Pick
Lumar
Lumar is the right pick if your team prefers their approach and pricing fits.
Head-to-head review · Updated June 2026
Lumar vs Perplexity: which one wins in 2026?
Lumar and Perplexity 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. Lumar has raised $37.6M, Perplexity has raised $1B+; Perplexity is the more-funded incumbent; Lumar is the leaner challenger.
The pricing is comparable, so the choice comes down to coverage and trust signals.
The verdict
★ Our pick
Pick
Perplexity
Pick Perplexity if you trust traction signals — they list 10 customers, Lumar lists 7; and you want the better-funded company ($1B+).
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 Lumar
Lumar has raised $37.6M (Series B (Aug 2022)). Founded by Michal Magdziarz, Matt Jones, based in London, UK. On their site they list 7 named customers including Adobe, Deloitte, Motley Fool, Comcast. Pricing starts at Custom.
Enterprise website intelligence platform (formerly DeepCrawl).
What people praise
- Handles very large sites (millions of URLs) where desktop crawlers like Screaming Frog hit resource limits
- Renders JavaScript pages to capture client-side content, critical for modern stacks
- Protect app runs SEO QA in CI/CD pipelines to catch noindex or blocked resource regressions before launch
- Visual dashboards are clearer than Excel exports from competing crawlers and prioritize fixes by impact
Where it falls short
- Pricing is entirely custom, no public tiers, and reviewers consistently call it expensive vs competitors
- Steep learning curve, the UI is described as overwhelming and very technical for non-SEO users
- No competitor data inside the product, you cannot benchmark against rival domains
- Crawls can be slow on very large sites because of the depth of analysis
The case for Perplexity
Perplexity has raised $1B+ ($100M extension at $18B valuation, 2025). Founded by Aravind Srinivas, Denis Yarats, Johnny Ho, Andy Konwinski, based in San Francisco, CA. On their site they list 10 named customers including Stripe, NVIDIA, Databricks, Zoom. Pricing starts at $0/mo.
Answer engine that cites its sources — both a target platform and a search competitor.
What people praise
- Every answer ships with inline source citations, which is the headline reason researchers and analysts switch from ChatGPT.
- Multi-model access in one subscription , paying Pro users can run the same query against Claude, GPT, Gemini, and Sonar without separate accounts.
- Deep Research mode produces multi-step, multi-source reports that reviewers say outperform ChatGPT's equivalent on factual breadth.
- Sonar API offers a developer-friendly real-time search endpoint with a much lower price than rolling your own RAG stack.
Where it falls short
- Columbia Journalism Review measured a 37% citation error rate, mostly misattribution where the underlying fact was right but pointed to the wrong source.
- Pro tier can produce more confidently wrong answers than Free because heavier models phrase mistakes with more authority.
- Writing quality is weak compared to Claude or ChatGPT , Perplexity is built for retrieval, not long-form drafting.
- No native PDF or document export, forcing users to copy-paste or screenshot answers.
Pricing, tier by tier
Tier 1
Lumar
Custom (modular)
Custom
- Lumar Analyze, Monitor, Protect and Impact apps available individually
- Technical SEO, GEO/AEO, site speed, accessibility and custom analytics metrics
- Pricing scales with URL volume crawled (estimated $2,667/mo for 5M URLs)
- Professional services and enterprise support
Perplexity
Free
$0/mo
- Unlimited quick searches
- Limited Pro searches per day
- Up to 3 Spaces
- Comet browser access
Tier 2
Lumar
—
—
Perplexity
Pro
$20/mo
- 300+ Pro searches per day
- Choice of frontier models including Claude, GPT, and Gemini
- Unlimited file uploads
- Deep Research mode
Tier 3
Lumar
—
—
Perplexity
Max
$200/mo
- Unlimited Pro searches
- Early access to Comet agent features
- Higher Deep Research and Labs limits
- Priority access during peak usage
Tier 4
Lumar
—
—
Perplexity
Enterprise Pro
$40/seat/mo
- SOC 2 controls and SSO
- User and data management
- Internal knowledge connectors
- Shared Enterprise Spaces
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 Lumar
- Analyze. Crawls websites at scale with 250+ built-in reports plus custom data extraction
- Monitor. Continuous tracking across multiple domains with customizable dashboards and threshold alerts
- Protect. Automated SEO QA tests wired into CI/CD pipelines, catches regressions pre-launch
- Impact. Stakeholder reporting with industry benchmarking and commercial impact prioritization
- GEO/AEO metrics. Tracks how AI search engines surface and cite your site
- WCAG 2.2 accessibility audits. Levels A, AA and AAA compliance checking integrated into the crawl
Only on Perplexity
- Cited Answers. Every answer includes inline source links so users can verify each claim against the underlying article.
- Deep Research. Multi-step research mode that runs dozens of searches and synthesizes a long-form report with citations.
- Spaces. Persistent topic-based collections of files and conversations that share context across sessions.
- Comet Browser. Chromium-based AI browser that synthesizes information across open tabs and automates research tasks.
- Sonar API. Real-time search API for developers to add cited AI answers to their own products.
- Pages. Generates structured, citation-backed reports from a single prompt that can be shared as standalone pages.
