Foglift vs Moz: which fits AI search?
Choose Moz Pro when traditional SEO research, link data, rank tracking, and a weekly four-model AI Visibility dashboard belong in one suite. Choose Foglift when the job is to audit what AI engines can extract, monitor five answer engines, prioritize fixes, and connect answer evidence with crawler fetches and recognized referrals.
The price boundary matters: Foglift offers unlimited single-page Technical Audits at $0 and five-engine monitoring plus developer access from $49/month. Moz Pro Starter is $49/month for one-site SEO; its AI Visibility features begin on Standard at $99/month.
Choose Foglift if you need:
- ✓Unlimited single-page Technical Audits at $0
- ✓Per-page AI Readiness scoring across 8 dimensions
- ✓Five-engine monitoring including Claude and Google AI Overview
- ✓Crawler fetches and recognized AI referrals kept separate
- ✓API, CLI, hosted MCP, webhooks, and batch scanning from Launch
- ✓Weekly full-site coverage of up to 100 selected pages from Launch
Choose Moz if you need:
- ✓Domain Authority (DA) metric for link building
- ✓Comprehensive keyword research with Keyword Explorer
- ✓Conventional rank tracking and AI Overviews by keyword
- ✓Link building tools and backlink analysis
- ✓Weekly prompts across GPT, Gemini, Google AI Mode, and Perplexity
- ✓MozBar browser extension for on-the-go analysis
When to Choose Each Tool
When Foglift Is the Better Fit
You need diagnosis and monitoring in one loop. Foglift scores eight AI Readiness dimensions per page, then monitors mentions, citations, sentiment, competitors, and share of voice across five engines. Deterministic recommendations connect those results to specific pages and prompts.
You need security and accessibility audits. Foglift checks HTTP security headers (CSP, HSTS, X-Frame-Options) and WCAG accessibility compliance in every scan. These are not surfaced in Moz Pro's pricing-page feature list.
You need one developer contract. Foglift includes its authenticated REST API, published CLI, hosted MCP, webhooks, and batch scanning from Launch at $49/month. Moz publishes an API and MCP server, but as a separate Moz Data product from the Moz Pro subscription.
You want a free starting point. Foglift's free tier gives you a full five-dimension Technical Audit without creating an account. Active Free accounts can also keep weekly Perplexity monitoring while active.
When Moz Is the Better Fit
You need Moz's proprietary link metrics. Domain Authority, Page Authority, Spam Score, Link Explorer, and Moz API link data are legitimate reasons to keep Moz in an SEO or digital PR workflow.
You need keyword research. Moz Keyword Explorer provides search volume, difficulty scores, SERP analysis, and keyword suggestions. Foglift's Prompt Discovery ranks demand-backed AI questions, but it does not replace a conventional SEO keyword database.
You want SEO and AI research together. Standard includes 50 tracked prompts, weekly updates, four tracked models, sentiment, citations, prompt suggestions, and two AI content briefs alongside the conventional SEO suite.
You want a browser extension. MozBar lets you see DA, PA, and link metrics for any page while you browse. It's a popular free tool for quick competitive analysis.
What the Same $49 Entry Price Buys
Moz Pro Starter is a one-site SEO entry plan. The $49 Foglift Launch plan instead unlocks all five monitored answer engines, up to daily monitoring, three brands, three team members, 4,000 monthly tokens, weekly full-site Technical Audits of up to 100 selected pages, and API, CLI, MCP, webhook, and batch workflows.
If Domain Authority, Keyword Explorer, Link Explorer, or conventional rank tracking is the buying reason, choose Moz. If the missing job is an audit-to-answer-to-referral loop, choose Foglift. Track mentions, answer citations, crawler fetches, recognized referrals, and Google clicks as different outcomes. A crawler fetch alone does not prove a citation or referral. For the wider shortlist, use the AI search visibility software hub and the AI search monitoring API workflow.
