Promptwatch vs AirOps: feature-by-feature comparison of a measurement platform and a content engine (2026)
Promptwatch and AirOps compared on 30 sourced rows: engines, prompt limits, crawler logs, traffic, content agents, publishing and pricing, checked in November 2026.
Promptwatch and AirOps approach AI search from opposite ends and meet in the middle. AirOps starts with content production. Its plans are counted in tasks, its agents research, write, publish and refresh pages under a shared Brand Kit, and an Inbox holds the work for human review. An Insights layer sits on top with citation tracking, share of voice and sentiment. Promptwatch starts with measurement. Its plans are counted in prompts and responses, and the product follows a brand from the AI answer to the cited page, the crawler visit and the conversion, with AEO articles and a Content Agent that publishes added on the higher plans.
AirOps's platform page, captured November 8, 2026.
So the overlap is real, and so is the difference in depth. This comparison uses AirOps's pricing page and homepage as captured on November 6, 2026, and its platform page, llms.txt and AI-instructions page as read on November 8. The Promptwatch side comes from its llms.txt, ai-agent-instructions and pricing page, checked November 4. Where AirOps's pages don't mention something, we write "not listed", not "no". If you want more than two tools on the grid, our AirOps alternatives compared feature by feature adds five more.
Quick verdict
Pick AirOps if your bottleneck is producing a lot of on-brand content, your editors depend on Brand Kit rules and pre-publish scoring, and you're fine getting Pro pricing from a sales conversation. Pick Promptwatch if you have to show which pages AI crawls, cites and converts, you want published prices and plan limits before you sign, or you track more than ChatGPT and don't want a call to find out what that costs. For a team that has to defend AI search spend with evidence, Promptwatch is the one we'd trial first.
At a glance
| Promptwatch | AirOps | |
|---|---|---|
| Price | Essential $95/mo, Professional $245, Business $579, Enterprise custom; agency plans $199, $399, $799 | Solo free; Pro and Enterprise prices not shown on the pricing page |
| Entry allowance | Essential: 1 project, 50 prompts, 6,000 responses a month | Solo: 35,000 content tasks a month, 1 Brand Kit, 3 Knowledge Bases; prompt allowance not listed |
| Engines | Every paid plan can track any supported engine | Solo: ChatGPT insights only; Pro: 10+ answer engines |
| Trial | 7-day free trial on all six self-serve plans; free AI Visibility Report | Free Solo plan; "Start for free" shown on Pro too |
| Seats | Unlimited on every paid plan | Solo: single user; Pro and Enterprise: unlimited |
Full feature comparison
| Feature | Promptwatch | AirOps |
|---|---|---|
| Tracking | ||
| Engines | Any supported engine on every paid plan. Real UI: ChatGPT, AI Overviews, AI Mode, Gemini, Perplexity, Copilot, Alexa, Meta AI; via API: Claude, DeepSeek, Mistral, Grok and more | Solo: ChatGPT only. Pro: 10+, naming ChatGPT, Claude, Gemini, Perplexity, AI Overviews, AI Mode |
| Prompt allowance | 50, 150 or 350 prompts on brand plans; unlimited on agency plans | Not listed on Solo or Pro; custom on Enterprise |
| Prompt research | Prompt Volumes: volume, difficulty, citation rate | Partial: priority questions, a 70M-prompt dataset, prompt-volume weights |
| Query fan-outs | Exact sub-queries per model | Not listed |
| Personas | Yes, with stacking and Persona Insights | Yes, Solo and up; not stated whether it applies to tracking |
| Location | Country on every paid plan; state/city on Business and agency plans; coordinates on Business, Agency Scale, Enterprise | Partial: regions and languages personalization; granularity not stated |
| Tracking frequency | Daily; every 12, 6 or 1 hours on Business | Not listed |
| Citations and brand | ||
| Page-level citations | All Citations, URL Positions, Citation Trends | Yes: citation tracking with page and prompt level performance; plan not stated |
| Social citation reports | Reddit, YouTube, LinkedIn, Instagram | Partial: Reddit thread performance, creator citations; partly delivered by AirOps Services |
| Offsite mentions | Unlinked mentions ranked as opportunities | Yes: External Content finds third-party pages and coordinates outreach |
| Track a specific URL | Page Tracker, including competitors' URLs | Partial: pages you create, refresh or publish; competitor URLs not described |
| Sentiment and claim narrative | Brand Narrative on every plan | Partial: sentiment by model, topic, competitor; claim-level view not described |
| Fact checking AI answers | Fact Check, Business and up | Partial: pre-publish claim support on your own drafts |
| Crawlers and traffic | ||
| AI crawler logs | Agent Analytics, Professional and up | Partial: "AI crawler activity" named; method, bots and plan not described |
| IP verification, crawl-to-citation, errors | Yes | Not listed |
| AI-referred visits and conversions | Own script, GTM template or WordPress plugin, every plan | Partial: GA4 data, LLM referrals, feed into a Media Mix Model |
| Search Console and Bing | Both, in Search Insights | Search Console and GA4; Bing not listed |
| Content and action | ||
