LocationLists

Full record for one dataset: fields with descriptions, record and state counts, coverage, advertised refresh cadence AND the real last-modified date of the file, FAQs, sample URL and the dataset's page on locationlists.com.

get_dataset

Up to 10 real rows from the live file (spread across the dataset, not the first ten), as JSON plus CSV text. Show these to the user so they can judge the fields and quality.

get_sample

Ask LocationLists to add a list we do not have yet. Use it when search_datasets finds nothing that fits, or the user wants a brand, place or kind of business we do not publish. BEFORE calling: ask the user whether to send the request, and ask for their email so we can tell them when the list is ready. Pass an email only if the user gave it to you in this conversation; never guess or invent one. Called with neither email nor email_declined, it sends nothing and asks for the email. The request goes to the LocationLists team, the same place as the request box on locationlists.com. We add new datasets every day and prioritize requested ones; there is no promised date. Free, nothing is charged.

request_list

Find LocationLists datasets by brand name, product line, location type or category (e.g. 'bobcat', 'generator dealers', 'hardware stores', 'breakfast restaurants'). Returns slug, name, record count, coverage and page URL. Use the slug with the other tools.

search_datasets

Send a message to the LocationLists team: wrong or missing data in a dataset, something that did not work, a pricing question, an idea, or anything else. Ask the user before sending and use their words. Ask for their email so the team can reply, and pass it only if they gave it; never guess or invent one. Called with neither email nor email_declined, it sends nothing and asks for the email. Free.

send_feedback