Feature-by-Feature Comparison
| Feature | Foglift | Moz |
|---|---|---|
| Starting Price | Free ($0); Launch is $49/month | Moz Pro Starter is $49/month; AI Visibility starts on Standard at $99/month |
| AI Search Visibility | Five-engine monitoring across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overview from Launch | Standard includes 50 weekly prompts across GPT, Gemini, Google AI Mode, and Perplexity |
| Citation Evidence | Answer-level citations where an engine provides them; Gemini is explicitly unavailable | AI Citations Data on Standard, Medium, and Large |
| AI Readiness Audit (8 dimensions) | Yes, structured data, FAQ quality, entity identity, citation formatting, and related extraction signals | Not exposed as a per-dimension page audit |
| Crawler and Referral Evidence | Sensor separates crawler fetches from recognized human referrals | No equivalent first-party traffic Sensor listed in the Pro plan matrix |
| Domain Authority (DA) | No proprietary DA metric | Yes, Domain Authority, Page Authority, and Spam Score |
| Structured Data / FAQ Audit | Yes, JSON-LD, Schema.org, and FAQ quality scoring | Site Crawl identifies technical issues; no matching eight-dimension AI Readiness contract |
| Backlink Analysis | No backlink index | Yes, Link Explorer and a 45.5-trillion-link API index |
| Search and Prompt Research | Prompt Discovery ranks demand-backed AI questions | Keyword Explorer plus AI Prompt Suggestions |
| SERP / Rank Tracking | Search Console and Bing data, not a conventional rank tracker | Yes, conventional Rank Tracker and AI Overviews by keyword |
| Site Crawl | Unlimited single-page audits; Launch includes weekly full-site coverage of up to 100 selected pages | 400,000 pages crawled per month on Standard; 2 million on Medium; 5 million on Large |
| Performance, Security, Accessibility | Reported in every Technical Audit | Site Crawl focuses on SEO issues; these are not listed as equivalent reported dimensions |
| Recommendations and Briefs | Deterministic recommendations connect technical, answer, competitor, citation, crawler, and referral evidence | SEO recommendations plus 2, 10, or 50 AI content briefs per month by plan |
| Public API | Launch includes 50 requests per day and 1,000 per month | Separate Moz API product with free evaluation access and visible paid entry copy from $20 |
| MCP Server | Yes, hosted MCP from Launch plus the published foglift-mcp package | Yes, Moz API advertises an MCP server as a separate data product |
| CLI Tool | Yes, the published foglift-scan package | No first-party CLI advertised on the cited Pro or API pages |
| PDF Reports | Yes (free) | Yes (all plans) |
| Browser Extension | Not yet | Yes, MozBar (free) |
| Permanent Free Access | Unlimited single-page Technical Audits plus active-use weekly Perplexity monitoring | Limited Community access to MozBar, Keyword Explorer, and Link Explorer |
Pricing Comparison
Foglift
No annual commitment required. Cancel anytime.
Moz Pro
AI Visibility begins on Standard. Annual billing shows Standard $79, Medium $143, and Large $239. Verified September 20, 2026.
The Bottom Line
Foglift is the better choice when your next question is “what should I fix, did the answer change, and did a person click?” It connects unlimited single-page Technical Audits, eight-dimension AI Readiness, five-engine monitoring, deterministic recommendations, full-site coverage, crawler evidence, recognized referrals, Search Console, and developer workflows. The public Technical Audit stays $0; Launch is $49/month.
Moz Pro is the better choice when Domain Authority, Keyword Explorer, Link Explorer, Site Crawl, and conventional Rank Tracker are the core job. Its AI offer is substantive: Standard includes one dashboard, 50 weekly prompts, four tracked models, sentiment, citation evidence, prompt suggestions, and two content briefs. Moz API also advertises an MCP server, but it is a separate product rather than a Moz Pro developer surface.
The procurement answer: choose Foglift for a focused, lower-cost AI search operating loop. Choose Moz for the broader SEO suite. Use both only when the team genuinely needs Moz's traditional data and Foglift's separate readiness, answer, crawler, referral, and action evidence.
Try Foglift: it's free
Run a full Technical Audit with AI Readiness, performance, security, and accessibility findings. No signup or card required.
Frequently asked questions
What is the main difference between Foglift and Moz?
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Moz Pro Standard includes one AI Visibility dashboard, 50 weekly prompts across GPT, Gemini, Google AI Mode, and Perplexity, sentiment, citation data, prompt suggestions, and two content briefs. Moz API is a separate product with an MCP server. Foglift differentiates on unlimited $0 Technical Audits, five-engine monitoring including Claude and Google AI Overview from $49/month, deterministic recommendations, full-site audits, crawler and recognized-referral evidence, and API, CLI, hosted MCP, webhooks, and batch scanning on Launch.
Is Foglift more affordable than Moz?
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Foglift offers free unlimited Technical Audits with no credit card required, and paid monitoring plans start at $49/mo. Moz starts at $49/month for Moz Pro Starter; Moz Pro AI Visibility begins on Standard at $99/month; Moz API is sold separately, with free evaluation access and visible paid entry copy from $20. Foglift includes SEO analysis and AI Readiness scoring; API keys, CLI, and MCP access are available on Launch, Growth, and Enterprise plans.
What does Moz offer for free?
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Foglift offers a $0 product plan with unlimited single-page Technical Audits and active-use weekly Perplexity monitoring. A free Moz Community account provides limited MozBar, Keyword Explorer, and Link Explorer access; this is not a free Moz Pro plan.
Which is better for SEO and AI search optimization: Foglift or Moz?
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Both Foglift and Moz offer AI capabilities, but they apply them to different workflows. Moz Pro Standard includes one AI Visibility dashboard, 50 weekly prompts across GPT, Gemini, Google AI Mode, and Perplexity, sentiment, citation data, prompt suggestions, and two content briefs. Moz API is a separate product with an MCP server. Foglift differentiates on unlimited $0 Technical Audits, five-engine monitoring including Claude and Google AI Overview from $49/month, deterministic recommendations, full-site audits, crawler and recognized-referral evidence, and API, CLI, hosted MCP, webhooks, and batch scanning on Launch.
