hi,
i’m breaking my head all day trying to make it work and still did not figure it out.
all I want is to use the data I already have inside the Array aggregator module, with the ChatGPT model, but ChatGPT can’t use it. it completely ignores the data inside the Array aggregator. maybe it need it as simple text and not inside Bundles? i try to make it one plane text and could not find solution for this as well.
I’m soon so close to give up on make.
would love for some help. thanks
Can you send the output/input of your gpt module.
hi friend
the input is my prompt
and this is my output which completely ignore what I asked of it to do:
[
{
“result”: “It appears that you’re looking for an in-depth analysis of specific online comments grouped into various categories, but I don’t have access to external documents or collections of comments directly. However, I can guide you on how to approach this analysis and give you a framework for categorizing the insights based on the criteria you listed. Here’s how you can carry out the analysis:\n\n### Step-by-Step Analysis Framework:\n\n1. Data Collection: Compile comments from your chosen online platforms, making sure to gather a diverse range of opinions around your product ideas.\n\n2. Import and Preparation:\n - Import comments into a text analysis tool or use a spreadsheet.\n - Clean the data by removing duplicates, irrelevant comments, or spam.\n\n3. Categorization: Use the following categories to classify each comment:\n\n a. Pain Points\n - Example Comments: "I always struggle with customer service response times," "The app crashes frequently when I try to upload photos."\n - Key Insights: Identify the recurring frustrations among users, focusing on areas that lead to dissatisfaction.\n - Action: Highlight the most common pain points to target for solutions.\n\n b. Solution Requests\n - Example Comments: "I wish there was an easier way to find help," "We need a feature that allows customization."\n - Key Insights: Look for explicit requests for certain features or improvements that users are looking for.\n - Action: Prioritize developing features that address these requests.\n\n c. Advice Requests\n - Example Comments: "Can anyone recommend a better alternative for this tool?" "I need tips on how to get started with this."\n - Key Insights: Areas where users seek guidance indicate gaps in resources or knowledge.\n - Action: Consider creating educational content or community forums to provide assistance.\n\n d. Top Content\n - Example Comments: "I found this guide extremely helpful," "This YouTube video explained it all."\n - Key Insights: Identify content that resonates well within the community for potential collaboration or partnerships.\n - Action: Create similar content or collaborate with influencers in those topics.\n\n e. Money Talk\n - Example Comments: "Is this service really worth the subscription fee?" "I’ve seen cheaper alternatives with similar features."\n - Key Insights: Understanding the price sensitivity and perceived value can inform your pricing strategy.\n - Action: Consider competitive pricing and value communication.\n\n f. Hot Discussions\n - Example Comments: "There’s so much debate over what the best tool is!" "I can’t believe how polarizing this topic is."\n - Key Insights: Subjects generating high engagement can highlight areas of strong interest or emerging trends.\n - Action: Engage with the community on these topics to position your offerings.\n\n g. Seeking Alternatives\n - Example Comments: "I am switching to X because Y isn’t working for me," "I’m unhappy with my current product and looking elsewhere."\n - Key Insights: Recognizing dissatisfaction with existing solutions helps to identify gaps in the market.\n - Action: Position your product to appeal to these dissatisfied customers.\n\n### Emerging Trends or Patterns:\n- Climate Consciousness: If users are discussing sustainability, consider eco-friendly product features.\n- Remote Solutions: Increasing mentions of remote work tools can indicate a surge in demand for related products.\n- Health and Wellness: Pay attention to comments about self-care and wellness solutions, especially in today’s context.\n\n### Suggested Product Ideas:\nBased on your analysis, you might consider:\n1. An all-in-one support platform addressing user pain points identified in customer service.\n2. Feature-rich alternatives to popular tools that users are unhappy with.\n3. Educational content that helps users navigate challenges or enhance their understanding of products/services.\n4. A community-driven platform where users can share tips and recommendations, addressing advice-seeking behavior.\n\n### Conclusion:\nAfter performing this analysis, you’ll have a clearer understanding of market needs, pain points, and opportunities. This structured insight allows you to tailor your product development, marketing strategy, and community engagement to effectively meet the demands of your target audience.”,