| Action queue | Action Board with a weekly Discovery agent | Yes: priority questions, triggers, Inbox review |
| Conversational agent | Agent Chat on every paid plan | Partial: data reachable from Claude, ChatGPT and others through MCP; in-app chat not described |
| Content generation | AEO articles from Professional (5/mo; 10 on Business) | Yes: 35,000 tasks on Solo, 100,000 on Pro, with Brand Kit and Knowledge Bases |
| CMS publishing | WordPress, Webflow, Framer; automated Content Agent on Business | WordPress, Webflow, Contentful, Sanity; basic CMS on Solo, full on Pro |
| Site audit | Weekly, 21 checks, 1,500 to 75,000 pages by plan | Partial: pre-publish content scoring; site-wide audit not listed |
| Commerce, integrations and admin | ||
| Shopping tracking | ChatGPT Shopping and Alexa, Business | Not listed |
| Ads inside AI answers | Ads Radar on competitors' ads, Business and agency plans | Partial: runs your own ChatGPT and AI Mode campaigns |
| MCP server | Every paid plan, 110+ tools | Yes; plan not stated |
| REST API | Every paid plan | Not on the pages read; our catalog mentions an "MCP and API connector" |
| BI connector | Looker Studio from Professional | Not listed |
| PDF and scheduled reports | PDF of any dashboard; 10 scheduled reports | Not listed |
| Security | ISO/IEC 27001, GDPR; SSO on Enterprise | Not listed |
| Coding agent visibility | Codex, Claude Code, OpenCode | Not listed |
Sources: AirOps pricing page and homepage captured November 6, 2026; AirOps platform page, llms.txt and AI-instructions page read November 8, 2026; Promptwatch llms.txt, ai-agent-instructions and pricing page checked November 4, 2026.
Pricing side by side
AirOps's pricing page, captured November 6, 2026.
A list-price comparison isn't possible, because AirOps shows a price for only one plan, and that plan is free. So take a realistic team and see what each vendor's public pages let you work out. Assume 100 prompts on four engines (ChatGPT, AI Overviews, Perplexity and Gemini), checked daily in one country. Over a 30-day month that's 12,000 AI responses. The team also wants about ten new articles a month.
On Promptwatch, Essential stops at 50 prompts, so the tracking lands on Professional at $245 a month, or $2,450 a year on annual billing. Professional allows 150 prompts and 18,000 responses, which leaves room for 50 more prompts. It includes 25M crawler logs, 1M visitor events and 1,500 Agent Credits, plus 5 AEO articles. Ten articles a month means either the AEO article add-on on Professional (its price isn't in our sources) or Business at $579, which includes 10 articles, the automated Content Agent, state and city tracking, and runs as often as hourly.
Promptwatch's pricing page, captured November 6, 2026.
On AirOps, Solo's insights are ChatGPT only, so four engines means Pro. Pro's price isn't on the page, and neither Solo nor Pro lists a prompt allowance, so nothing public tells you whether 100 daily prompts fit. The pages also don't say how many tasks one article uses, so the 100,000 tasks on Pro can't be turned into an article count from public sources. The honest result for this team is that the AirOps side can only be priced on a sales call.
The picture changes for two other teams. A solo marketer who only cares about ChatGPT and mostly wants to produce content pays nothing on AirOps Solo, while Promptwatch Essential costs $95 and includes no AEO articles and no crawler logs. And a team whose main job is publishing dozens of pieces a month is the customer AirOps's task model is built for. Promptwatch's AEO articles top out at 50 a month on Professional and 125 on Business with add-ons.
Where AirOps wins
Content operations are deeper. AirOps describes long-running agents that delegate to subagents, triggers that start work when a signal changes, and memory that persists between runs. That goes past Promptwatch's scheduled Content Agent, which plans and publishes on a calendar from a review inbox.
Governance is stronger as well. The Brand Kit applies voice, rules and approved claims across every agent and through the MCP, and pre-publish checks score each draft for readability, claim support, information gain, SEO and AEO. Promptwatch has a Brand Book with tone of voice, a Knowledge Base from Professional, and a "How this content was created" note, but its documentation doesn't describe draft scoring of that kind.
AirOps also does work off your own site. External Content finds third-party pages and publishers, builds the case for a placement, coordinates outreach and measures the lift. AI Ads sets up, bids on and reports your own ChatGPT and Google AI Mode campaigns. Promptwatch ranks offsite mentions as opportunities and tracks competitors' ads with Ads Radar, but it doesn't run outreach or campaigns. Bear in mind that AirOps describes these as platform plus its Services team, without saying which plan covers them.
The CMS list is wider, adding Contentful and Sanity next to WordPress and Webflow. Promptwatch publishes to WordPress, Webflow and Framer. And the free Solo plan, with 35,000 tasks a month, is something Promptwatch doesn't match; its free starting points are the 7-day trial and the free AI Visibility Report. On seats the two are level, since AirOps Pro and every paid Promptwatch plan both have unlimited seats.
