Goodie AI vs AirOps (2026): Page-Grade Optimizer or Workflow Factory?
Goodie grades pages for AI extractability from $399/mo (3 engines). AirOps meters pipelines from ~$200/mo with ChatGPT-only insights on Solo. Here's the split.
Goodie AI and AirOps both claim to close the loop from "we are not cited" to "we shipped a fix." Goodie grades existing URLs and recommends edits. AirOps builds repeatable pipelines that manufacture new pages. One is a surgeon. The other is a factory. The mistake is buying one when you needed the other, because a surgeon will not run a production line and a factory will not grade a single page.
They should not be scored on engine count. Goodie Explorer tracks three engines. AirOps Solo tracks one. Neither entry SKU is a dedicated visibility platform, and scoring them on engine breadth misses the point of what each one is built for. Promptwatch is cheaper and broader than either entry tracker if you still need to know where you are cited today. Use this comparison to decide whether the fix is a page edit or a pipeline.
Snapshot comparison
| Goodie AI | AirOps | Promptwatch | |
|---|---|---|---|
| Starting paid price | $399/mo Explorer | ~$200/mo Solo (unpublished) | Free Explore; $95/mo Essential |
| Core job | Page grading and specific edits | Visual LLM workflows, CMS publish | Prompt tracking and citations on Essential; crawler logs on Professional or agency plans |
| Engines at entry | 3: ChatGPT, AI Overviews, Perplexity | ChatGPT only, monthly reports | 10+ on paid plans |
| Distinctive extra | Amazon Rufus / Walmart Sparky on higher tiers | Brand kits, review gates, schema injection | Agent Analytics crawler logs on Professional or agency plans |
| Next cliff | Quote-only Pro / Enterprise | ~$2,000/mo Pro | $245/mo Professional |
| Independent reviews | Very few; much coverage from the founder's agency | G2: 54 of 111 cite learning difficulty | 4.7/5 on G2 |
| Best for | DTC brands that will pilot Rufus | Ops teams that will own task spend | Teams that need measurement first |
Goodie's case
Explorer is $399/mo for 100 prompts, 10 optimization actions, and three engines (ChatGPT, AI Overviews, Perplexity). Claude, Grok, and full engine coverage are Enterprise. Rufus and Sparky are the reason a commerce brand shortlists it. Those sit on higher, quote-only tiers.
Independent reviews are scarce. Much of the coverage comes from the founder's agency, so read the praise with that provenance in mind. No crawler logs. No Reddit/YouTube source tracking. Grading a PDP is not the same as a multi-step research-and-publish pipeline. Goodie does not replace AirOps.
If the pages already exist and the question is "what do we change on this URL," especially for agentic commerce, Goodie is the pilot. $399 for three engines is not a tracker bargain. Promptwatch Essential covers 10+ engines at $95/mo.
AirOps's case
Insights is free at 1,000 tasks. Solo is about $200/mo (unpublished), 20,000 tasks, and ChatGPT-only visibility with monthly reports. Real articles land around $40 to $70 in tasks. Overage protection ships off. One documented bill was $128 for two articles. ROI in a detailed account took about eight months.
G2: 54 of 111 reviews cite learning difficulty. Pro is about $2,000/mo. Brand kits, review gates, and schema injection are the factory features. Buy AirOps for orchestration, not for tracking.
Turn on the overage cap before the first workflow. If you need to produce hundreds of new pages with guardrails and someone will babysit the task meter, this is the shape of tool. If you needed a citation log, it is not, and an eight-month ROI wait is the price of owning the factory.
Who should pick which
Pick Goodie if the pages already exist and the question is "what do we change on this URL," especially for agentic commerce. Run a pilot. Do not skip diligence because the coverage is glowing.
Pick AirOps if you need to produce hundreds of new pages with guardrails and someone will babysit the task meter. Enable the overage cap first.
If you still need to know where you are cited today, Promptwatch is cheaper and broader than either entry tracker. Essential is $95/mo for ten-plus engines and citation analytics. Professional is $245/mo and adds 25M crawler logs. Promptwatch is rated 4.7/5 on G2, and the breadth is the reason it sits above both entry SKUs on the measurement half.
Which one tracks more engines without a sales call? Goodie Explorer: three. AirOps Solo: one. Promptwatch Essential: 10+. That should settle the measurement half. The rest is surgeon vs factory.
FAQ
Which one tracks more engines without a sales call?
Goodie Explorer: three. AirOps Solo: one. Promptwatch Essential: 10+.
Does Goodie replace AirOps?
No. Grading a PDP is not the same as a multi-step research-and-publish pipeline.
Should I enable anything before running AirOps?
Yes. Turn on the overage cap before the first workflow.