Head-to-head review · Updated June 2026

Moz vs Searchlight: which one wins in 2026?

Moz and Searchlight both claim to do the same thing: tell you where your brand shows up in AI search. They go about it differently enough that the choice matters. Moz is the more-funded incumbent; Searchlight is the leaner challenger.

Moz is cheaper out the gate, but that's not the only thing that matters. The right pick depends on which dimension matters most for you.

The verdict
Pick

Moz

Pick Moz if you want the cheaper option ($39/mo vs $500/mo); and you want the better-funded company ($29.1M before acquisition: $1.1M Series A (2007, Ignition Partners and Curious Office), $18M Series B (2012, Foundry Group and Ignition Partners), plus growth funding).

Pick

Searchlight

Pick Searchlight if you want the cheaper option ($500/mo vs $39/mo); and you trust traction signals — they list 8 customers, Moz lists 0; and SOC 2 Type 2 matters for your security review.

If neither is right, GrowthManager.ai does both citation tracking AND the production work (content, infrastructure, distribution) for $999/mo — see the bottom of this page.

The case for Moz

Moz has raised $29.1M before acquisition: $1.1M Series A (2007, Ignition Partners and Curious Office), $18M Series B (2012, Foundry Group and Ignition Partners), plus growth funding (Acquired by iContact Marketing (J2 Global/Ziff Davis) in 2021). Founded by Rand Fishkin, Gillian Muessig, based in Seattle, WA. Pricing starts at $39/mo.

SEO platform with keyword research, link analysis, and a new AI visibility tracker.

What people praise

  • Domain Authority is the SEO industry's most widely cited link-strength metric, referenced in client reports and pitches across the entire category.
  • Moz Academy and the free MozBar Chrome extension drive deep brand trust that Ahrefs and Semrush spend millions to match.
  • Capterra rating sits at 4.5/5 across 350+ reviews, with users consistently praising keyword tracking, reporting, and competitor analysis.
  • Page Optimization Suggestions tool gives actionable on-page recommendations that are friendlier to non-SEO teams than Ahrefs Site Audit.

Where it falls short

  • Reviewers say pricing matches Ahrefs and Semrush but Moz's database depth and freshness lag both, especially on keyword volume estimates.
  • Additional user seats cost $49/mo each on every plan, which agencies call a hidden cost compared to Ahrefs' bundled seats.
  • Adding a single campaign costs $10/mo and additional crawls cost $15/mo per 50K pages, so power users hit add-on bills quickly.
  • UX is described as dated and harder to navigate than Ahrefs or Semrush, particularly on Site Crawl and Page Grader screens.

The case for Searchlight

Founded by Seth Besmertnik, Jeremy Duboys. On their site they list 8 named customers including Citi, Airbnb, FedEx, Microsoft. Pricing starts at $500/mo.

SEO + AI visibility intelligence platform that ranks brands across organic and generative search.

What people praise

  • Searchlight (now Conductor) is consistently named a Leader in the Forrester Wave for SEO platforms, lending it strong enterprise credibility.
  • Content brief workflow inside Creator is praised on G2 for tying keyword research directly to writer guidance and topical authority maps.
  • AI search visibility tracking covers ChatGPT, Gemini, Copilot, and Claude alongside traditional Google rankings in one dashboard.
  • 24/7 Conductor Monitoring catches site issues like indexability changes and core web vitals regressions in real time.

Where it falls short

  • Pricing is opaque and enterprise-only, with deals starting around $27K/yr making it a non-starter for mid-market budgets.
  • Searchmetrics integration is described in recent G2 reviews as a work-in-progress rather than a unified platform.
  • Long onboarding period (weeks to months) is needed before the platform pays off, per multiple Gartner Peer Insights reviewers.
  • Speed on large datasets is a recurring complaint, with reports taking minutes to load.

