Promptwatch vs Rankscale: feature-by-feature comparison of credits, crawlers and content (2026)
Promptwatch and Rankscale compared on 30 sourced rows, from engine credits and hourly runs to crawler logs, conversions and publishing, with a 100-prompt price check.
Rankscale and Promptwatch both sell to teams that already know they show up in AI answers and now want to know why, and what to do next. They meter that work in opposite ways. Rankscale sells monthly credits, priced per engine, and puts all 17+ of its engines and hourly scheduling on every plan. Promptwatch sells a fixed allowance of prompts and responses with no per-engine surcharge. From Professional upward it adds the layer underneath the answers: verified crawler logs, conversions and content that gets written and published.
This comparison uses Rankscale's pricing page and homepage as captured on November 6, 2026, and its llms.txt, features list, facts page, Query Fanout page and AI Visits page as read on November 8. Promptwatch's side comes from its own documentation and pricing page, re-checked November 4. Where Rankscale's pages don't mention a feature, we write "Not listed" rather than "no". If you want more than two tools on the grid, our Rankscale alternatives compared feature by feature adds five more.
Quick verdict
Pick Rankscale if you want every engine and hourly runs on a small budget, your site sits behind Cloudflare, and you need shopping and ad analytics without paying for a large plan. Pick Promptwatch if you have to prove why a page is or isn't cited and what that is worth in conversions, if you track personas or cities, or if you want the content fix written and published from the same tool. On the full feature count Promptwatch fills more rows, and the gaps it fills are the ones that turn a visibility number into a decision.
At a glance
| Promptwatch | Rankscale | |
|---|---|---|
| Price | Essential $95/mo, Professional $245, Business $579, Enterprise custom; agency plans $199, $399, $799; annual billing is 12 months for the price of 10 | Essentials €17/mo (yearly only), Pro €99, Pro+ €229, Growth €385, Enterprise €780, Custom plan on quote; yearly saves 15% |
| Entry allowance | Essential: 1 project, 50 prompts, 6,000 responses a month | Essentials: 120 credits, up to 480 answers, 2 brand dashboards. Pro: 1,200 credits, up to 4,800 answers |
| Engines | Every paid plan can track any supported engine, with no per-engine surcharge | 17+ on every plan; each run costs 0.25 to 2 credits depending on the engine |
| Trial | 7-day free trial on all six self-serve plans; free AI Visibility Report | 7-day free Pro trial with limited credits; free website audit tool |
| Seats | Unlimited on every paid plan | Unlimited in team workspaces from Pro; Essentials has no team workspaces |
Full feature comparison
| Feature | Promptwatch | Rankscale |
|---|---|---|
| Tracking | ||
| Engines | Real UI: ChatGPT, AI Overviews, AI Mode, Gemini, Perplexity, Copilot, Alexa, Meta AI. Via API: Claude, DeepSeek, Mistral, Grok and more | 17+, including ChatGPT, AI Mode, AI Overviews, Perplexity, Gemini, Claude, DeepSeek, Copilot, Grok, Mistral, Muse Spark |
| Engine pricing | No per-engine surcharge | Credits per run: 0.25 for ChatGPT, AI Mode, Perplexity, Gemini; 1 for DeepSeek; 2 for Claude |
| Prompt research | Prompt Volumes: volume, difficulty and citation rate | Volume estimates and intent on every plan; difficulty not listed |
| Query fan-outs | Exact sub-queries per model | Every plan, with probed domains and wins and losses; export from Pro |
| Personas | Yes, with stacking and Persona Insights | Not listed |
| Location | Country on every paid plan; state/city and coordinates from Business | Every region at country level; local and map-pack results from Pro; state/city and coordinates not listed |
| Fastest frequency | Daily; every 12, 6 or 1 hours on Business | Hourly on every plan, paid in credits |
| Citations and brand | ||
| Page-level citations | All Citations, URL Positions, Citation Trends | Citations analysis and Sources box analysis of domains and URLs |
