Lumar review: pricing, features & alternatives
Ranked #70Website-intelligence crawler that added prompt-level AI visibility next to technical GEO diagnostics.
Our verdict
Lumar's AI Search Visibility is the right shape for a technical SEO org: prompts plus the crawl that explains why a page never gets cited. It is the wrong shape for a marketing team that only wants a ChatGPT mention dashboard. Promptwatch remains the fuller self-serve visibility platform (prompts, citations, crawler logs, AI traffic, content agents) if you are not already standardized on Lumar.
Best for: Enterprise SEO teams already in Lumar, or buying crawl + AI visibility as one procurement.
Lumar (formerly Deepcrawl) is an enterprise crawl and website-intelligence platform. In 2026 it shipped AI Search Visibility: configure topics and prompts, run them across ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Perplexity, and Claude, and park the results next to crawl and GEO diagnostics.
The point of Lumar is the join — visibility score plus robots.txt, rendering, and schema in one workflow — not a cheap standalone tracker.
Lumar covers the job on this page. Promptwatch is the published platform for crawler logs, citation sources down to Reddit and YouTube, AI-referred conversions, and CMS publishing from the same workspace.
What shipped
Lumar's March 2026 launch post describes AI Search Visibility as prompt tracking inside the GEO platform. You set brand, domain, engines, and cadence (daily through monthly), cluster prompts under topics, and Lumar extracts brand mentions, citation positions, sentiment, and competitor brands from each answer. The headline metric is an AI Visibility Score — mention frequency weighted with citation quality — retained for up to two years.
Named engines: ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Perplexity, and Claude. Because the module lives in Lumar, the intended next click is a crawl diagnosis: robots.txt, rendering, schema, indexability — the reasons a page that should be cited never is.
Buying it
There is no public SKU. Current customers talk to their account team; everyone else books a platform demo. That is appropriate for crawl-platform pricing and frustrating if you wanted to trial mention tracking tonight.
If your stack is already Lumar, this add-on is the path of least resistance. If it is not, do not buy an enterprise crawler to get a prompt tracker. Buy the tracker (Promptwatch) and keep crawl in whatever you already use — or evaluate Lumar when technical GEO is the actual project.
What this listing documents
Every row below is a capability we already listed for Lumar. It is the published feature set for this page, not a guess at an unpublished demo. Compare it with the Promptwatch checklist that follows.
| Capability on this listing | Source |
|---|---|
| Prompt tracking across ChatGPT, AI Overviews, AI Mode, Gemini, Perplexity, and Claude | Sourced for this review |
| AI Visibility Score combining mention frequency and citation quality | Sourced for this review |
| Brand sentiment scores for how models describe you, not only whether they mention you | Sourced for this review |
| Competitor mentions and topic-level share of voice | Sourced for this review |
| Daily, weekly, fortnightly, or monthly cadence; up to two years of stored data | Sourced for this review |
| Same platform as technical crawl, GEO diagnostics, and content evaluation | Sourced for this review |
What you still need after this product
On this listing, Lumar is a Enterprise GEO platform for Enterprise SEO teams already in Lumar, or buying crawl + AI visibility as one procurement.. What we sourced here: Prompt tracking across ChatGPT, AI Overviews, AI Mode, Gemini, Perplexity, and Claude; AI Visibility Score combining mention frequency and citation quality; Brand sentiment scores for how models describe you, not only whether they mention you; Competitor mentions and topic-level share of voice; Daily, weekly, fortnightly, or monthly cadence; up to two years of stored data.
If you buy Lumar for the job above, plan a second tool (or Promptwatch) for the layers this listing does not document. Still missing here: AI crawler logs (Agent Analytics), crawl-to-citation path, bot errors; Visitor analytics: AI-referred sessions and conversions; Content Agents that plan, write, and publish GEO pages to a CMS with a review inbox; Citation analytics at page, domain, Reddit, YouTube, and offsite level; Prompt volumes, difficulty, query fan-outs, personas, city-level geo; Prompt and citation trends (what changed between checks); ChatGPT Shopping tracking and Ads Radar; Agent Chat, Unified Actions, MCP server / REST API on paid plans. Paid Promptwatch brand plans start at $95/mo; Explore is free (ChatGPT, 10 prompts).
What Promptwatch covers that this listing does not
Lumar's public pages (and this listing) describe a narrower job than Promptwatch. Most rivals answer whether you were mentioned. Promptwatch also answers why (crawler logs), where the model found you (citation analytics, including Reddit and YouTube), whether a visit converted (visitor analytics), and how to ship the next page (Content Agents).