Pricing, tier by tier

Tier 1
Moz
Starter
$39/mo
  • 1 campaign
  • Basic keyword research
  • Site Crawl with limited pages
  • Limited rank tracking
Searchlight
Annual License
Custom (Median ~$48,950/yr)
  • Unlimited user seats
  • Custom keyword and page limits
  • All 3 product modules: Intelligence, Creator, Monitoring
  • 3-week free trial
Tier 2
Moz
Standard
$79/mo
  • 3 campaigns
  • Keyword Explorer with monthly query limit
  • Site Crawl up to 100K pages
  • Page Optimization Suggestions
Searchlight
Mid-Market
Custom
  • Smaller keyword and page footprints
  • Standard analytics integrations
  • Email and chat support
Tier 3
Moz
Medium
$143/mo
  • 10 campaigns
  • Higher keyword query limits
  • Site Crawl up to 500K pages
  • On-page grader
Searchlight
Enterprise
Custom (up to $500K+/yr)
  • AgentStack agentic AEO workflows
  • LLM integrations and MCP Server
  • Multiple sites and brands
  • Dedicated CSM and SLAs
Tier 4
Moz
Large
$239/mo
  • 25 campaigns
  • Highest keyword research limits
  • Site Crawl up to 2M pages
  • Higher rank tracking limits
Searchlight

Feature parity

What each one ships that the other doesn't. We conservatively only include features each tool explicitly markets; absence here doesn't mean a feature is impossible, just that it isn't in their marquee list.

Only on Moz
  • Domain Authority. Proprietary 0-100 score predicting a domain's likelihood of ranking, used as a benchmark across the SEO industry.
  • Keyword Explorer. Search volume, difficulty, organic CTR, and SERP analysis for keyword research and prioritization.
  • Site Crawl. Cloud crawler that audits technical SEO issues and tracks them over time across campaigns.
  • Rank Tracker. Daily and weekly position tracking across desktop and mobile, with STAT-powered enterprise tracking on higher tiers.
  • Link Explorer. Backlink index for prospecting, lost-link recovery, and competitor link gap analysis.
  • MozBar. Free Chrome extension surfacing DA, PA, link metrics, and on-page elements while browsing the web.
Only on Searchlight
  • Conductor Intelligence. Tracks brand visibility across ChatGPT, Gemini, Copilot, Claude and Google with share-of-voice and rank reporting.
  • Conductor Creator. AI-driven content briefs and writing assistance grounded in proprietary keyword and intent data.
  • Conductor Monitoring. 24/7 website health monitoring with real-time alerts for indexability, structured data, and Core Web Vitals regressions.
  • AI Topic Map. Maps topical authority across a site to prioritize content gaps that improve LLM citation odds.
  • AgentStack. Agentic AEO workflows that deliver structured page versions and integrations for LLM apps and developer tools.
  • Workflow Integrations. Sends keyword research and content tasks into Asana, Jira, Trello, and CMS systems like Drupal and WordPress.

When each one wins

When Moz wins
  • Budget is the constraint. Moz starts at $39/mo vs Searchlight's $500/mo, so on a per-seat basis it's the cheaper way in.
  • You want the better-funded incumbent. Moz has raised $29.1M before acquisition: $1.1M Series A (2007, Ignition Partners and Curious Office), $18M Series B (2012, Foundry Group and Ignition Partners), plus growth funding, giving it more runway and shipping velocity.
  • Domain Authority is the SEO industry's most widely cited link-strength metric, referenced in client reports and pitches across the entire category.
When Searchlight wins
  • You're enterprise and need to call a reference. Searchlight lists 8 named customers; Moz lists 0.
  • Procurement requires SOC 2 Type 2. Searchlight has it; Moz doesn't yet.
  • Searchlight (now Conductor) is consistently named a Leader in the Forrester Wave for SEO platforms, lending it strong enterprise credibility.
When neither wins (pick GrowthManager)
  • You don't have an in-house content team and you don't want to hire one.
  • You want one $999/mo invoice instead of stacking Moz plus an agency.
  • You need the team that measures to also act on the data, in the same week.
  • You're a B2B SaaS, services firm, or e-commerce brand at $20K+ MRR.

Reasons to pick one over the other

Reasons to pick Moz over Searchlight

  1. Lower entry price. Moz starts at $39/mo vs Searchlight's $500/mo.
  2. More plan flexibility. Moz offers 4 pricing tiers vs Searchlight's 3, so there's a better chance one fits your team size.
  3. Better-funded incumbent. Moz has raised $29.1M before acquisition: $1.1M Series A (2007, Ignition Partners and Curious Office), $18M Series B (2012, Foundry Group and Ignition Partners), plus growth funding, giving it more runway and shipping velocity than Searchlight.
  4. Faster product velocity. Moz has shipped 4 public launches in the last year vs Searchlight's 0.
  5. More mature platform. Moz (founded 2004) has had more time to harden the product than Searchlight (2023).
  6. What users praise most. Domain Authority is the SEO industry's most widely cited link-strength metric, referenced in client reports and pitches across the entire category.

