Prompt library
Free prompts for finding customers and getting recommended by AI
Copy-paste prompts for founders. Find the people who need your product, reply without spamming, check whether ChatGPT and Claude recommend you, and fix what stops AI assistants reading your site. Each one says what it does and what the assistant cannot know.
10 prompts · free · no sign-up · share any link
Find customers
Find the people who need your product, and talk to them without spamming.
- Any AI chat23 lines · ~460 tokens
Find the phrases your buyers actually write
Trigger situations, 25 phrases in buyer language grouped by intent, a top-10 shortlist and exclusion words for the wrong crowd.
Open prompt - Any AI chat25 lines · ~370 tokens
Reply to a community post without looking like spam
A fit check first, then two replies you edit yourself: one that discloses you built the product, one that just helps.
Open prompt - Any AI chat16 lines · ~260 tokens
Turn complaints about a competitor into honest positioning
Reasons people leave a competitor, grouped with quotes, plus a strict check of which ones your product actually fixes.
Open prompt - Any AI chat16 lines · ~230 tokens
Turn a pile of community posts into a customer pain report
Posts clustered into 3-7 pain themes with counts, exact quotes and links, and a next step for the themes nearest your product.
Open prompt - Any AI chat16 lines · ~280 tokens
Find the communities where your buyers ask for help
Subreddits, forums and groups where your buyers post, what a buyer post looks like there, the rules, and how sure the assistant is.
Open prompt
Get recommended
Find out whether AI assistants recommend you, and get onto the pages they cite.
- Any AI chat25 lines · ~450 tokens
Check whether ChatGPT, Claude and Perplexity recommend you
20 buyer questions that do not name you, a log to fill in across assistants, and an analysis of where you are missing and who gets cited instead.
Open prompt - Any AI chat21 lines · ~390 tokens
Get into the “best tools” lists AI answers cite
Sorts cited “best tools” articles by who is worth pitching, then writes short, honest pitches with no payment or link exchange.
Open prompt
AI visibility
Technical fixes a coding agent can make in your repo so assistants can read and trust your site.
- Coding agent86 lines · ~1,340 tokens
Find out if your site blocks AI assistants
Tests your live site as each AI crawler, compares robots.txt with what the server and CDN really return, and separates code fixes from dashboard settings.
Open prompt - Coding agent68 lines · ~950 tokens
Keep what AI says about your product true
One facts file for prices, limits, trial terms and integrations; llms.txt built from it; and a check that fails when a page says something else.
Open prompt - Coding agent70 lines · ~930 tokens
Fix structured data search engines ignore or distrust
Audits JSON-LD per page type, removes self-serving ratings and build-time dates, and uses the right schema type on each page.
Open prompt
How to use them
Two kinds of prompt. Each card says which one it is.
Any AI chat
ChatGPT, Claude, Gemini or Perplexity
- Copy the promptOr run it in your AI assistant with one click, from the logos at the top of the page.
- Fill in the {{blanks}}Replace each part in double braces with your own details. The more specific you are, the better the answer.
- Check the answerEach page says what the assistant cannot know. Verify those parts yourself before you act.
Coding agent
Claude Code, Cursor or Codex, with your repo open
- Open your repo in an agentClaude Code, Cursor (agent mode), Codex or Windsurf. It needs to read files and run commands.
- Paste the promptOr paste the one-line version if your agent can fetch URLs. The agent reports first and waits for your OK.
- Approve, then verifyReview the plan, let it make the changes, and check the live result with the linked free tool.
Questions
What are these prompts?
Are they free?
Do they promote Needle?
Which assistants do they work with?
Where do the prompts come from?
How is this different from using Needle?
Prompts work on what you paste. Needle finds the posts.
Needle searches Reddit, Hacker News, Stack Overflow, GitHub and other communities every day, ranks posts by buying intent and drafts replies you post yourself.
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