start_research
ChatGPTUse this tool when the user wants to start or restart a guided market research workflow. It returns the research instructions and explains how the other tools fit into the workflow.
Business & Operations
Overview
"Pet Project Co-Founder AI" is your market research assistant. It will help you validate product ideas using real data from trusted market research services. No more guesses or hallucinations. Instead of relying on plain LLM-only answers, you will use raw market data interpreted by ChatGPT as clear insights. You do not need prior marketing experience. You just ask a question and the app builds a market research plan for you. The plan will include gathering data from third-party services. You are guided through what services to use and what queries to run there. After you use the recommended service, you copy-paste their data back to the app and get a clear interpretation from ChatGPT. Examples of questions you can get answers to: - "I have an idea for the app X. Is there enough demand to justify building it?" - "What are people searching for when they want Y?" - "Who exactly is my target user for the app Z? What platforms do they use?" - "I built an app W. Where do I find users for it?" For now, the following services are supported: - SparkToro — audience intelligence (who your users are, what they read, who they follow) - Ubersuggest — keyword demand and SEO metrics - AnswerThePublic — real search questions and phrasing Disclaimers: - This app does not automatically gather data from the recommended market research services. The app helps with building search queries for these services and reporting the resulting data back. But you will need to visit and use these services yourself. We do not automatically scrape data from these services. - This app does not provide paid subscriptions to the recommended market research services. You use these services according to their terms of use. - This app currently supports a limited set of services: SparkToro, Ubersuggest, and AnswerThePublic. Only these services may be recommended during marketing research. Keep in mind that there are other good services for market research on the internet, we just do not support them yet. You can request adding new services by emailing the [developer@petprojectcofounder.ai](mailto:developer@petprojectcofounder.ai) - For the best experience, it is recommended to use this app on desktop
Tools
suggest_answerthepublic
ChatGPTUse this tool when the user needs keyword overview data from AnswerThePublic. This tool prepares the widget and instructions; it does not run AnswerThePublic on the user's behalf. If user is on free tier, keep in mind following limitations. FREE TIER LIMITATIONS: - only 1 search per day if unregistered, 3 if registered. - Related Keyword ideas metrics (Volume and CPS) are throttled - For Suggested AI Prompts sentiment and brands of each prompt are hidden - Only for 3/10 of Organic search queries the Volume and CPS are shown - No export of results - CPS and Volume of Social media and Shopping queries are throttled SERVICE OUTPUT VALUES: 1. Summary: - Search Volume with Low/Medium/High indicator - Cost Per Click with Low/Medium/High indicator - Keyword ideas grouped by intent (Search optimization, AI optimization, Social Media, Shoping) with volume and CPS for each suggested keyword. It is an aggregation of all the information below as a visual graph (no new data). 2. Suggested AI propmts to optimize for (for GEO) - Prompt (query text) - Intent - Sentiment - Brands mentioned 3. Organic Searches (Google/Bing): - Suggested query variations - Modifiers (Modifiers refine search data based on user intent) - Volume - CPC 4. People Also Ask (from Google): - Questions organized in tree/list format 5. Social Media (YouTube/TikTok/Instagram): - Keywords - Modifiers - Volume - CPC 6. Shopping (Amazon): - Keywords - Modifiers - Volume - CPC Before calling this tool, explain to the user: 1. What hypothesis or question you are exploring with this service 2. What specific insights you expect to gather 3. That this tool only prepares a widget and the user runs the external service themselves If the research workflow has not been started yet, call start_research first.
