Business & Operations

ALLMO

by ALLMO Digital Solutions UG

Overview

ALLMO helps teams understand their visibility in AI-generated answers. Connect an ALLMO account to inspect reports, cited sources, tracked prompts, company visibility, underlying responses, agent findings, and the metric definitions needed to interpret those results. Use existing content recommendations and playbook findings to inform your marketing workflows. This integration provides read-only access to existing ALLMO data.

Tools

describe_metrics

ChatGPT

The canonical definition of every ALLMO metric: numerator, denominator, what is counted only once, the period it covers, and the caveats. Read this before interpreting or comparing any number from the other tools, and quote these definitions rather than composing your own.

get_findings

ChatGPT

What the ALLMO agents and playbooks found for a report: content ideas, community and forum opportunities, YouTube outreach, directory and review insights, page enrichment. Ask without naming a playbook for a summary of all of them; name one to get its full output. These are suggestions, not actions taken. Page Index Monitoring and Warmup are not included.

get_prompts

ChatGPT

The prompts tracked for a report, with their tags, language and location, plus Prompt Coverage counted over every matching prompt. Optionally the search queries the models actually ran (query_fan_out) and the company’s Share of Voice within each tag (tag_visibility), and per-prompt visibility (prompt_stats): how many answers each prompt got and how many mentioned the company.

get_responses

ChatGPT

The actual AI answers behind a report: what was asked, which model answered, what it said, which companies it named and which sources it cited. Filter to answers mentioning a particular company. Optionally returns Answer Density — how many companies and links each model packs into one answer. Returns a page of answers, newest first; it is a sample, not the whole set.

get_sources

ChatGPT

Which domains AI answers cite for a report, with Citation Share and Prompt Share. Optionally the individual pages cited (explore_pages), and what this report had never cited before (recently_discovered). Both shares are citation-scoped — the denominator is answers that cited something, not all answers — so they are not comparable with Share of Voice. Call describe_metrics before interpreting them.

get_visibility

ChatGPT

Company Share of Voice for a report: how often each company appears in AI answers, as a share of every answer in scope. Also returns Prompt Share — the share of prompts a company comes up for. Companies are ranked by mentions; the shares are computed over all responses the filters select, never over the returned rows. Optionally adds the AI Presence citation axis, a share per period, and which companies get named alongside yours. Not comparable with Citation Share from get_sources.