What AirOps is missing
Published prices and plan limits
Pro and Enterprise prices aren't shown, and neither is a prompt or response allowance on Solo or Pro. That makes AirOps hard to budget for and hard to compare. A procurement team can't check whether a quote is fair against anything public. Promptwatch publishes all six self-serve prices with project, prompt and response limits, and a 7-day trial on each.
Crawler logs you can check
AirOps names "AI crawler activity" in its measurement, but the pages don't describe how the logs are collected, which bots they cover, or which plan has them. IP verification and a crawl-to-citation link aren't listed. Without those, a team that publishes a page and never sees it cited can't tell whether GPTBot skipped it or read it and preferred a competitor. Promptwatch's Agent Analytics, from Professional ($245/mo), verifies each bot against its operator's published IP ranges, shows a citation rate per page and explains crawl errors. Our explainer on how tools count AI crawls versus citation crawls goes into why that split matters.
Traffic attribution of its own
AirOps reports LLM referrals and traffic from GA4 and can feed a Media Mix Model, but no tracking script of its own is described. GA4 referral data has a known hole: ChatGPT stopped sending a referrer on October 8, 2026. Promptwatch's Visitor Analytics, on every plan, counts AI-referred visits and conversions through its own script, a GTM template or the WordPress plugin, and a toggle counts utm_source=chatgpt.com visits as ChatGPT again.
Query fan-outs and prompt difficulty
Query fan-outs aren't listed on AirOps's pages. AirOps mentions prompt-volume weights and a large prompt dataset, but no per-prompt volume or difficulty score. Fan-outs matter to a content team in particular, because the sub-queries an engine runs before it answers are often the brief for the page you haven't written. Promptwatch shows the exact fan-outs per model behind each response, and Prompt Volumes adds volume, difficulty and citation rate per prompt.
Promptwatch's prompt tracking page, captured November 8, 2026.
Location depth and tracking cadence
AirOps lists "Regions & Languages" personalization without stating whether that means countries, cities or something finer, and no tracking frequency is listed. For a franchise or a brand with stores, a national average hides the cities where you lose. Promptwatch tracks by country on every paid plan, by state and city on Business and agency plans, and pins a monitor to coordinates (20 m to 5 km) on Business, Agency Scale and Enterprise, so ChatGPT, AI Overviews and AI Mode answer as if asked from that spot. Business also runs monitors every 12, 6 or 1 hours.
Promptwatch Local GEO/SEO targeting, from the Promptwatch changelog. Example project data.
Shopping, competitor ads and coding agents
ChatGPT Shopping tracking isn't listed for AirOps. Its AI Ads product runs your own campaigns, but tracking competitors' ads inside answers isn't described. Coding-agent visibility isn't listed either. Promptwatch covers all three: ChatGPT Shopping and Alexa product results on Business, Ads Radar on Business and every agency plan, and what Codex, Claude Code and OpenCode recommend, which matters for developer-tool brands.
Reporting and security paperwork
PDF reports, scheduled reports, a Looker Studio connector and any security certification aren't listed on AirOps's pages. Promptwatch exports any dashboard to PDF, includes 10 scheduled PDF reports on every brand plan, has Looker Studio from Professional, and lists ISO/IEC 27001 and GDPR, with SSO on Enterprise.
Who should pick which
- Pick AirOps if content throughput is the constraint and your editors need Brand Kit rules and pre-publish claim checks on every draft.
- Pick AirOps if you publish to Contentful or Sanity, or want AirOps Services to run outreach and AI Ads with you.
- Pick AirOps Solo if you only need ChatGPT insights and want to start for free.
- Pick Promptwatch if you have to explain why a page is or isn't cited, with crawler evidence, which starts on Professional.
- Pick Promptwatch if you need conversions from AI traffic without relying on GA4 referrers.
- Pick Promptwatch if you track cities, need hourly runs, or want prices and limits in writing before you talk to sales.
Our verdict
AirOps is the stronger content machine, and it deserves credit for that. Promptwatch wins the row count because it fills what AirOps leaves vague or unlisted on the measurement side: IP-verified crawler logs, its own conversion tracking, fan-outs, coordinate-level location, Shopping and competitor ads, all on plans with published prices. The row that decides it for most teams is the crawl-to-citation rate, because it turns "our new pages aren't cited" into a specific fix. Start the 7-day free trial on Professional, connect crawler logs, and track the prompts behind your recent AirOps pages for a week before you decide.
FAQ
Is Promptwatch cheaper than AirOps?
You can't tell from public pages. AirOps Solo is free and Pro's price isn't shown. Promptwatch starts at $95 a month on Essential, and a 100-prompt, four-engine panel fits Professional at $245. If you only need ChatGPT insights and content tasks, AirOps Solo costs less.
Does AirOps track AI crawlers?
Its platform page lists AI crawler activity as part of measurement, but how the data is collected, which bots it covers and which plan includes it aren't described. Promptwatch includes IP-verified crawler logs with a per-page citation rate from Professional.
Can Promptwatch replace AirOps for content production?
For a team publishing up to 10 articles a month, Business covers it with the automated Content Agent and WordPress, Webflow or Framer publishing. For high-volume production with programmable agents, or publishing to Contentful or Sanity, AirOps is built for more.