suggest_sparktoro
ChatGPTUse this tool when the user needs audience data from SparkToro. This tool prepares the widget and audience description; it does not run SparkToro on the user's behalf. INPUT: - Provide one free-form natural-language audience description, 1-500 characters. - SparkToro accepts interests, behaviors, job titles, website visits, URLs, and any descriptive audience language in the same input box. - Examples: - "Finance executives at companies with $5M+ in annual revenue" - "Visits the website sparktoro.com" - The widget opens SparkToro. The user manually pastes this audience description into SparkToro's form. FREE TIER LIMITATIONS: - Registered free user have 5 searches per month - Export results to file is not available SERVICE OUTPUT VALUES: - Overview tab (the only tab available in free version) - Approximate amount of searches per month - Websites visited by your audience - Top-6 Highest affinity websites - Website affinity - Domain authority - Est. Visits/Month - 4 "hidden gems" websites - Website affinity - Domain authority - Est. Visits/Month - "Demographics_Geography" tab (hidden in free version) - State and City distribution - "Demographics_Gender_and_Age" tab (hidden in free version) - Age distribution - "Demographics_Bio_Profile_terms" tab (hidden in free version) - Bio Keywords with affinity, volume and cost-per-click (top 25 for free version, more for paid) - "Demographics_Job_and_Salary" tab (hidden in free version) - Salary distribution - Years of experience distribution - Job Roles - Employer industries - "Demographics_Skills_and_Education" tab (hidden in free version) - Most mentioned skills - Education type - Education majors - Most mentioned schools - "Platforms_Social_Networks" tab (hidden in free version) - Network Usage Data (top 7 major networks visible in free tier, more for paid): - Network name and description - Audience Usage % (percentage of target audience using this platform) - US Avg Usage % (average usage percentage in US) - Audience vs US Avg (over/under-indexing percentage) - "Platforms_Search_and_AI_Tools" tab (hidden in free version) - Search & AI Tools Usage Data (top 7 tools visible in free tier, more for paid): - The same information for each tool as for Network Usage Data - "Platforms_Productivity_apps" tab (hidden in free version) - Productivity App Usage Data - The same information for each app as for Network Usage Data - "Platforms_Entertainment" tab (hidden in free version) - Entertainment App Usage Data - The same information for each app as for Network Usage Data - "Platforms_Lifestyle" tab (hidden in free version) - Lifestyle App Usage Data - The same information for each app as for Network Usage Data - "Platforms_Finance" tab (hidden in free version) - Finance App Usage Data - The same information for each app as for Network Usage Data - "Platforms_Sport" tab (hidden in free version) - Sport App Usage Data - The same information for each app as for Network Usage Data - Audience Usage % (percentage of target audience using this app) - US Avg Usage % (average usage percentage in US) - Audience vs US Avg (over/under-indexing percentage) - "Platforms_E_Commerce" tab (hidden in free version) - E-Commerce App Usage Data - The same information for each app as for Network Usage Data - "Websites_High_Affinity" tab (hidden in free version) - Website Affinity Data (25 websites visible in free tier, more for paid): - Domain name and description - Affinity (0-100) - how strongly this audience associates with this website - Traffic - estimated monthly visits - Domain Authority (0-100) - SEO authority score - Change in Affinity from previous quarter (percentage) - "Websites_Hidden_Gems" tab (hidden in free version) - Website Hidden Gem Data (25 websites visible in free tier, more for paid): - The same information for each website as for High Affinity tab - "Websites_Press_and_Media" tab (hidden in free version) - Press and Media Data (25 websites visible in free tier, more for paid): - The same information for each website as for High Affinity tab - "Websites_All" tab (hidden in free version) - Joint table of the most popular websites regardless of type (25 websites visible in free tier, more for paid) - The same information for each website as for High Affinity tab - "Youtube" tab (hidden in free version) - Youtube Channel Data (4 channels visible in free tier, more for paid): - Channel name and description - Affinity (0-100) - how strongly this audience associates with this channel - Subscribers - Average number of views - Last Video date - "Podcasts" tab (hidden in free version) - Podcast Data (4 podcasts visible in free tier, more for paid): - Podcast name and description - Affinity (0-100) - how strongly this audience associates with this podcast - Number of episodes - Last podcast date - "Search_Keywords" tab (hidden in free version) - Search Keyword Data (25 keywords visible in free tier, more for paid): - Keyword phrase - Affinity (0-100) - how strongly this audience searches for this keyword - Volume - monthly search volume - CPC - cost per click for advertising (may be missing, shown as $-) - Volume History (visual chart only, not text-extractable) - "Trending_Keywords" tab (hidden in free version) - Trending Keyword Data (25 keywords visible in free tier, more for paid): - The same information for each keyword as for Search Keywords tab - "Keywords_SERP_Features" tab (hidden in free version) - SERP Feature Data (5 major features visible in free tier, more for paid): - Feature type (e.g., Related Searches, Featured Snippet, Image Pack, Sitelinks) - Audience SERPs % (percentage of audience searches showing this feature) - US SERPs % (percentage of US average searches showing this feature) - +/- Vs. US (over/under-indexing percentage) - "Relevant_Topics" tab (hidden in free version) - Topic Data (only 1 topic visible in free tier, more for paid): - Topic name/phrase - Affinity (0-100) - how strongly this audience associates with this topic - Saturation (0-100) - likely indicates topic saturation/competitiveness - "Topics_Content_Ideas" tab (hidden in free version) - Idea Data (only 1 idea visible in free tier, more for paid): - Idea name/phrase - Affinity (0-100) - how strongly this audience associates with this idea - "Topics_Ranking_Pages" tab (hidden in free version) - Ranking Page Data (4 pages visible in free tier, more for paid): - Page title - Page URL - Page description/snippet - Affinity (0-100) - how strongly this audience associates with this page - Avg Rank - average ranking position in search results - Ranking Keywords - number of keywords this page ranks for - "Topics_Related_Questions" tab (hidden in free version) - Related Question Data (26 questions visible in free tier, more for paid): - Question phrase (e.g., "How many Fortune 500 companies have failed?") - Affinity (0-100) - how strongly this audience asks this question - "Social_Accounts_All" tab (hidden in free version) - Social Account Data (26 accounts visible in free tier, more for paid): - Account name and handle - Account description/bio - Affinity (0-100) - how strongly this audience follows this account - SparkScore (0-100) - likely indicates account influence/quality - Est. Social Followers - estimated follower range - "Social_Accounts_Hidden_Gems" tab (hidden in free version) - Hidden Gem Data (25 accounts visible in free tier, more for paid): - The same information for each account as for Social Accounts All tab - "Social_Accounts_Reddit" tab (hidden in free version) - SubReddit Data (only 4 subreddits visible in free tier, heavily restricted): - Subreddit name and title - Subreddit URL path (e.g., /r/webdev/) - Subreddit description - Affinity (0-100) - how strongly this audience participates in this subreddit - Members - number of subreddit members Do not assume the user has a paid SparkToro subscription unless they say so. If the needed data is only available on a paid SparkToro plan, explain that limitation before continuing. Before calling this tool, explain to the user: 1. What hypothesis or question you are exploring with this service 2. What specific insights you expect to gather 3. That this tool only prepares a widget and the user runs the external service themselves If the research workflow has not been started yet, call start_research first.
suggest_ubersuggest_keyword_overview
ChatGPTUse this tool when the user needs keyword overview data from Ubersuggest This tool prepares the widget and deep link; it does not run Ubersuggest on the user's behalf. The server generates a link to Ubersuggest "AI Keyword Overview" page with the provided parameters. FREE TIER LIMITATIONS: - Registered free user have 3 searches per day. - Prompts Intent is not shown SERVICE OUTPUT VALUES: - Keyword Search Volumne for the last month (The number of searches this particular keyword has during a month in the selected location.) - SEO Difficulty (estimated competition in organic search, the higher the number the more competitive.) - Top Pages Backlinks (The average number of backlinks the top 10 ranking domains have. This shows you the link-building effort typically needed to rank on Google's page one) - Prompts Intent (hidden for free users, Combined intent from all generated prompts loaded below.) - Warning: It is AI-Summary, not a raw data - Search Intent (refers to the purpose behind a user’s search query. It reveals what the user hopes to accomplish, such as getting information, locating a service, downloading a resource, or purchasing products.). Note: Search intent is hidden in a seprate tab, so simple ctrl-A will not capture it. If you need it - explicitly ask user to switch to "Search Intent" tab before copy-pasting. - Warning: It is AI-Summary, not a raw data - AI Prompt Ideas (Most relevant AI prompt ideas based on your keyword. Use these to discover content opportunities by checking brands mentioned, search intent, and sources.) - Keyword Ideas (Learn how people search for keywords related to your business. Uncover valuable keyword variations for your SEO strategy that other competitors aren't targeting.) - For each keyword there is a volume - There are 4 groups of keyword ideas (5 keywords per group): - Google Autocomplete - Questions - Prepositions - Comparisons Before calling this tool, explain to the user: 1. What hypothesis or question you are exploring with this service 2. What specific insights you expect to gather 3. That this tool only prepares a widget and the user runs the external service themselves If the research workflow has not been started yet, call start_research first.
Example Prompts
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Links
App Stats
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Tools
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Prompts
ChatGPT
Platforms
Category
Search VisibilityWorks with
ChatGPT
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