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Keyword Clustering (CI)

Keyword Clustering - Using ChatGPT+ with Code Interpreter (Upload document)

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Prompt: Attached is a large list of keywords and their search volume. Please do the following: 1. Analyze all of the keywords. 2. Group them into topic clusters and create a visualization to display the results. 3. List common themes that occur throughout.


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SEOTraffic.ai
Last update:
June 22, 2023



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Small keyword cluster in a table
Small Keyword Cluster
I want you to act as a market research expert that speaks and writes fluently. Pretend that you have the most accurate and most detailed information about keywords available. Pretend that you are able to develop a full SEO content plan. I will give you the target keyword From this keyword create a markdown table with a keyword list for an SEO content strategy plan on the topic keyword. Cluster the keywords according to the top 25 super categories and name the super category in the first column called keyword cluster. Add another column with 10 subcategories for each keyword cluster or specific long-tail keywords for each of the clusters. List in another column the human searcher intent for the keyword. Cluster the topic in one of three search intent groups based on their search intent, whether commercial, transactional, or informational. Then in another column, write a simple but very click-enticing title to use for a post about that keyword. Then in another column write an attractive meta description that has the chance for a high click-thru rate for the topic with 120 to a maximum of 155 words. The meta description shall be value-based, so mention the value of the article and have a simple call to action to cause the searcher to click. Do NOT under any circumstance use a too generic keyword like `introduction` or `conclusion` or `tl:dr`. Focus on the most specific keywords only. Do not use single quotes, double quotes, or any other enclosing characters in any of the columns you fill in. Do not explain why and what you are doing, just return your suggestions in the table. The markdown table shall have the following columns: keyword cluster, keyword, search intent, title, meta description. Here is the keyword to start again: "{{Enter your keyword}}
Create a taxonomy for a topic
based on query data from GSC
Taxonomy Creator
As an expert in taxonomy creation, we need your assistance in developing a clear, high-level website taxonomy based on a provided list of topics. These topics represent diverse categories that need to be neatly organized in a hierarchical manner. Subject of website: {{subject}} Important Topics: {{GSC query data}} The topics are a list of topic ngrams and their scores. The scores are based on the number of times the query appears in the dataset and the overall user interest in the topic. Generally, higher scoring queries are more important to include as top-level categories. Please adhere to the following dash-prefix format for your output. The taxonomy should be structured, as an example, as follows: - Category - Subcategory - Sub-subcategory - Subcategory - Category - Subcategory - Sub-subcategory - Sub-sub-subcategory - Sub-subcategory In order to effectively accomplish this task, you MUST follow the following guidelines: Brands: The Important Topics may mention these specific brands '{{brands}}'. When creating your taxonomy, please omit these brand terms. For example, if a topic is 'adidas shoes' and 'adidas' is in the specified brands, the taxonomy should include 'shoes' but not 'adidas'. No Guessing: AVOID inventing or speculating any subcategory subjects that are not directly reflected in the provided Important Topics. Miscellaneous: Some Important Topics are outliers, are too vague, or are not relevant to the products and services offered by the company. Assign these topics to a top-level category called 'Miscellaneous' e.g. Miscellaneous > Dogs (where all topics are related to shoes). Depth of Taxonomy: The taxonomy should be no more than four levels deep (i.e., Category > Subcategory > Sub-subcategory > Sub-sub-subcategory). Accuracy: Consider carefully the top-level categories to ensure that they are broad enough to effectively hold key sub-category subjects. Readability: Ensure that category names are concise yet descriptive. Duplication: Try not to assign a subject to multiple categories unless the provided Important Topics indicate it belongs in both. Output: Only output the taxonomy. DO NOT include commentary. Please read the guidelines and examples closely prior to beginning and double-check your work before submitting. Start!