When should I choose Moz over Foglift?
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Consider Moz if you need: Domain Authority, Page Authority, Spam Score, Keyword Explorer, conventional Rank Tracker, Site Crawl, Link Explorer and API data, MozBar, weekly four-model AI Visibility, and the separate Moz Data API and MCP surface. Moz is a strong choice for those specific use cases. Foglift is the better fit if you want unlimited single-page Technical Audits, combined SEO + AI Readiness analysis, or developer tools on Launch+ plans (API, CLI, MCP).
How we compare
These sources explain why the comparison separates AI-answer visibility from search rank, checks results by engine, and dates product evidence. They do not determine feature or pricing verdicts and do not establish universal ranking factors.
- Aggarwal et al., “GEO: Generative Engine Optimization,” KDD 2024. The 10,000-query GEO-Bench found that tested textual interventions including citations, quotations, and statistics could improve source visibility by up to 40 percent, with results varying by domain. The study did not test JSON-LD or Google AI Overviews.
- SE Ranking, “What actually drives AI citations,” current first-party study summary. The analysis covers 129,000 domains and 216,000 pages for ChatGPT plus 295,000 domains and 2.3 million pages for AI Mode. Referring domains ranked first for ChatGPT; organic traffic ranked first for AI Mode.
- Chatoptic, “SEO ≠ GEO: Only 62% Overlap Between Google Ranking and ChatGPT Visibility,” 2025. Across 1,000 queries, 15 brands, and five categories, Google top-10 position had a 0.034 correlation with ChatGPT mention order when browsing was on. The study measured mentions and order, not URL citations.
- Ahrefs, “AI Assistants Prefer to Cite Fresher Content,” 2025. Across 16.975 million cited URLs, AI-assistant citations skewed newer than organic results on average, while Google AI Overviews did not. Treat recency as an observational signal, not a causal score.
Feature and pricing data is verified against each tool's public website before comparison pages are refreshed.
Sources & data freshness
Moz Pro pricing, crawl allowances, tracked-model list, prompt cadence, citations, sentiment, prompt suggestions, and brief allowances were re-verified on Moz's current pricing page. Moz API pricing and MCP claims come from the separate API product page. Foglift pricing, engine coverage, Technical Audit, full-site, Sensor, API, CLI, and MCP claims were reconciled with the current public product contract and /pricing on the same date. The behavioral-research citations below underpin the “why page-level AI Readiness matters” framing.
These sources explain why the comparison separates AI-answer visibility from search rank, checks results by engine, and dates product evidence. They do not determine feature or pricing verdicts and do not establish universal ranking factors.
- Moz Pro pricing and limits: $49 Starter; monthly Standard $99, Medium $179, Large $299; annual Standard $79, Medium $143, Large $239; 400,000, 2 million, and 5 million crawled pages per month on the three AI-enabled plans, respectively, moz.com/products/pro/pricing, accessed 2026-09-20.
- Moz Pro AI Visibility: GPT, Gemini, Google AI Mode, and Perplexity; weekly tracking; 50, 100, or 200 prompts; sentiment; citation data; prompt suggestions; and 2, 10, or 50 briefs, moz.com/products/pro/pricing, accessed 2026-09-20.
- Moz API: separate SEO data product, current visible entry copy from $20, Domain Authority, 45.5 trillion links across 1 billion domains, keyword and SERP data, and an advertised MCP server, moz.com/products/api, accessed 2026-09-20.
- Aggarwal et al., “GEO: Generative Engine Optimization,” KDD 2024. The 10,000-query GEO-Bench found that tested textual interventions including citations, quotations, and statistics could improve source visibility by up to 40 percent, with results varying by domain. The study did not test JSON-LD or Google AI Overviews.
- SE Ranking, “What actually drives AI citations,” current first-party study summary. The analysis covers 129,000 domains and 216,000 pages for ChatGPT plus 295,000 domains and 2.3 million pages for AI Mode. Referring domains ranked first for ChatGPT; organic traffic ranked first for AI Mode.
- Chatoptic, “SEO ≠ GEO: Only 62% Overlap Between Google Ranking and ChatGPT Visibility,” 2025. Across 1,000 queries, 15 brands, and five categories, Google top-10 position had a 0.034 correlation with ChatGPT mention order when browsing was on. The study measured mentions and order, not URL citations.
- Ahrefs, “AI Assistants Prefer to Cite Fresher Content,” 2025. Across 16.975 million cited URLs, AI-assistant citations skewed newer than organic results on average, while Google AI Overviews did not. Treat recency as an observational signal, not a causal score.
- Foglift product surface (pricing, AI engine coverage, MCP, CLI, AI Traffic Sensor) verified against the live homepage and /pricing on 2026-09-20.
Last updated September 20, 2026. Spot a stale data point? Tell us.