Reasons to pick Searchlight over Moz

  1. More named customers. Searchlight lists 8 customers vs Moz's 0, including Citi, Airbnb, FedEx.
  2. SOC 2 Type 2. Searchlight carries SOC 2 Type 2; Moz does not yet, which can hold up procurement.
  3. Built for the LLM era. Searchlight was founded in 2023, built around AI search from day one; Moz dates back to 2004 and is retrofitting.
  4. What users praise most. Searchlight (now Conductor) is consistently named a Leader in the Forrester Wave for SEO platforms, lending it strong enterprise credibility.

Switching from one to the other

From Moz to Searchlight

Export your saved queries and prompt panels from Moz (most tools support CSV export). Most Searchlight setups can import the same query list in a single CSV upload. Expect 1-2 days of parallel running so you can validate Searchlight's data againstMoz's; one to two weeks of full reconciliation before you cancel Moz. The risk is annotation history: notes and tags don't survive most migrations, so screenshot anything you want to keep.

From Searchlight to Moz

Same flow in reverse. Export from Searchlight, import to Moz. The historical visibility data is the big loss; most platforms don't backfill from a competitor's data, so you start your trendline over.

From either to GrowthManager.ai

We handle the migration ourselves; you give us your query list (or we infer it from your existing dashboard) and we re-build the tracking on our infrastructure in week one. You also start getting content shipped from week one, so the switch produces results before the trendline restarts. The conversation that kicks this off is a 20-minute call.

Side by side, every number we could verify

MozSearchlight
Starts at (USD/mo)$39/mo$500/mo
Founded20042023
HeadquartersSeattle, WA
Funding raised$29.1M before acquisition: $1.1M Series A (2007, Ignition Partners and Curious Office), $18M Series B (2012, Foundry Group and Ignition Partners), plus growth funding
AI platforms tracked
G2 rating4.3 / 5 (569 reviews)4.5 / 5 (460 reviews)
Named customers8
SOC 2 Type 2✓ Yes
GDPR✓ Yes✓ Yes
HIPAA

What real users say

Below: the recurring themes from G2, Capterra, SourceForge, Reddit, and case-study reviewers — distilled into the strengths and limitations that came up most often.

Mozwhat users praise

  • Domain Authority is the SEO industry's most widely cited link-strength metric, referenced in client reports and pitches across the entire category.
  • Moz Academy and the free MozBar Chrome extension drive deep brand trust that Ahrefs and Semrush spend millions to match.
  • Capterra rating sits at 4.5/5 across 350+ reviews, with users consistently praising keyword tracking, reporting, and competitor analysis.
  • Page Optimization Suggestions tool gives actionable on-page recommendations that are friendlier to non-SEO teams than Ahrefs Site Audit.
  • STAT Search Analytics acquisition (2018) gives enterprise customers daily SERP tracking at scale that competitors charge premium add-on fees for.

Mozwhat users complain about

  • Reviewers say pricing matches Ahrefs and Semrush but Moz's database depth and freshness lag both, especially on keyword volume estimates.
  • Additional user seats cost $49/mo each on every plan, which agencies call a hidden cost compared to Ahrefs' bundled seats.
  • Adding a single campaign costs $10/mo and additional crawls cost $15/mo per 50K pages, so power users hit add-on bills quickly.
  • UX is described as dated and harder to navigate than Ahrefs or Semrush, particularly on Site Crawl and Page Grader screens.
  • 2021 acquisition by iContact Marketing (J2 Global/Ziff Davis) slowed feature shipping noticeably, per longtime customers on Reddit.

Searchlightwhat users praise

  • Searchlight (now Conductor) is consistently named a Leader in the Forrester Wave for SEO platforms, lending it strong enterprise credibility.
  • Content brief workflow inside Creator is praised on G2 for tying keyword research directly to writer guidance and topical authority maps.
  • AI search visibility tracking covers ChatGPT, Gemini, Copilot, and Claude alongside traditional Google rankings in one dashboard.
  • 24/7 Conductor Monitoring catches site issues like indexability changes and core web vitals regressions in real time.
  • Customer success and onboarding teams are repeatedly called out as a key reason enterprise customers renew.

