Promptwatch vs Trakkr vs LLM Pulse vs Rankscale: Features Compared

Cheap GEO tools now advertise crawlers, MCP, and "AI traffic." Trakkr, LLM Pulse, and Rankscale each mean something different by those words. Promptwatch publishes the bot names, the citation types, and the CMS path. This is a features piece, not a sticker sort, because a sticker sort in this category produces a table where every cell says "yes" and none of the yeses mean the same thing.

Google AI features remain the Overviews baseline. Everything below sits next to that, not on top of it.

Eight features, four answers

The prompt as an object. Promptwatch attaches volume, difficulty, fan-outs, and personas. Essential supports country targeting, while state and city begin on Professional. Rankscale spends a credit. LLM Pulse Starter is 50 prompts on five engines (no Claude). Trakkr Growth is 50 prompts across eight models daily, then $39 to $99 packs. Only one of those is a prompt system, and a prompt system is the difference between a list of questions and a measured object with metadata that survives the quarter.
Engines you can tick without sales. Promptwatch paid list includes Claude, Grok, DeepSeek, Mistral, Copilot, Overviews, AI Mode. LLM Pulse holds Claude for Enterprise. Rankscale's 17+ engines are real and also why credits swing ~8x. Trakkr's eight daily models are the Growth headline. A long engine list is a feature when the engines are included, and a liability when each one costs a credit you did not budget for.
Citations. Promptwatch: page, domain, Reddit, YouTube, offsite, type, trends. Trakkr's site: sources behind the answer, competitor displacement. LLM Pulse: citations, share of voice, owned-media (YouTube, Reddit, social). Rankscale: competitor visibility, not a citation-type taxonomy. A citation-type taxonomy is what lets you say "we lost Reddit but kept the publisher pages," and without it you can only say "we lost something."
Crawlers. Promptwatch Agent Analytics names ChatGPTBot, ClaudeBot, PerplexityBot, GoogleOther, and Meta, with integrations for major CDN and hosting providers. It begins on Professional for brand accounts and is also available through agency plans with their own allowances. Essential does not include crawler logs. Trakkr Growth includes crawler analytics; docs cover CDN/CMS sources and crawl-cite-click. LLM Pulse and Rankscale: not published. "Not published" is a real answer here, and it is the answer that should keep a crawler claim off a slide.
Traffic that becomes a conversion. Promptwatch: script or GTM. LLM Pulse lists AI traffic analytics. Rankscale's own docs: 4 to 8 week lag, proxy only. Trakkr mocks an AI traffic number; our catalog does not list conversion attribution. A mocked number is not a measured number, and a 4 to 8 week lag is a lag long enough that the campaign that caused the traffic is over by the time you see it.
Cadence. Daily (Promptwatch paid, Trakkr). Weekly unless you pay (LLM Pulse). Credit-timed (Rankscale). Daily is the cadence at which a fix produces a visible result. Weekly is the cadence at which you can confirm the result next week. Credit-timed is the cadence at which you stop checking because you ran out of credits.
Write and publish. Promptwatch Content Agents to Webflow/Framer with a review inbox. Trakkr's site: automations, agent briefs, apply-to-site language. Catalog does not list that CMS inbox. LLM Pulse: GEO Writer. Rankscale: audits whose scores the vendor says to average over 30 days. A 30-day average is an instruction to ignore the noise, which is honest, but it is also an instruction to wait a month before you can read the audit.
Connectors. Promptwatch: MCP, REST API v2, Slack, GSC, Firecrawl, and DataForSEO. Looker Studio begins on Professional for brand accounts and follows agency tier gates. Trakkr: MCP on Growth. LLM Pulse: MCP on every plan, REST at €299. Rankscale: API/white-label at $385.

Money matters because it gates features. Promptwatch Explore is free. Essential is $95 and does not include crawler logs, state and city targeting, or Looker Studio. Professional is $245 and adds those brand features. Agency Kick-off is $199 with unlimited projects and its own 10M crawler-log allowance, while other agency capabilities remain tier-gated. Trakkr is $100 before add-ons, and its trial auto-charges, which is a detail worth knowing before you click the trial button. LLM Pulse lists €49 and €99 annual prices, with higher month-to-month rates. Rankscale lists $20, $99, and $385 tiers.

The honest overlap

Trakkr is the only other product here that is seriously in the crawler business. If your shortlist is "mentions plus bots," it is Promptwatch vs Trakkr, not a four-way. Then Promptwatch still has fan-outs, citation types, conversions, and Framer/Webflow. Trakkr still has the 50-prompt wall and the ChatGPT-empty-vs-GA bug in our catalog. The bug is the kind of thing you only find by running both for a week, and it is the reason a trial is worth the hour.

LLM Pulse is the feature-dense cheap board (shopping, ads tracking, unlimited seats, MCP). Weekly. No named-bot log. If the constraint is weekly euros and a broad feature card, Pulse is the honest answer, and it is honest because it does not pretend to be a crawler product.

Rankscale is an audit hammer. Treat it like Screaming Frog for generative readability, not like a GEO OS. An audit hammer is a useful tool, and it is a different tool from a visibility platform, and the two sit next to each other rather than one replacing the other.

FAQ

Trakkr says crawler analytics is included. Is that Agent Analytics?

It is their crawler workspace. Promptwatch Agent Analytics is a named-bot, listed-CDN, crawl-to-citation-and-error product. Compare them in a trial. Do not assume the words match.

Why put Rankscale in a features comparison?

Because "17 engines" looks like a feature win until you ask about fan-outs, Reddit citations, bots, and PDFs (there is no PDF export).

Default pick?

Promptwatch unless the constraint is weekly euros (Pulse) or a credit audit (Rankscale). Product: promptwatch.com.