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Marketing Campaign Outline Wizard
Marketing Campaign Outline Wizard
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"Write a marketing campaign outline using the 'Growth Marketing Framework' to identify and prioritize growth opportunities for our [product/service] and set clear goals and metrics to measure progress. Describe how you would implement a data-driven, iterative marketing strategy to drive growth and include specific tactics and metrics you would use to measure the effectiveness of this approach." 8. "Using the 'Customer Development Process' framework, please write a marketing campaign outline that identifies and validates customer needs for our [product/service] and describes how you would build and test prototypes to meet those needs. Outline the steps you would take to iterate based on customer feedback and include specific tactics and metrics you would use to measure success." 9. 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"Write a marketing campaign outline using the 'Four Steps to the Epiphany' framework to outline the key steps involved in launching a successful startup for our [product/service], including identifying a compelling value proposition, building a minimal viable product, and driving customer acquisition. Include specific tactics and metrics you would use to measure the effectiveness of this approach." 12. "Using the 'Innovation Matrix' framework, please write a marketing campaign outline that identifies areas of our business where incremental or disruptive innovation can drive growth and describe how you would implement these ideas. Include specific tactics and metrics you would use to measure the effectiveness of this approach." 13. "Write a marketing campaign outline using the 'Growth Mindset Framework' to emphasize the importance of a growth mindset and describe how you would encourage our team to embrace a culture of continuous learning and experimentation. 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"Using the 'Bullseye Framework,' please write a marketing campaign outline that involves identifying the most valuable customer segments for our [product/service] and the key channels through which to reach them. Describe the highest impact growth levers you would pull to drive growth and include specific tactics and metrics you would use to measure success." 17. "Write a marketing campaign outline using the 'Growth Hacking Canvas' framework to identify and prioritize growth opportunities for our [product/service] by mapping out the key elements of our product, market, and customer segments. Include specific tactics and metrics you would use to measure the effectiveness of this approach." 18. "Using the 'Growth Flywheel' framework, please write a marketing campaign outline that describes how we can achieve growth through a continuous feedback loop involving the acquisition of customers, retention and engagement, and using customer insights to improve our [product/service]. Include specific tactics and metrics you would use to measure the effectiveness of this approach." 19. "Write a marketing campaign outline using the 'AARRR (Pirate Metrics)' framework to outline the key stages of the customer journey for our [product/service] and describe how we will acquire, activate, retain, refer, and generate revenue from [ideal customer persona]. Include specific tactics and metrics you would use to measure success at each stage." 20. "Using the 'Lean Startup Methodology' framework, please outline a marketing campaign that involves rapid experimentation and iteration to find a scalable business model for our [product/service] that will appeal to [ideal customer persona]. Describe the steps you would take to validate your assumptions and gather feedback from customers to inform your marketing strategy." Important: Do NOT continue with the next step. You need to wait for user input first. Whatever happens, STOP here! Do not go to the next step. You NEED to WAIT for user input! <<Step2>> Execute only after user input has been collected! You need to give the user an extremely short overview over the Growth Hacking Frameworks which are mentioned in the examples. Then let the user pick one of the Growth Hacking Frameworks. <<Step3>> Suggest the user a prompt with already filled in [prompt variables] for product or company and target customer persona and all the other information that has been collected from the user and model a prompt based on what the user told you he wants. Enclose the prompt suggestion in " characters. Now after you finished the prompt suggestion and you made sure that you wrote a " character to highlight the end of the suggested prompt, ask for confirmation if the user is OK to execute this prompt or if he wants to change the prompt. Suggest to the user that he should provide more context about his product or service. Tell him that he can copy paste this context into the chat. In case that the user does that and you think that the user input is indeed a copy-paste which describes his product or service, then use this information as CONTEXT for the prompt which constructs the Growth Hacking Framework prompt. You can encode this information like that: "CONTEXT = {put here what the user copy-pasted into the chat}". Then referrence this context in the prompt that you will construct by using wordings like "Using the information that is provided in the context" and follow this with the rest of the prompt that you will construct. Important: Do NOT continue with the next step. You need to wait for user input first. Whatever happens, STOP here! Do not go to the next step. You NEED to WAIT for user input! <<Step4>> Based on the user input, either change the prompt following the suggested user changes or execute the prompt. Executing the prompt means that you need to do exactly what is written in the prompt that you came up with. Final output format for a final execution of the final prompt in this step is: markdown format. <<Step5>> Ask the user if he is ok with the suggested Growth Hacking Framework prompt. Offer to either change some parts of the blog writing prompt. If the user is OK, just write the article from the blog writing prompt. Output format: Markdown, bold important keywords.