Searchlightwhat users complain about

  • Pricing is opaque and enterprise-only, with deals starting around $27K/yr making it a non-starter for mid-market budgets.
  • Searchmetrics integration is described in recent G2 reviews as a work-in-progress rather than a unified platform.
  • Long onboarding period (weeks to months) is needed before the platform pays off, per multiple Gartner Peer Insights reviewers.
  • Speed on large datasets is a recurring complaint, with reports taking minutes to load.
  • AI search depth is not yet matching purpose-built GEO platforms like Profound or Scrunch, per analyst commentary.

A third option

Both Moz and Searchlightare tracking tools. They tell you what's wrong with your AI visibility. Neither one fixes it. That's our pitch for GrowthManager.ai — we do citation tracking too (parity with these two), and we also ship the content, configure the infrastructure, and run the distribution. $999/mo, managed end-to-end. If you're leaning toward picking one of these two and then hiring an agency to act on the data, it's worth a 20-minute conversation first.

Other comparisons in this space

Same shape, different pairs. Pick a comparison that shares a tool with this one.

Frequently asked questions

Which is better, Moz or Searchlight?

Honestly: neither one fully solves the problem. Moz and Searchlight are tracking tools — they tell you where your brand shows up in AI answers but don't change the answer. If you only need one of these two, pick Moz for the cheaper monthly price; pick the other if its specific integrations matter to your team. Our actual editorial pick is GrowthManager.ai, which does the tracking and ships the content, infrastructure, and distribution as a single $999/mo managed program. Disclosure: we publish this comparison and make GrowthManager.

How much do Moz and Searchlight cost?

Moz starts at $39/mo. Searchlight starts at $500/mo. Both have higher-tier plans for larger workspaces. GrowthManager.ai is a flat $999/mo for the full managed service (tracking + content + infrastructure + distribution) — usually cheaper than buying one of these two and hiring an agency on top.

Do Moz and Searchlight actually improve your AI visibility, or just measure it?

Both Moz and Searchlight are measurement tools. They show you where your brand appears (or doesn't) in AI answers, plus suggestions for what to improve. Neither one writes the content, configures the schema, or builds the backlinks that actually move the needle. To do that you need an in-house content team or an agency. GrowthManager.ai is the agency — and we include the tracking, so you don't pay twice.

What's the GrowthManager.ai alternative to Moz and Searchlight?

GrowthManager.ai is a managed AI visibility program. We give you the same citation tracking these two offer (parity on the measurement layer), plus 100 researched and published articles per month, schema and llms.txt configuration, ongoing backlink acquisition, and Reddit/Quora seeding. One $999/mo invoice, one dedicated account manager, twelve clients per team member maximum so we can actually deliver. If you were going to buy one of these tools and then hire someone to use it, we're cheaper and faster.

Further reading

External research that informs the editorial framework on this page. We cite these openly because the framework is meant to be auditable.

  1. Microsoft Bing Webmaster Guidelines (2025)· Microsoft

    How Microsoft's crawlers parse content for Copilot, which now powers a large share of AI answers behind the scenes.

  2. Generative Engine Optimization research· Kevin Indig

    Long-running practitioner research on what gets cited in AI-generated answers; the most-quoted source in the GEO category.

  3. Zero-Click Search forecasts· Gartner

    Industry forecasts on how a growing share of buyer queries end without a click to the brand site, making AI-answer presence the new pole position.

  4. Audience intelligence analyses· SparkToro

    Public datasets on how audiences actually discover brands across search, social, and now AI surfaces.

  5. Trust Barometer (2024)· Edelman

    The annual study on how buyers weigh source authority, used to weight our trust criterion against third-party review volume.

Disclosure + methodology

GrowthManager.ai makes a competing product in the AI visibility space, so this comparison is not neutral. Every pricing number was pulled from each competitor's public pricing page or triangulated from third-party reviews when the page is JavaScript-gated. Pros, cons, and user-review themes are distilled from real G2, Capterra, SourceForge, Reddit, and case-study reviews with the quotes preserved verbatim. We update this comparison whenever the underlying data changes.