Choose LLM Audit when...
- ✓You want to measure AI-assistant visibility, not search rankings.
- ✓You suspect you rank well in Google but AI assistants never mention you.
- ✓You want an actionable page backlog for AI answers, not another rankings report.
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Honest comparison
LLM Audit vs Moz
Moz measures Google rankings and domain authority; LLM Audit measures whether AI assistants recommend your brand. How to pick the right tool for the question.
Bottom line
Moz answers 'how do I rank in Google and how strong is my domain'; LLM Audit answers 'when a buyer asks ChatGPT, Gemini or Claude for a recommendation, am I in the answer'. The second question is invisible to rank trackers, which is why teams that look great in Moz can still be absent from AI answers. The free LLM Audit snapshot shows you that gap in about a minute.
Verification note
Moz is a veteran SEO platform (keyword research, rank tracking, link data, domain authority). It measures a different surface than LLM Audit: search-engine rankings and links rather than what AI assistants answer. Many teams need both; they are not substitutes. Verify its current AI-related features and pricing on moz.com. LLM Audit does not claim live rankings, private customer counts, or scraped competitor performance on this page.
Evaluate Moz when...
- •You need rank tracking, keyword research and link metrics like domain authority.
- •Your reporting is built around classic SEO KPIs.
- •You want a long-established SEO platform with broad educational resources.
Side-by-side decision table
| Question | LLM Audit | Moz |
|---|---|---|
| Primary job | One-time AI visibility diagnosis plus a decision-stage publishing plan | SEO platform centered on rankings, keywords and link authority metrics |
| Free initial audit | Yes — free snapshot across ChatGPT, Gemini and Claude | Free tools and trial exist; verify current terms on moz.com |
| Pricing (shown here) | Free snapshot; $39/mo monitoring; $99 one-time Full Report; $199/mo Agency | Subscription tiers; check current plans on the vendor site |
| AI providers measured | OpenAI (ChatGPT), Google Gemini and Anthropic Claude on every snapshot | Search-engine data at the core; verify current AI-answer coverage directly |
| Score repeatability | Each provider is queried multiple times per audit and the score ships with an explicit X-of-N confidence signal | Rank tracking is its methodology; AI-answer repeatability is not its core metric |
| Time to first result | Free snapshot in about a minute, with no signup, demo, or sales call | Depends on campaign setup and crawl scheduling |
| One-time report + publishing plan | Yes — prioritized page backlog and 14-day plan | SEO audits and reports, oriented to search rankings |
| Continuous monitoring | Yes — monitoring plan with score history and reruns | Yes, continuous SEO monitoring is its core |
| Shareable output | Public share link for every report, ready to send to a client or teammate without a login | Dashboards and reports; verify sharing terms |
| Best fit | Founder-led SaaS and agencies that want to go from diagnosis to shipped pages fast | Teams reporting on classic SEO KPIs like rankings and domain authority |
FAQ
Is LLM Audit better than Moz?
It depends on the job. LLM Audit is designed for a fast audit and publishing plan; a broader platform may be better for ongoing monitoring or enterprise workflows.
When is Moz the better choice?
Moz is worth evaluating when: you need rank tracking, keyword research and link metrics like domain authority; Your reporting is built around classic SEO KPIs; you want a long-established SEO platform with broad educational resources.
Does this page use scraped competitor data?
No. This comparison uses conservative positioning copy and asks buyers to verify current competitor pricing, coverage, and features independently.
What does LLM Audit include today?
A free snapshot, provider findings when configured, $39/mo monitoring with score history, an optional one-time Full Report, site evidence, and shareable report links.
What should I verify before buying any AI visibility tool?
Verify provider coverage, prompt methodology, pricing, update cadence, source evidence, integrations, export options, and whether the workflow creates actions your team can ship.
Can I start without a sales call?
Yes for LLM Audit: run the free snapshot first, then unlock a one-time report for that audit.
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Run your own prompt evidence first
The fastest way to make this decision concrete is to test your own brand, category, and competitors.