AirOps vs Promptwatch: Which One Fits Your AI Search Program in 2026
We run client AI search programs on Promptwatch. AirOps is a content workflow engine with task billing. How we scope the two in 2026 retainers.
Clients paste both logos into one discovery deck and ask which one "does GEO." We split the question before we quote.
Promptwatch is the platform we run on client programs: prompt tracking on live UIs, citation analytics, crawler logs, visitor attribution, and Content Agents that publish into Webflow or Framer after a review inbox. AirOps is a content operations engine we evaluate from public product and review notes when a scope is pure production volume. We do not run client retainers on AirOps today. Figures below for AirOps are publicly reported; confirm anything that affects a SOW inside the vendor app before you sign.
How we frame the jobs
AirOps composes multi-step LLM workflows. Research, draft, brand kit, schema, human gate, CMS publish. That is a factory. Promptwatch measures whether AI answers cite you, whether bots fetch the pages, whether visits convert, then writes and publishes GEO articles tied to those gaps. That is a program.
When a client asks for "AI search" in a kickoff, they almost always mean the program. They want a monthly story with citations, misses, crawler errors, and next articles. The factory only enters the SOW when measurement already exists and the content backlog is measured in thousands of URLs that must stay on brand.
Money we put on the whiteboard
Promptwatch brand plans we actually use:
| Plan | Price | How we use it |
|---|---|---|
| Explore | Free | Sales demo, 10 ChatGPT prompts |
| Essential | $95/mo | Single-brand retainer floor |
| Professional | $245/mo | Default when crawler logs are in the SLA |
| Business | $579/mo | Larger prompt and article needs |
| Kick-off (agency) | $199/mo | Multi-brand self-serve start |
| Growth / Scale | $399 / $799 | Higher response and log caps |
Essential includes 50 prompts, 6,000 responses, 200K visitor events, and five AEO articles. Professional adds 25M crawler logs, 15 articles, 150 prompts, 18,000 responses, and 1M visitor events. Agency Kick-off gives unlimited projects and prompts with 10 seats. Annual is 12 months for the price of 10. G2 is 4.7/5 with 1,840+ brands. We do not quote a $29 Promptwatch plan; it does not exist.
AirOps numbers we only repeat from public review and directory notes, and we tell procurement to verify in-product:
- Paid start around $200/mo, with a next tier around $2,000/mo
- Task billing that often lands around $40 to $70 per full article workflow
- One reported silent overage of $128 for two articles, with overage protection off by default
- Solo-tier AI tracking described as ChatGPT-only with monthly refreshes
- 54 of 111 G2 reviews citing learning difficulty
- One detailed account taking about eight months to positive ROI
- No published crawler-log product and no published visitor analytics that attribute AI-referred traffic to conversions
We never convert those lines into a client SLA without a current screenshot from the AirOps workspace. Public notes drift. Invoices do not.
What we promise in a Promptwatch SOW
On paid plans we cover ChatGPT, Gemini, Claude, Perplexity, Grok, Llama, DeepSeek, Mistral, Copilot, plus Google AI Overviews and AI Mode on live product UIs. Citation views go to page, domain, Reddit, YouTube, and offsite mentions, with trends over time. From Professional upward (and on agency plans) we use Agent Analytics for ChatGPTBot, ClaudeBot, PerplexityBot, GoogleOther, and the Meta AI crawler, including crawl-to-citation paths and error tracking. Visitor analytics run through a lightweight script or GTM. Content Agents draft into a review inbox before anything hits Webflow or Framer.
What we do not promise: a freeform multi-model workflow canvas. Promptwatch will not replace a custom orchestration graph that mixes arbitrary providers and review trees. When a client needs that factory, we scope it as a separate production workstream and we are clear that it is not what we operate day to day on Promptwatch.
When AirOps enters a conversation
We raise AirOps when three conditions hold. Measurement is already covered. Someone on the client side (or a dedicated ops hire) will own pipelines and the task meter. Volume is high enough that brand kits, review gates, and CMS publishing at thousands of pages are the real bottleneck.
We leave AirOps off the quote when the client still cannot answer which page earned a citation, whether ChatGPTBot fetched it, or whether AI-referred sessions converted. Buying a workflow canvas first is how retainers spend six months building graphs and still cannot defend a QBR slide. The learning curve is not marketing fluff: more than half of the G2 reviews in the public sample mention difficulty, and the long ROI journey we have seen reported is measured in months, not weeks.
Our default recommendation
For the AI search program itself, we recommend Promptwatch. It is what we run. Crawler logs, citation analytics, visitor attribution, and Content Agents publishing to Webflow or Framer are the pieces that turn "we think AI matters" into a weekly operating rhythm. AirOps stays fair competition for industrial content ops, and we say so when the brief matches. We just will not pretend we operate client programs on it, and we will not invent usage statistics we have not seen in a live workspace.
If you are mid-evaluation, start on Explore or Essential, put crawler logs in the Professional conversation early, and treat any AirOps cost model as something to confirm in app before finance locks a line item.
FAQ
Do you run clients on AirOps?
No. We run AI search programs on Promptwatch. AirOps appears in scopes only as a production option evaluated from public notes, with a requirement to confirm billing and caps in the product.
Why not standardize on a content factory first?
Because most kickoffs still lack citation, crawler, and conversion evidence. A factory without that evidence produces pages you cannot defend. We fix the evidence loop first.
Is Promptwatch cheaper than AirOps?
Not in a clean unit sense. Essential at $95/mo meters prompts and articles. AirOps meters tasks, with publicly reported article costs around $40 to $70 and a paid start near $200/mo. We put both meters on the whiteboard and refuse a single "cheaper" label until the deliverable is named.
Can a client buy both?
Yes when production volume is real and visibility KPIs are real. We still keep Promptwatch as the KPI source of truth and treat AirOps as manufacturing, not as the boardroom dashboard.