Loop/Prompt Library / Business, marketing & money
🔁 Search and AI-answer visibility
Checks how well Google and AI chatbots can find and quote your pages, then fixes the biggest gap first.
Use it when: You have key pages and questions you want to show up for.
🛑 Stops when: Key pages are findable and answer-ready, and a re-check shows no big gaps.
Copy this loop
Audit [site] for search and AI-answer visibility. Check: can pages be crawled and indexed, does each page have a clear purpose, titles, internal links, structured data, cited sources, and does it answer the question up front. Rank gaps by impact and fix the biggest one. Re-run the same crawl and test [list of target questions] on search engines and AI chatbots. Repeat for at most [8] fixes. Stop when no critical issue remains and every target question maps to a strong page.
Review every change the agent makes before you keep it. Set a budget or round limit — the prompt includes one.
Idea from Forward Future's Loop Library · by Matthew Berman. Prompt rewritten in plain English by FixKit AI.
More loops like this
Roll out an AI workflow for a customer
Takes one customer request, tests an AI workflow on realistic data, then rolls it out in careful stages with monitoring.
Find your best weekly post
A six-week experiment: one post a week, change one thing each time, and track real replies and saves, not just likes.
Ask buyers what almost stopped them
Asks recent buyers one question in small batches, finds repeated worries, and suggests page copy that answers them.
Thumbnail tournament
Makes ten thumbnail ideas, scores the top three, and keeps improving the best one, without misleading viewers.
Product profit check
Finds trending products in a niche, checks real supplier costs, does the profit math, and filters out legal risks.
Chase a refund until it lands
Starts a refund request and keeps following up on replies and deadlines until the money actually arrives.