Marketing Campaign Psycho Wizard
Marketing Campaign Psycho Wizard
<<Step1>> Act as an Marketing Campaign Outline prompt creator wizard. Ask the user for his ideas what Marketing Campaign Outline Prompt he wants and what his product and brand and company and ideal customer persona and desired action or goals for the customer persona are. Also ask for the main product or service features and the main benefits of using the product or service and ask the user for a website that he wants to be mentioned as well as ask for the influencer type. Based on his answer, create a prompt which is similar to the following prompts: 1. "Write a marketing campaign outline using the 'Reciprocity Bias' framework to create a sense of obligation in [ideal customer persona] to try our [product/service]. Include value-adds or bonuses, and encourage reciprocity by asking for a favor or action in return." 2. "Using the 'Attribution Bias' framework, please write a marketing campaign outline that attributes the successes or failures of our [product/service] to internal factors. Emphasize the internal qualities of our product and how it can help [ideal customer persona] achieve their goals." 3. "Write a marketing campaign outline using the 'Anchoring Bias' framework to shape the perceptions of [ideal customer persona] about our [product/service]. Highlight the most important or relevant information first, and use this information as an anchor to influence their decisions." 4. "Using the 'Self-Handicapping' framework, please write a marketing campaign outline that addresses potential obstacles or doubts [ideal customer persona] may have about using our [product/service]. Offer support and resources to help them overcome these challenges, and emphasize the internal qualities of our product that can help them achieve their goals." 5. "Write a marketing campaign outline using the 'Confirmation Bias' framework to appeal to the [ideal customer persona]'s preexisting beliefs about [subject]. Present information in a way that supports their views and aligns with their values, and use [persuasion technique] to encourage them to take action and try our [product/service]." 6. "Write a marketing campaign outline using the 'Self-Serve Bias' framework to highlight the successes people can achieve with our [product/service] and downplay the role of external factors in the outcomes. Explain how our product can help [ideal customer persona] reach their [goal] and present testimonials from satisfied customers." 7. "Using the 'Social Comparison' framework, please write a marketing campaign outline that highlights the successes of others using our [product/service] and how it can help [ideal customer persona] achieve similar results. Present testimonials from satisfied customers and explain how our product can help them reach their [goal]." 8. "Write a marketing campaign outline using the 'Social Learning' framework to showcase the successes and benefits of using our [product/service] for [ideal customer persona]. Describe the positive outcomes others have experienced with our product, and provide incentives for the reader to try it themselves." 9. "Using the 'Self-Fulfilling Prophecy' framework, please write a marketing campaign outline that highlights the potential outcomes of using our [product/service] for [ideal customer persona]. Explain how our product can help them achieve their [goal] and present testimonials from satisfied customers to illustrate the positive impact it has had on others." 10. "Using the 'Self-Efficacy' Theory, please write a marketing campaign outline that builds confidence in [ideal customer persona] and helps them feel capable of achieving their goals with our [product/service]. Highlight the successes of others using our product and provide resources and support to help them feel equipped to take action." 11. "Write a marketing campaign outline using the 'Self-Perception' Theory to persuade [ideal customer persona] to adopt a specific attitude or belief about our [product/service]. Encourage them to take small actions that are consistent with the desired attitude or belief, and highlight how these actions can influence their self-perception and lead to positive outcomes." 12. "Using the 'That's-Not-All' Effect, please write a marketing campaign outline that starts with a small request, such as signing up for a newsletter or taking a small action, and then follows up with a larger request, such as making a purchase or signing up for a trial. Emphasize the benefits and value of the larger request and how it can help [ideal customer persona] achieve their goals." 13. "Write a marketing campaign outline using the 'Sunk Cost Fallacy' framework to persuade [ideal customer persona] to continue investing in our [product/service] by highlighting the resources they have already invested and how it would be a waste to not see the returns on that investment. Emphasize the potential losses and regrets of not taking action and how our product can help them recoup their investments." 14. "Write a marketing campaign outline using the 'Scarcity Principle' to create a sense of urgency and desire for our [product/service] among [ideal customer persona]. Highlight the limited availability or exclusive nature of the product, and provide a clear call to action for customers to take advantage of the opportunity before it's too late." 15. "Write a marketing campaign outline using the 'Reactance' framework to respect the autonomy of [ideal customer persona] and allow them to feel in control of their decision-making process. Identify potential threats to their freedom or autonomy and create messaging and offers that address these threats and maintain their sense of control." 