Find technical roadblocks.
A page can load for you and still send confusing signals to a crawler. Inspect response codes, indexability and rendered content.
Check indexability Audit JavaScript rendering Set crawl scope and speedWEBSITE AUDITS · CONTENT · AI VISIBILITYSEO software for Mac.
SEO software for Mac.
Find what needs fixing.
Find technical SEO issues, connect keywords to pages, and investigate AI visibility in one native Mac app. See the affected pages, decide what to change, then check your work.
macOS 15+ · Paid subscription required · Compare plans
YOUR WEBSITE. THE ACTUAL EVIDENCE.Inside LLMIC
- 01Find the issueConfirm the failed destination.
- 02See where it startsInspect source pages and link text.
- 03Check the repairRerun the same scope after editing.
Built for macOSCore audit data stored locallyConnected providers your own accountsCompatibility & release notes
A REAL, CONTROLLED REPAIRSame pages.
Same pages.
A different result.
The first scan found one failed destination used on two pages. We repaired the website links, then checked the same scope again.
Two source pages. Three targets. Four link occurrences. Those stayed constant in both runs.
Inspect the captures and methodBefore repairFresh check
Broken destinations
01
Affected source pages
02
Inside the actual appOne broken link.
One broken link.
Every source in view.
Follow a real, controlled audit from finding to fresh verification. No account needed to explore.
01 Find the failed destination
LLMIC confirmed one 404 linked from two pages. The finding includes the source URLs and anchor text, so you can see exactly where the broken journey starts.
Actual LLMIC capture · 3 October 2026 · Controlled two-page demonstration.
02 Make the repair deliberately
We changed both source links from missing-worksheet.pdf to the working setup-worksheet.html page and updated their wording. LLMIC identified the issue; the website edit was made separately.
Fix the reader’s destination and the promise in the link text together. A successful HTTP response alone does not tell you whether a replacement is useful.
03 Check the same pages again
The fresh scan found zero broken destinations and zero affected source pages. Both runs checked the same two source URLs, three unique targets and four link occurrences.
Internal links only; external links and resources excluded. This demonstrates a repair check, not a ranking, traffic or customer revenue result.
The sample is a summary of this controlled test. It contains no customer data.
Start with the problem
What needs your attention?
Choose a task. See the method before you change your website.
Connect keywords to pages.
Turn a keyword plan into a page-level review. Check placement, question coverage and heading structure before briefing your editor.
Map keywords to content Review heading structure Find unanswered questionsRepair the reader’s journey.
A warning count is a starting point. Find the page containing the failed link, understand its purpose and choose a useful replacement.
Find broken links Inspect source pages and redirects Find internal linking opportunitiesInvestigate AI search visibility.
Keep website readiness separate from measured answers. Review the prompts, returned responses and citations behind an observation.
Understand AI visibility Run a controlled benchmark Review cited sourcesSome guides describe development-build workflows. Check the public release notes and plan limits before subscribing for a specific feature.
From finding to verified changeA finding is the start.
A finding is the start.
A checked change is the result.
Follow the evidence through three steps. Open each one to see what LLMIC records, what you review, and how to check the published change.
01Collect the evidence+
Start with a website crawl. Inspect the URLs, responses, links and page content captured in that run. Add supported Google or AI provider connections when the question needs evidence beyond the crawl.
- Input
- Your site and chosen crawl settings.
- Review
- The crawl’s scope, time and completeness.
02Understand the finding+
Open the affected page and examine the observed issue. A missing destination, repeated heading and AI citation are different kinds of evidence. Keep their meaning and limitations visible before assigning a task.
- Input
- A finding with its source and context.
- Review
- Whether the evidence supports the proposed action.
03Act, then check again+
Organize the work and review supported fix drafts. Your team controls publication. After a change is deployed, collect fresh evidence; a completed task alone does not prove the page changed.
- Input
- An approved change and an owner.
- Review
- The published result under comparable checks.
One problem, made practical“This link is broken.”
“This link is broken.”
Now make it actionable.
A reader clicks a setup worksheet and reaches a missing file. The useful handoff names the linking page, its anchor, the failed destination and the approved replacement.
Our five-part field guide follows that repair from discovery to a fresh check. It includes an interactive preparation checklist and a blank CSV template your team can use.
- SourceWhere the reader clicked
- EvidenceWhat the destination returned
- DecisionRestore, replace or rewrite
- VerificationCheck the published path again
Useful evidence. Honest limits.A clear answer includes
A clear answer includes
what we don’t know.
Website audit software can show what it observed. It cannot guarantee Google indexing, higher rankings or a citation in every AI answer. LLMIC keeps local checks, connected data and generated suggestions in context.
Core audit data stays on your Mac. Account and billing services run online; external providers receive the requests you choose to make. Read the details before connecting an account.
Choose your scopeStart with the work
Start with the work
you need to do.
Download the Mac app, sign in and activate a subscription. Compare the current features and limits before choosing your plan.
A focused website audit.
Core technical SEO, content and link tools for one website, with standard reporting.
Compare Solo and ProA wider research workflow.
More websites, AI intelligence, supported Google integrations and advanced workflows.
See Pro features and limitsPaid access. No automatic free trial. Optional provider charges are separate. Final pricing, tax and renewal details appear in checkout.
Keep learningThe next answer
The next answer
is already here.
Use the documentation for product steps, the Journal for practical methods, and the topic sitemap to find related subjects.
Clear answers
Questions, answered.
Open only what you need. Each answer explains the practical boundary as well as the next step.
Still unsure? Ask us →01What is LLMIC SEO audit software for Mac?
LLMIC is a native macOS workspace for crawling websites, reviewing technical and content evidence, researching AI visibility, and preparing fixes for human approval.
02Who should use LLMIC for website audits?
LLMIC is built for site owners, independent SEO specialists, in-house teams, and agencies that need evidence they can inspect before changing a website.
03Which technical SEO checks are included in LLMIC?
The app includes crawl, indexability, metadata, heading, duplicate-content, link, structured-data, content, and related audit workflows. Available limits and advanced tools depend on the selected plan.
04Can LLMIC measure visibility in AI search answers?
Pro workflows can run measured prompts with supported providers and record mentions, citations, sources, and failed checks. Results describe the tested prompt, provider, model, place, and time.
05Do I need an active subscription after downloading LLMIC?
Yes. The installer can be downloaded without payment, but an active Solo or Pro subscription is required to use the workspace. There is no automatic free trial.
06Can LLMIC guarantee higher rankings or AI citations?
No. LLMIC measures crawl evidence and research observations, then helps you review possible actions. Search engines and AI providers decide their own results.
07Does LLMIC send my crawl data to its own servers?
Core crawl analysis is designed to run in the native Mac app. Features that use Google, AI, or other providers make the external requests described in the relevant workflow and use the credentials you connect.