Eli

Use this when the user asks for the full, raw AI-visibility scan of a public company website as data. It reads the site's public pages, checks whether AI search answers to a small sample of buyer questions in the company's category mention the company, and returns the complete scan result as JSON: overall score, visibility, readability and agent-usability scores, the buyer questions tested and the sources cited. Read-only: it does not change the website, create an account or contact anyone. Limitations: only public pages are read; the visibility figure comes from a small sample of questions and is not a ranking guarantee; a result can be reused from a cache for up to 7 days; a fresh scan can take a few minutes; requests are rate-limited per IP address with a daily limit; visibility is null when it could not be measured. Do not use it for a plain summary of one company (use test_company_for_ai) or for a person's own Eli workspace. It holds no account and cannot read, approve or change anyone's own Eli workspace.

scan_visibility

Use this when the user asks how to start with Eli for their website after a free check. It returns the links to start free for a website and to open its full report. Informational only: it does not create an account or change a website. Do not use it to check a website (use test_company_for_ai). It holds no account and cannot read, approve or change anyone's own Eli workspace.

get_started

Use this when the user asks where a website's homepage, or one of its pages, loses customers, or what to fix first on it, for example "Roast my website", "Why isn't my website converting?" or "What should I fix on my homepage?". It reads the public page and the site's public pages, checks how clearly they say what is sold, for whom, with what proof and what the next step is, and how readable they are for AI, and returns at most three concrete fixes, each with what Eli found. Do not use it for how AI answers treat the company (use test_company_for_ai) or for a person's own Eli workspace. Read-only: it changes no website and contacts no one. Limitations: public pages only; no visitor or sales data, so it says nothing about how many customers are lost; requests are rate-limited per caller. It holds no account and cannot read, approve or change anyone's own Eli workspace.

roast_my_website

Use this when the user asks whether AI assistants recommend, understand or can act on one named company's public website, and wants a plain summary instead of the raw scan, for example "Does ChatGPT recommend my company?", "Is my business visible in AI search?" or "How do I get my business recommended by ChatGPT?" with their website given. It runs the same public scan as scan_visibility and groups the result into four parts: what AI can understand about the company, what AI can verify from cited sources, what actions AI agents appear able to take on the site, and the main gaps found. No account is needed. Read-only: it does not change the website, create an account or contact anyone. Limitations: only public pages are read; the result comes from a small sample of buyer questions and is not a ranking guarantee; a result can be reused from a cache for up to 7 days; a fresh scan can take a few minutes; requests are rate-limited per IP address with a daily limit; anything that could not be measured is marked [VERIFY: ...]. Do not use it when no company website is named (use who_ai_recommends) or for a person's own Eli workspace. It holds no account and cannot read, approve or change anyone's own Eli workspace.

test_company_for_ai

Use this when the user asks who AI assistants recommend for a kind of service or product in a city, region or country, for example "Who does AI recommend for payroll software in the Netherlands?" or "Which accountants does ChatGPT recommend in Amsterdam?", usually to see whether their own business is among them. No website is needed. It asks AI assistants a small set of buyer questions about that service and place, with live web search, and returns the companies their answers recommended most often and the sources they cited. Do not use it to check one named company's website (use test_company_for_ai) or for a person's own Eli workspace. Read-only: it changes no website and contacts no one. Limitations: a small sample of answers on one day, not a ranking or a market share; the questions are worded for buying software or a service, so a very local trade can read oddly; a result can be reused from a cache for up to 7 days; a fresh check can take a minute or two; checks are limited per caller and per day, and the check says when Eli's free AI checks are switched off or used up. It holds no account and cannot read, approve or change anyone's own Eli workspace.

who_ai_recommends

Use this when the user asks why a competitor shows up in AI answers instead of their company, or which sources AI cites in their market, for example "Why does ChatGPT recommend my competitor instead of us?" or "Where does ChatGPT get its information about my market?". Give the company's website and, if known, the competitor's website or the category. It asks AI assistants a small set of buyer questions in that category, with live web search, and returns which companies the answers recommended, which source sites they cited (review sites, lists, forums, the companies' own pages), and which cited third-party pages name a competitor and not the company. Do not use it when no company website is named (use who_ai_recommends) or for a person's own Eli workspace. Read-only: it changes no website and contacts no one. Limitations: a small sample of answers on one day, not a ranking; a result can be reused from a cache for up to 7 days; a fresh check can take a minute or two; checks are limited per caller and per day, and the check says when Eli's free AI checks are switched off or used up. It holds no account and cannot read, approve or change anyone's own Eli workspace.

why_competitor_wins

Use this when the user asks Eli to write the first fix for a website: the one page section or FAQ answer that answers a buyer question the site does not answer well yet, for example "Write the section my site needs to show up in ChatGPT's answers" or "What should my FAQ say so AI recommends us?". Give the website and the buyer question (or the gap). It finds the page on the site that best answers the question, says what that page is missing, and drafts the section from the site's own words, with anything it cannot verify marked [VERIFY: ...]. Draft text only: it never publishes, edits or sends anything anywhere. Do not use it to check visibility or a competitor (use test_company_for_ai or why_competitor_wins) or for a person's own Eli workspace. Without a question it uses the first buyer question a free scan of the website from the last 7 days showed the company was left out of. Limitations: public pages only; the drafted text needs Eli's free AI checks, which are limited per caller and per day; without them the answer says where the fix goes and what the page is missing, with no drafted text. It holds no account and cannot read, approve or change anyone's own Eli workspace.

write_my_first_fix