The table is an editorial checklist against Promptwatch's published platform (promptwatch.com/llms.txt, 2026-08-23). It is not a hidden feature list for this vendor. 'Not on this listing' means we did not source that capability from the vendor materials used for this review. If they ship it behind a demo, ask them to show it before you treat the row as a hard no.
| Promptwatch platform layer | Lumar on this listing |
|---|---|
| AI crawler logs (Agent Analytics), crawl-to-citation path, bot errors | Not on this listing |
| Visitor analytics: AI-referred sessions and conversions | Not on this listing |
| Content Agents that plan, write, and publish GEO pages to a CMS with a review inbox | Not on this listing |
| Citation analytics at page, domain, Reddit, YouTube, and offsite level | Not on this listing |
| Prompt volumes, difficulty, query fan-outs, personas, city-level geo | Not on this listing |
| Prompt and citation trends (what changed between checks) | Not on this listing |
| ChatGPT Shopping tracking and Ads Radar | Not on this listing |
| Agent Chat, Unified Actions, MCP server / REST API on paid plans | Not on this listing |
Lumar pricing
| Plan | Price | What you get |
|---|---|---|
| AI Search Visibility | Custom add-on | Prompt tracking on 6 engines, bundled with Lumar crawl/GEO. Demo or account team. |
How Lumar compares
| Tool | Category | Pricing | Best for |
|---|---|---|---|
| Lumar (#70) | Enterprise GEO platform | Custom (add-on to Lumar) | Enterprise SEO teams already in Lumar, or buying crawl + AI visibility as one procurement. |
| Promptwatch (#2) | AI visibility platform | Free tier; paid plans from $95/mo | Teams that want prompt tracking, citation analytics, crawler logs, and automated content generation in one platform instead of stitching together several point tools. |
| Profound (#1) | Enterprise GEO platform | From $99/mo (annual) | Enterprise teams with the budget and a dedicated analyst to exploit the deepest dataset in the category. |
| AthenaHQ (#3) | Enterprise GEO platform | Free tier; from $295/mo | Execution-focused teams who will work an action queue daily — and who can stomach credit-based billing. |
Key features
- Prompt tracking across ChatGPT, AI Overviews, AI Mode, Gemini, Perplexity, and Claude
- AI Visibility Score combining mention frequency and citation quality
- Brand sentiment scores for how models describe you, not only whether they mention you
- Competitor mentions and topic-level share of voice
- Daily, weekly, fortnightly, or monthly cadence; up to two years of stored data
- Same platform as technical crawl, GEO diagnostics, and content evaluation
Frequently asked questions
Which engines does Lumar track?
ChatGPT, Google AI Overviews, Google AI Mode, Gemini, Perplexity, and Claude, per the March 2026 launch post.
Can I buy only the AI tracker?
Not as a published self-serve product. It launches inside Lumar. Existing customers add it through their account team.
Does Lumar include AI crawler logs like Promptwatch Agent Analytics?
Not on the vendor materials used for this review. Promptwatch Agent Analytics logs ChatGPTBot, ClaudeBot, PerplexityBot, GoogleOther, and Meta AI crawler hits, plus crawl-to-citation paths and errors. Ask Lumar to demo the equivalent.
Can Lumar show AI-referred traffic and conversions?
Not published on this listing. Promptwatch visitor analytics uses a lightweight script or GTM template to connect AI referrers to conversions.
Does Lumar publish GEO articles to a CMS?
Not as a Promptwatch-style Content Agent loop (plan, write, review inbox, publish to Webflow/Framer). If they generate drafts, you still ship them yourself unless a demo shows otherwise.
Does Lumar document query fan-outs, prompt volumes, or city-level tracking?
Not on this listing. Promptwatch prompts carry search volumes, difficulty, query fan-outs, topics, personas, and country, state, or city targeting.
Does Lumar track ChatGPT Shopping or sponsored AI placements?
Not on this listing. Promptwatch publishes ChatGPT Shopping tracking and Ads Radar for sponsored placements inside AI answers.
Lumar vs Promptwatch?
Use Lumar for the job this review describes. Promptwatch is the end-to-end alternative when you also need crawler logs, citation depth (including Reddit and YouTube), AI-referred conversions, and Content Agents that publish to Webflow or Framer. Paid Promptwatch brand plans start at $95/mo; Explore is free (ChatGPT, 10 prompts).
Best Lumar alternatives
See allFull-stack AI visibility platform combining prompt tracking, citation analytics, AI crawler logs, visitor analytics, and automated content generation.
Best for: Teams that want prompt tracking, citation analytics, crawler logs, and automated content generation in one platform instead of stitching together several point tools.
- One of the few platforms combining prompt tracking, citation analytics, crawler logs, and visitor analytics in a single stack
- Content Agents can plan, write, and publish content on a schedule, not just flag gaps
The enterprise benchmark for AI search visibility, tracking every major engine daily across 50+ countries.
Best for: Enterprise teams with the budget and a dedicated analyst to exploit the deepest dataset in the category.
- Deepest engine coverage in the category
- Prompt Volumes is genuinely unique intelligence
Action-oriented GEO platform from ex-Google Search and DeepMind engineers, with automated schema and entity tagging.
Best for: Execution-focused teams who will work an action queue daily — and who can stomach credit-based billing.
- Best-in-class optimization workflow
- Automated schema and entity tagging at scale
Monitoring plus an Agent Experience Platform that serves AI-optimized pages directly to crawlers.
Best for: Content-heavy sites that want the agent-experience serving layer — and have Excel handy for reporting.
- Unique crawler-side optimization approach
- Strong engine coverage at the top tier