“id”: “chatcmpl-9wVkTlfZK5J07lhfCUTZVsYTsKIpe”,
“object”: “chat.completion”,
“created”: “2024-08-15T14:28:13.000Z”,
“model”: “gpt-4o-mini-2024-07-18”,
“choices”: [
{
“index”: 0,
“message”: {
“role”: “assistant”,
“content”: “It appears that you’re looking for an in-depth analysis of specific online comments grouped into various categories, but I don’t have access to external documents or collections of comments directly. However, I can guide you on how to approach this analysis and give you a framework for categorizing the insights based on the criteria you listed. Here’s how you can carry out the analysis:\n\n### Step-by-Step Analysis Framework:\n\n1. Data Collection: Compile comments from your chosen online platforms, making sure to gather a diverse range of opinions around your product ideas.\n\n2. Import and Preparation:\n - Import comments into a text analysis tool or use a spreadsheet.\n - Clean the data by removing duplicates, irrelevant comments, or spam.\n\n3. Categorization: Use the following categories to classify each comment:\n\n a. Pain Points\n - Example Comments: "I always struggle with customer service response times," "The app crashes frequently when I try to upload photos."\n - Key Insights: Identify the recurring frustrations among users, focusing on areas that lead to dissatisfaction.\n - Action: Highlight the most common pain points to target for solutions.\n\n b. Solution Requests\n - Example Comments: "I wish there was an easier way to find help," "We need a feature that allows customization."\n - Key Insights: Look for explicit requests for certain features or improvements that users are looking for.\n - Action: Prioritize developing features that address these requests.\n\n c. Advice Requests\n - Example Comments: "Can anyone recommend a better alternative for this tool?" "I need tips on how to get started with this."\n - Key Insights: Areas where users seek guidance indicate gaps in resources or knowledge.\n - Action: Consider creating educational content or community forums to provide assistance.\n\n d. Top Content\n - Example Comments: "I found this guide extremely helpful," "This YouTube video explained it all."\n - Key Insights: Identify content that resonates well within the community for potential collaboration or partnerships.\n - Action: Create similar content or collaborate with influencers in those topics.\n\n e. Money Talk\n - Example Comments: "Is this service really worth the subscription fee?" "I’ve seen cheaper alternatives with similar features."\n - Key Insights: Understanding the price sensitivity and perceived value can inform your pricing strategy.\n - Action: Consider competitive pricing and value communication.\n\n f. Hot Discussions\n - Example Comments: "There’s so much debate over what the best tool is!" "I can’t believe how polarizing this topic is."\n - Key Insights: Subjects generating high engagement can highlight areas of strong interest or emerging trends.\n - Action: Engage with the community on these topics to position your offerings.\n\n g. Seeking Alternatives\n - Example Comments: "I am switching to X because Y isn’t working for me," "I’m unhappy with my current product and looking elsewhere."\n - Key Insights: Recognizing dissatisfaction with existing solutions helps to identify gaps in the market.\n - Action: Position your product to appeal to these dissatisfied customers.\n\n### Emerging Trends or Patterns:\n- Climate Consciousness: If users are discussing sustainability, consider eco-friendly product features.\n- Remote Solutions: Increasing mentions of remote work tools can indicate a surge in demand for related products.\n- Health and Wellness: Pay attention to comments about self-care and wellness solutions, especially in today’s context.\n\n### Suggested Product Ideas:\nBased on your analysis, you might consider:\n1. An all-in-one support platform addressing user pain points identified in customer service.\n2. Feature-rich alternatives to popular tools that users are unhappy with.\n3. Educational content that helps users navigate challenges or enhance their understanding of products/services.\n4. A community-driven platform where users can share tips and recommendations, addressing advice-seeking behavior.\n\n### Conclusion:\nAfter performing this analysis, you’ll have a clearer understanding of market needs, pain points, and opportunities. This structured insight allows you to tailor your product development, marketing strategy, and community engagement to effectively meet the demands of your target audience.”,
“refusal”: null
},
“logprobs”: null,
“finish_reason”: “stop”
}
],
“usage”: {
“prompt_tokens”: 731,
“completion_tokens”: 879,
“total_tokens”: 1610
},
“system_fingerprint”: “fp_48196bc67a”
}
]
What is your prompt.