| Social citation reports | Reddit, YouTube, LinkedIn, Instagram | Not listed as dedicated reports |
| Offsite unlinked mentions | Ranked as opportunities | Not listed |
| Track a specific URL | Page Tracker, including competitor URLs | Partial: page audits for any URL; ongoing tracking not listed |
| Sentiment and claim narrative | Brand Narrative on every plan | Sentiment from Pro, with keyword themes; claim level not listed |
| Fact checking against your pages | Fact Check, Business and up | Not listed |
| Crawlers and traffic | ||
| AI crawler logs | Agent Analytics from Professional; Cloudflare, CloudFront, Fastly, Vercel, Netlify, Akamai, Google Cloud CDN, custom endpoint, WordPress plugin | AI Visits from Pro; Cloudflare only, daily sync, 30 days imported |
| IP verification, crawl-to-citation, errors | All three | Partial: 404 demand signals; IP verification and crawl-to-citation not listed |
| AI-referred visits and conversions | Own script, GTM template or WordPress plugin, every plan | Partial: GA4 connection (beta); conversions not listed |
| Search Console and Bing | Both, in Search Insights | Search Console (beta); Bing not listed |
| Content and action | ||
| Action queue | Action Board with a weekly Discovery agent | Rankscale Scout recommendations, every plan (beta) |
| In-app agent | Agent Chat on every paid plan | Not listed; MCP lets outside assistants query the data |
| Article generation | AEO articles from Professional (5/mo; Business 10/mo) | No: the facts page says it does not generate text |
| CMS publishing | WordPress, Webflow, Framer; automated Content Agent on Business | Not listed |
| Commerce, integrations and admin | ||
| Shopping tracking | ChatGPT Shopping and Alexa, Business and Enterprise | ChatGPT, AI Mode and Copilot shopping, Pro and up |
| Ads inside AI answers | Ads Radar, Business and every agency plan | Ad analytics, Pro and up; engines not stated |
| MCP server | Every paid plan, 110+ tools | Every plan, with read, write:content and execute scopes |
| REST API | Every paid plan | Pro+ and up, 200 requests a minute per key |
| BI connector | Looker Studio from Professional | Data Studio connector from Pro |
| PDF and scheduled reports | PDF of any dashboard; 10 scheduled reports per brand plan | CSV and Sheets exports from Pro, share links; PDF and scheduled reports not on vendor pages |
| Security | ISO/IEC 27001, GDPR; SSO on Enterprise | SSO on the Custom plan; ISO 27001 and SOC 2 not listed |
| Agency structure | Agency plans with unlimited projects, prompts and seats; white-label on Enterprise | Brand dashboard slots (2 to 100); white-label links from Growth |
| Coding agent visibility | Codex, Claude Code, OpenCode | Not listed |
Sources: Rankscale pricing page and homepage captured November 6, 2026; Rankscale llms.txt, features.md, facts.md, Query Fanout and AI Visits pages read November 8, 2026; Promptwatch llms.txt, ai-agent-instructions and pricing page checked November 4, 2026.
Pricing side by side
Rankscale's pricing page, captured November 6, 2026. Prices shown in euros for a visitor in the Netherlands.
The cards don't compare directly, because one vendor sells credits that depend on the engine and the other sells responses. So take one realistic team: 100 prompts on ChatGPT, Google AI Mode, Perplexity and Gemini, checked daily over a 30-day month, in one country. That is 12,000 AI answers a month.
On Rankscale, those four engines each cost 0.25 credits per run, so one daily pass over 100 prompts uses 100 credits and the month uses 3,000. Pro's 1,200 credits run out on day 12. Pro+ at €229 includes exactly 3,000 credits, which covers the workload with nothing to spare. It also adds the REST API and 5 free prompt researches a month to what Pro includes. Now add Claude for the same 100 prompts. At 2 credits a run that is another 6,000 credits a month, 9,000 in total, which is more than Growth's 5,500. You would be on Enterprise at €780 (12,000 credits) or buying top-ups, which the pricing page sells in-app without listing a price.
