Is LLMIC Right for Your Workflow?
LLMIC works best when you need to inspect a website, organize evidence and turn reviewed findings into a clear next step. The exact workflow depends on who owns the decision.
How the workflow fits together
- FreelancerAudit a client site and prepare a focused handoff.
- In-house teamConnect findings with owners and deployment checks.
- AgencyKeep client scopes, reports and account data separated.
- SpecialistInvestigate a defined technical, content or AI-search question.
This visual explains the review sequence. It is not a performance forecast or a set of measured customer results.
What this means in practice
The SEO tools for agencies approach starts with a defined question and visible evidence. Every result should retain enough context for another person to understand its scope. LLMIC separates observed page facts, connected-provider data and editorial suggestions because combining them into one unexplained score would hide important limitations.
What LLMIC can establish
A successful crawl can establish what the app captured from the requested pages at that time. A connected service can establish what its API returned for the selected account, property, dates and filters. A fresh verification can establish whether a supported condition was observed after deployment. Each conclusion remains tied to that evidence.
What still needs human judgment
Priorities, factual claims, customer promises and publication decisions remain human responsibilities. Review generated text, schema and fixes before they reach a website. Preserve intentional exclusions and obtain approval before changing a canonical destination, redirect, privacy statement, price or policy.
Limits and safeguards
LLMIC requires macOS 15 or later and a paid subscription. Some integrations use your own provider accounts and may have separate charges or permissions.
A practical decision table
| Evidence or state | How to use it |
|---|---|
| Freelancer | Audit a client site and prepare a focused handoff. |
| In-house team | Connect findings with owners and deployment checks. |
| Agency | Keep client scopes, reports and account data separated. |
| Specialist | Investigate a defined technical, content or AI-search question. |
Take the next step
Explore the LLMIC features, compare Solo and Pro plans, read the documentation, or download the Mac app. For account or product questions, use the support page. Never include passwords, API keys or private customer data in a support message.
Frequently asked questions
See how freelancers, in-house teams and agencies can use LLMIC, including plan boundaries and external-service requirements.
Start with the decision you need to make and review the dated product facts, scope, limitations, and linked policies on this page. Use the current pricing and download pages for details that can change between releases.
Check whether each statement is a verified product fact, a measured result, an example, or a limitation. Follow the linked documentation or policy when a purchase, security, or workflow decision needs more detail.
Use the page to choose the next relevant product, documentation, or support step. Confirm current plan, compatibility, and policy details before making a purchase or implementation decision.
Open the linked source page and confirm that its current details support the decision you are making. For product behavior, reproduce the workflow in the current app build rather than relying on a marketing summary alone.
This page explains the stated product scope. It does not guarantee rankings, indexing, traffic, revenue, AI citations, or suitability for every website and workflow.
Save or export the evidence, assign the approved action, and use the related guides linked on the page for the next check. After implementation, repeat the same workflow against a fresh crawl so the result is comparable.