When each one wins
When Lumar wins
- Handles very large sites (millions of URLs) where desktop crawlers like Screaming Frog hit resource limits
When Perplexity wins
- Budget is the constraint. Perplexity starts at $0/mo vs Lumar's $∞/mo, so on a per-seat basis it's the cheaper way in.
- You're enterprise and need to call a reference. Perplexity lists 10 named customers; Lumar lists 7.
- You want the better-funded incumbent. Perplexity has raised $1B+, giving it more runway and shipping velocity.
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 Lumar 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 Lumar over Perplexity
- More verified reviews. Lumar has 101 G2 reviews vs Perplexity's 47, so the average rating carries more weight.
- More mature platform. Lumar (founded 2010) has had more time to harden the product than Perplexity (2022).
- What users praise most. Handles very large sites (millions of URLs) where desktop crawlers like Screaming Frog hit resource limits
- EU data residency. Lumar is HQ'd in London, UK, which simplifies GDPR data-processor agreements for European buyers.
Reasons to pick Perplexity over Lumar
- Lower entry price. Perplexity publishes a clear entry tier at $0/mo; Lumar gates pricing.
- More plan flexibility. Perplexity offers 4 pricing tiers vs Lumar's 1, so there's a better chance one fits your team size.
- Better-funded incumbent. Perplexity has raised $1B+, giving it more runway and shipping velocity than Lumar ($37.6M).
- More named customers. Perplexity lists 10 customers vs Lumar's 7, including Stripe, NVIDIA, Databricks.
- Faster product velocity. Perplexity has shipped 8 public launches in the last year vs Lumar's 5.
- Built for the LLM era. Perplexity was founded in 2022, built around AI search from day one; Lumar dates back to 2010 and is retrofitting.
- What users praise most. Every answer ships with inline source citations, which is the headline reason researchers and analysts switch from ChatGPT.
Switching from one to the other
From Lumar to Perplexity
Export your saved queries and prompt panels from Lumar (most tools support CSV export). Most Perplexity setups can import the same query list in a single CSV upload. Expect 1-2 days of parallel running so you can validate Perplexity's data againstLumar's; one to two weeks of full reconciliation before you cancel Lumar. The risk is annotation history: notes and tags don't survive most migrations, so screenshot anything you want to keep.
From Perplexity to Lumar
Same flow in reverse. Export from Perplexity, import to Lumar. 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
| Lumar | Perplexity | |
|---|---|---|
| Starts at (USD/mo) | Custom | $0/mo |
| Founded | 2010 | 2022 |
| Headquarters | London, UK | San Francisco, CA |
| Funding raised | $37.6M | $1B+ |
| AI platforms tracked | — | — |
| G2 rating | 4.6 / 5 (101 reviews) | 4.7 / 5 (47 reviews) |
| Named customers | 7 | 10 |
| SOC 2 Type 2 | ✓ Yes | ✓ 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.
Lumar — what users praise
- Handles very large sites (millions of URLs) where desktop crawlers like Screaming Frog hit resource limits
- Renders JavaScript pages to capture client-side content, critical for modern stacks
- Protect app runs SEO QA in CI/CD pipelines to catch noindex or blocked resource regressions before launch
- Visual dashboards are clearer than Excel exports from competing crawlers and prioritize fixes by impact
- Official Looker Studio and BigQuery connectors let you blend crawl data with revenue or product data
Lumar — what users complain about
- Pricing is entirely custom, no public tiers, and reviewers consistently call it expensive vs competitors
- Steep learning curve, the UI is described as overwhelming and very technical for non-SEO users
- No competitor data inside the product, you cannot benchmark against rival domains
- Crawls can be slow on very large sites because of the depth of analysis
- Limited live chat support, most help is async or via account manager
Perplexity — what users praise
- Every answer ships with inline source citations, which is the headline reason researchers and analysts switch from ChatGPT.
- Multi-model access in one subscription , paying Pro users can run the same query against Claude, GPT, Gemini, and Sonar without separate accounts.
- Deep Research mode produces multi-step, multi-source reports that reviewers say outperform ChatGPT's equivalent on factual breadth.
- Sonar API offers a developer-friendly real-time search endpoint with a much lower price than rolling your own RAG stack.
- Comet browser synthesizes information across all open tabs in one query, which reviewers describe as a real workflow upgrade for research-heavy roles.
Perplexity — what users complain about
- Columbia Journalism Review measured a 37% citation error rate, mostly misattribution where the underlying fact was right but pointed to the wrong source.
- Pro tier can produce more confidently wrong answers than Free because heavier models phrase mistakes with more authority.
- Writing quality is weak compared to Claude or ChatGPT , Perplexity is built for retrieval, not long-form drafting.
- No native PDF or document export, forcing users to copy-paste or screenshot answers.
- Trustpilot has many one-star reviews about billing problems, auto-renewal surprises, and slow customer support.
A third option
Both Lumar and Perplexityare 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, Lumar or Perplexity?
Honestly: neither one fully solves the problem. Lumar and Perplexity 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 Lumar 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 Lumar and Perplexity cost?
Lumar starts at Custom. Perplexity starts at $0/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 Lumar and Perplexity actually improve your AI visibility, or just measure it?
Both Lumar and Perplexity 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 Lumar and Perplexity?
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.
- 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.
- 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.
- 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.
- Audience intelligence analyses· SparkToro
Public datasets on how audiences actually discover brands across search, social, and now AI surfaces.
- 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.