# AI Report Generator for Social Signal Research Teams URL: https://crowd-scope.com/tools/ai-report-generator Type: tool Locale: en Published: 2026-07-19 Updated: 2026-07-19 --- > Describe your ICP's pain point and get the platforms, search queries and step-by-step brief our team uses to turn Reddit and X threads into named signals. *Free tool* ## Turn One Pain Point Into a Full Investigation Report This free AI report generator builds the platforms, search queries and step-by-step brief our team uses to turn scattered Reddit and X threads into a report with named people, dated posts and clickable URLs. ## AI Report Generator Describe the pain point you're investigating, pick a platform focus and a goal, and this AI report generator assembles the search queries and step-by-step brief you need. No signup, nothing leaves your browser. *[Interactive widget — see the live page for the full experience]* ## What goes into your report outline ### Search queries, not guesses Pick a platform focus and the tool writes the exact search strings we use internally, ready to paste into Reddit search, X search or LinkedIn's post search bar. No trial and error with keyword combos before you find something worth reading. ### Steps sized to your goal Validating an ICP, building a prospect list and tracking a competitor need different playbooks. Pick your goal and a length, and the outline pulls the right steps in the right order, from the first query to the final export. ### Built from our own rulebook Every step traces back to the rule we apply on every Crowd Scope investigation: a result only counts once it has a name, a platform, a URL and a date attached. No name, no count, no exceptions. *Not a generic template* ## Built From the Same Process Behind Every Crowd Scope Report We didn't invent a new framework for this tool. It mirrors the process our writers run before publishing any Crowd Scope investigation: pick a platform, run specific queries, log every match with a name and a date, then group the matches into a pattern worth acting on. The generator just does the setup work faster, so you spend your time reading real threads instead of staring at a blank search bar deciding where to start. - No brand mentions, no vanity metrics - Every step maps to a real, repeatable action - The same rulebook whether you're validating an ICP or building a list - Queries you can paste straight into Reddit, X or LinkedIn search ## Common questions ### Is this AI report generator free to use? Yes. It runs entirely in your browser, with no signup and no usage limit. The output is a report outline you copy and run yourself. ### Does it call an external AI model to write my report? No. The outline is assembled from a fixed set of platform and goal templates built from our own investigation process, not generated by a live language model. That keeps the steps consistent and checkable every time you run it. ### Where do the report steps come from? From the same process our writers use before publishing a Crowd Scope article: pick a platform, run specific queries, log every match as name, platform, URL and date, then group the matches into a pattern. ### Can I edit the search queries it generates? Yes. They are starting points built around your topic. Swap in a competitor name, a specific subreddit, or a more precise phrase before you run them. ### What if my topic is too broad? Narrow it before you generate. “Lead qualification” is too broad. “PMMs struggling with lead qualification in Series A SaaS” gives you queries worth running. ### Does this replace running the actual search? No. This builds the plan. Running the queries, reading the threads and logging the matches produces the actual signals. That step is still on you, or on Crowd Scope if you're a customer. ### Is my input stored anywhere? No. Your topic and selections stay in your browser tab. Nothing is sent to a server, aside from an anonymous, IP-free ping that counts a tool run. ### Why only 5 or 8 steps, not a full report template? Because a report outline you'll actually use beats a 20-step template you won't finish. Pick “Full brief” if you want the longer version with all 8 steps. ## Want the Report Actually Written, Not Just Outlined? Skywork's Documents agent turns research notes into a drafted report with citations in minutes. Paste your outline in and let it do the writing. *Call to action: Try Skywork free* ## FAQ ### Is this AI report generator free to use? Yes. It runs entirely in your browser, with no signup and no usage limit. The output is a report outline you copy and run yourself. ### Does it call an external AI model to write my report? No. The outline is assembled from a fixed set of platform and goal templates built from our own investigation process, not generated by a live language model. That keeps the steps consistent and checkable every time you run it. ### Where do the report steps come from? From the same process our writers use before publishing a Crowd Scope article: pick a platform, run specific queries, log every match as name, platform, URL and date, then group the matches into a pattern. ### Can I edit the search queries it generates? Yes. They are starting points built around your topic. Swap in a competitor name, a specific subreddit, or a more precise phrase before you run them. ### What if my topic is too broad? Narrow it before you generate. “Lead qualification” is too broad. “PMMs struggling with lead qualification in Series A SaaS” gives you queries worth running. ### Does this replace running the actual search? No. This builds the plan. Running the queries, reading the threads and logging the matches produces the actual signals. That step is still on you, or on Crowd Scope if you're a customer. ### Is my input stored anywhere? No. Your topic and selections stay in your browser tab. Nothing is sent to a server, aside from an anonymous, IP-free ping that counts a tool run. ### Why only 5 or 8 steps, not a full report template? Because a report outline you'll actually use beats a 20-step template you won't finish. Pick “Full brief” if you want the longer version with all 8 steps.