you wanna to go deeper, you can also open all researchers, understand for them all concepts, gene and diseases they publish and of course having the list of possible genes they could use (but not used yet) using the Ai Gene Recommender colum to understand the gene (so product) to offer and prepare a single report for each person. But how trust these results? Let me get the first researcher found and show how can be a target; we know some of genes involved in GPCRs are Adhesion Class like ADGRA1/2/3/B1/B2, of course the GPR3/4/12/15, many chemokine receptors like CX3CR1, ACKR1 or CCRL2 and Dopamine receptors, especially in the Endocrinology where we searched in... Give a look to the first results of the AI gene recommender genes for the first researcher found:
	Gene cited into papers: DRD1/2, RBPJP4, Calmodulin 3 Gene recommender to this researcher: COMT, DRD3,SCL6A3, DRD4,ADRB2, HTR1A and some others... Artificial Intelligence recommendation gene list
Please consider this schema is like a finetune of a sales process, it must be repeated for concept like Neurology, Molecula Biology or batter, with a target (a deparment in mind) repeat the same reseach searching for an institute/people first to understand if will be successful promote certain products.