The same arithmetic tempers "hourly on every plan". One prompt on those four engines, run every hour, costs 1 credit an hour or 720 credits a month. Pro can afford one such prompt with 480 credits left over. Hourly scheduling is real on Rankscale, but on the lower plans it is for a handful of prompts, not your whole panel.
Promptwatch's pricing page, captured November 6, 2026.
On Promptwatch, Essential stops at 50 prompts, so the same team lands on Professional at $245 a month (Promptwatch lists €205 for euro billing), or $2,450 a year on annual billing. Professional allows 150 prompts and 18,000 responses, which leaves room for 50 more prompts on the same four engines. That plan also includes 25M crawler logs, 1M visitor events, 5 AEO articles, 1,500 Agent Credits and the Looker Studio connector. What it doesn't include is ChatGPT Shopping, Ads Radar, state and city tracking, or runs faster than daily. All four start on Business at $579 a month, with 350 prompts and 42,000 responses.
So at this workload, Rankscale Pro+ at €229 and Promptwatch Professional at €205 sit close together. Rankscale's plan adds shopping and ad analytics. Promptwatch's adds verified crawler logs, conversion tracking and articles. Pick the side whose extras you would actually use.
Where Rankscale wins
Rankscale is cheaper to enter. Essentials costs €17 a month on yearly billing, and Pro at €99 already carries all 17+ engines. Promptwatch Essential is $95 a month (€85), so Rankscale's Pro costs about what Promptwatch charges for its entry plan.
Hourly scheduling is on every Rankscale plan, Essentials included, even if credits limit how many prompts can use it. On Promptwatch, anything faster than daily starts on Business. Shopping analysis across ChatGPT, AI Mode and Copilot and ad analytics both start on Pro at €99. Promptwatch's ChatGPT Shopping and Ads Radar start on Business at $579. If tracking sponsored placements and product carousels is the whole brief, Rankscale gets there for less.
Rankscale's Query Fanout page, captured November 8, 2026.
Query fan-outs come with every plan, with probed domains, wins and losses, and the "appendix" phrases engines add to your prompts. That matches Promptwatch's per-model fan-outs. Page audits are on every plan too, from 10 a month on Essentials to 200 on Growth and Enterprise, and they match Promptwatch's site audit, which is also on every paid plan. The MCP server is on Essentials, with write and execute scopes as well as read.
Rankscale's AI Visits page, captured November 8, 2026.
Crawler data also arrives earlier. AI Visits shows bot visits by category, the top pages bots read and AI 404s from €99 a month. Promptwatch's crawler logs start on Professional at $245. Its Essential plan has no crawler logs and no AEO articles, so be clear about which pair of plans you're comparing.
What Rankscale is missing
Crawler data you can verify and link to citations
AI Visits connects to Cloudflare only, syncs once a day, and gives sampled estimates on busy zones. IP verification of bots and a link from crawl to citation are not listed on Rankscale's pricing or product pages (checked November 2026). In practice a team can see that ClaudeBot visited, but can't confirm the visitor was really ClaudeBot, and can't tell whether the crawled page went on to be cited. Promptwatch's Agent Analytics, from Professional, checks each visit against the operator's published IP ranges, shows a citation rate per page and explains crawl errors. Both tools separate bots that fetch a page while answering a user from the rest of the crawl traffic, and our explainer on AI crawls vs citation crawls covers why that split changes the totals. Promptwatch also takes logs from CloudFront, Fastly, Vercel, Netlify, Akamai, Google Cloud CDN, a custom endpoint or the WordPress plugin, which matters if you aren't on Cloudflare.
Conversions, not only visibility
Rankscale lists a GA4 connection in beta that links visibility to traffic, and no conversion reporting. That leaves the "what did it earn us" question to whoever owns analytics. Promptwatch's Visitor Analytics is on every plan. It counts AI-referred visits and conversions from ChatGPT, Perplexity, Gemini, Claude, Copilot and others through its own script, a GTM template or the WordPress plugin. ChatGPT stopped sending a referrer on October 8, 2026, and a toggle counts utm_source=chatgpt.com visits as ChatGPT again, so that traffic doesn't drop into "direct".