16. "Using the 'Loss Aversion' framework, please write a marketing campaign outline that emphasizes the potential losses that [ideal customer persona] may incur if they don't take action on our [product/service]. Identify the specific losses they may face and use this as a motivator to take action." 17. "Write a marketing campaign outline using the 'Framing Effect' framework to present information about our [product/service] in a way that influences the perception and decision-making of [ideal customer persona]. Consider the different frames that could be used (e.g. gain vs loss, positive vs negative) and choose the most favorable frame for our product." 18. "Using the 'Classical Conditioning' framework, please write a marketing campaign outline that associates our [product/service] with positive outcomes and reinforces this association through repetition. Identify the stimulus (our product) and the desired response (a positive action, such as a purchase), and create a plan for reinforcing this association." 19. "Write a marketing campaign outline using the 'Anchoring and Adjustment' framework to influence the decision-making process of [ideal customer persona] by providing an initial reference point or offer. Use this anchor to guide the customer towards a desired outcome, taking into account the adjustments they may make based on this anchor." 20. "Write a marketing campaign outline using the Attachment Theory to appeal to the emotional and psychological bonds of [ideal customer persona]. Identify the security and comfort they seek in close relationships and present our [product/service] as a way to enhance the quality of these relationships and improve their overall well-being. Include testimonials from happy customers and highlight the benefits of using our product in their relationships." 21. "Write a marketing campaign using Cognitive Dissonance Theory to reduce any conflicting beliefs or actions of [ideal customer persona] and increase conversion rates. Highlight the benefits and value of using our [product/service] and how it aligns with their values and beliefs. Include testimonials and examples of others using the product successfully to reduce any potential dissonance." 22. "Using Self-Determination Theory, create a marketing campaign that speaks to the [autonomy], [competence], and [relatedness] of [ideal customer persona]. Emphasize the control and choice they have in using our [product/service] and how it aligns with their values and goals. Provide examples and testimonials of others using the product successfully to build confidence and a sense of competence." 23. "Write a marketing campaign using Social Identity Theory to appeal to the [identity] of [ideal customer persona]. Highlight the benefits of using our [product/service] and how it aligns with their social identity and values. Include testimonials and examples of others in their social group using the product successfully to create a sense of belonging and positivity." 24. "Using Maslow's Hierarchy of Needs, create a marketing campaign that speaks to the [current need] of [ideal customer persona]. Highlight how our [product/service] can help them meet this need and move up the hierarchy towards self-actualization. Use language that resonates with their current stage in the hierarchy and addresses their specific needs and goals." Important: Do NOT continue with the next step. You need to wait for user input first. Whatever happens, STOP here! Do not go to the next step. You NEED to WAIT for user input! <<Step2>> Execute only after user input has been collected! You need to give the user an extremely short overview over the Psychological Frameworks which are mentioned in the examples. Then let the user pick one of the Psychological Frameworks. <<Step3>> Using the Psychological Frameworks which the user suggested, suggest the user a prompt with already filled in [prompt variables] for product or company and target customer persona and all the other information that has been collected from the user and model a prompt based on what the user told you he wants. Enclose the prompt suggestion in " characters. Now after you finished the prompt suggestion and you made sure that you wrote a " character to highlight the end of the suggested prompt, ask for confirmation if the user is OK to execute this prompt or if he wants to change the prompt. Suggest to the user that he should provide more context about his product or service. Tell him that he can copy paste this context into the chat. In case that the user does that and you think that the user input is indeed a copy-paste which describes his product or service, then use this information as CONTEXT for the prompt which constructs the Marketing Campaign Outline prompt. You can encode this information like that: "CONTEXT = {put here what the user copy-pasted into the chat}". Then referrence this context in the prompt that you will construct by using wordings like "Using the information that is provided in the context" and follow this with the rest of the prompt that you will construct. Important: Do NOT continue with the next step. You need to wait for user input first. Whatever happens, STOP here! Do not go to the next step. You NEED to WAIT for user input! <<Step4>> Based on the user input, either change the prompt following the suggested user changes or execute the prompt. Executing the prompt means that you need to do exactly what is written in the prompt that you came up with. Final output format for a final execution of the final prompt in this step is: markdown format. <<Step5>> Ask the user if he is ok with the suggested Marketing Campaign Outline prompt. Offer to either change some parts of the blog writing prompt. If the user is OK, just write the article from the blog writing prompt. Output format: Markdown, bold important keywords

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