I am looking to validate potential product ideas by analyzing comments from online platforms, such as social media, forums, and product review sites. My goal is to identify key themes and trends that can help me understand market needs, pain points, and opportunities. Specifically, I want to extract the following insights from these comments:Pain Points: What are the common frustrations, challenges, or problems that people are experiencing? Identify and highlight recurring issues that users mention, especially those that seem to cause significant dissatisfaction.Solution Requests: Are there any explicit or implicit requests for solutions? Look for comments where users are asking for help, advice, or specific features that they wish existed to solve their problems.Advice Requests: Capture any comments where users are seeking advice, tips, or recommendations. This could indicate areas where users are unsure or where there is a lack of accessible information.Top Content: Identify the content (e.g., articles, videos, tools) that users frequently reference or recommend. This can give insights into what is currently popular or valued within the community.Money Talk: Look for discussions related to pricing, costs, value for money, or financial considerations. This includes any mentions of willingness to pay, cost concerns, or comparisons between free and paid options.Hot Discussions: Capture topics that generate a lot of engagement, whether through high numbers of comments, likes, or shares. These are often areas of significant interest or debate within the community.Seeking Alternatives: Identify comments where users express dissatisfaction with current solutions and mention looking for or switching to alternatives. This can help identify gaps in the market or areas ripe for innovation.Objective:Leverage these insights to ideate potential startups, validate existing solutions, conduct market research, and identify potential customers. Use this information to understand where there are unmet needs, where improvements can be made, and where there are opportunities to introduce new products or services.
Instructions for ChatGPT:Please analyze the provided comments here: {{26.array}} and categorize the content according to the criteria listed above. For each category, provide examples and summarize the key insights. Additionally, suggest potential product ideas or business opportunities based on the analysis. If possible, also include any emerging trends or patterns that could be valuable for market research.
{{26.array}} is where it SHOULD grab the data from
as you see it does not do what I said, it just explain me how to do it and not using the data I give
That’s your issue you are just sending over an array. It is not defined and just sends over looking this
[collection][collection][collection]…
You need to map the values you want to send using map function.
thanks! i will try! what “keyfrommarry” referring to? i want to execute it now on my side
keyfromarray is the key of the value you are trying to send over to gpt.
In programming, arrays are data structures that store multiple values in a single variable. Each value in the array is associated with an index, which acts like a “key” to access the value. However, the concept of “key and value” is more commonly associated with objects or dictionaries in many programming languages, rather than arrays.
If you’re teaching someone, it’s important to clarify that while arrays use indices as keys, the term “key-value pair” usually applies to objects or dictionaries where the key is a specific identifier, not just a position number.
thanks for your reply, but im not a programmer so this logic is pretty new to me, and in general make.com is pretty new to me as well 
is this is how it should look like inside the ChatGPT module?
Cause it’s still not working…
Thats ok,
No its just the terminology and understanding. The key is the key from your array. So below I opened up my array. My keys are Date due
I would put Date due as the key if I want to get all of the dates
thanks a lot! it worked!!! you are awesome my friend
No you are awesome, great job. Keep learning. Map is a great function to have in your “MAKE tool belt”.
It is! i think it’s really powerful! thanks a lot again
Can I help with the module
Start a new thread and we can help you!!
Hello, friends. The Webhook sending from ChatGPT Actions to make.com is not working. It works in the web version, and testing also works, but in the ChatGPT mobile app, the Webhook is not being sent.