Content that gets written and published
Rankscale's facts page is plain about this: it analyzes output and does not generate text. Its audits give gap analysis and content recommendations, and then someone has to write the page. CMS publishing is not listed. Promptwatch Professional includes 5 AEO articles a month, written from a brief that can pull in Google results, internal links and up to five competitor URLs. Business adds the automated Content Agent with a publishing calendar and a review inbox, publishing to WordPress, Webflow or Framer. Content Refresh suggests diff-style edits to pages you already have.
Personas and location below country level
Personas are not listed for Rankscale, and neither is state, city or coordinate targeting, though Pro does add local and map-pack results. For a brand that sells to different buyers, or a chain with stores, that means one averaged answer per country. Promptwatch has personas with stacking and Persona Insights, state and city tracking on Business and every agency plan, and coordinate targeting from 20 m to 5 km on Business, Agency Scale and Enterprise. ChatGPT, AI Overviews and AI Mode then answer as if asked from that spot.
Promptwatch Local GEO/SEO targeting, from the Promptwatch changelog. Example project data.
Claims, fact checks and offsite mentions
Rankscale scores sentiment from Pro, by brand, topic and model, with positive and negative keyword themes. Claim-level narrative, fact checking and offsite mention opportunities are not listed. Promptwatch's Brand Narrative, on every plan, pulls the individual claims AI makes about you and your competitors out of tracked answers and scores each theme. Fact Check, on Business, Agency Scale and Enterprise, reads your crawled pages to see whether a claim is supported. Offsite mentions list pages that name you without linking, ranked as opportunities.
Reports, an in-app agent and coding agents
Rankscale exports CSV and Sheets from Pro and shares dashboard links on every plan. PDF and scheduled reports aren't on its vendor pages, and there is no in-app agent listed; outside assistants such as Claude query the data through MCP. Promptwatch exports any dashboard as a PDF and includes 10 scheduled reports and 10 scheduled chats per brand plan, with Agent Chat on every paid plan. It also tracks what Codex, Claude Code and OpenCode recommend, which Rankscale doesn't list. That matters for developer-tool and API brands.
Promptwatch model picker, from the Promptwatch changelog. Example project data.
Who should pick which
- Pick Rankscale if you want all 17+ engines and hourly runs for a small prompt set, and your site sits behind Cloudflare.
- Pick Rankscale if shopping and ad analytics are the main brief and the budget is around €99 a month.
- Pick Promptwatch if you need to explain citation changes with verified crawler evidence, which starts on Professional.
- Pick Promptwatch if leadership asks what AI search earned, since conversions are tracked on every plan.
- Pick Promptwatch if you track personas or several cities, or want the content fix written and published from the same tool.
Our verdict
Rankscale is good value for monitoring, and its price for shopping, ads and hourly runs is something Promptwatch doesn't match below Business. Promptwatch wins the feature-by-feature count because it fills the rows Rankscale leaves blank: IP-verified crawl data tied to citations, conversions, personas, sub-country location, claim checking, and content that ships. The row that decides it for most teams is the citation rate per page, because it turns "we aren't cited" into a specific fix. Start the 7-day free trial on Professional, connect your crawler logs, and run your Rankscale prompt list in both tools for a week before you decide.
FAQ
Is Rankscale cheaper than Promptwatch?
At the entry level, yes. Rankscale Essentials is €17 a month on yearly billing and Pro €99, against Promptwatch Essential at $95 (€85). For 100 prompts on four engines checked daily, Rankscale needs Pro+ at €229 and Promptwatch needs Professional at $245 (€205), so the gap closes once the workload is real.
Does Rankscale have crawler logs?
Yes. AI Visits, on Pro and up, connects to Cloudflare with a read-only token, syncs daily and splits bots into live fetches, search crawls and training crawls. IP verification and a crawl-to-citation link are not listed. Promptwatch includes both from Professional.
Can Rankscale write content?
No. Its facts page says Rankscale analyzes AI output but does not generate text or media. Promptwatch writes AEO articles from Professional and publishes them through the Content Agent on Business.