AirOps vs Amplitude AI Visibility: which one deserves a spot in your 2026 stack?

Key takeaways{anchor:key-takeaways} - These tools solve different halves of the same problem. AirOps is an execution platform: it finds content opportunities, then writes, refreshes, and publishes to your CMS. Amplitude AI Visibility is a measurement tool: it tells you where you stand in AI answers and stops at recommendations.- Price is the biggest gap. Amplitude includes AI Visibility free with every plan (500 to 5,000 tracked prompts per month depending on tier). AirOps starts around $200/month and jumps to roughly $2,000/month for Pro.- Platform coverage favors AirOps. Amplitude currently monitors ChatGPT and Google AI Overviews, with Perplexity, Gemini, and Claude listed as coming soon. AirOps tracks 5 to 7+ answer engines.- Amplitude's ace is conversion attribution. If you already run Amplitude Analytics, you can connect visibility scores to actual traffic, signups, and revenue in one place. Nobody else on the market does that this cleanly.- AirOps has real customer proof: Chime went from 24 to 68 priority questions where it gets recommended, and Webflow grew AI-attributed signups from 2% to over 10% in under a year.- Neither is a pure-play visibility tracker. If deep, multi-model monitoring is what you actually need, a dedicated GEO platform will serve you better than either.## At a glance{anchor:at-a-glance} | Feature | AirOps | Amplitude AI Visibility ||---|---|---|| Primary focus | Content execution for AI discovery | AI visibility measurement inside a product analytics suite || AI platforms tracked | 5 to 7+ answer engines | ChatGPT and Google AI Overviews (Perplexity, Gemini, Claude coming soon) || Content creation | Yes, via Workflows and Grids | Beta only, not production-ready || CMS publishing | Yes, direct to your CMS | No || SEO and web analytics | GSC clicks, GA4 engagement, content freshness per URL (Page360) | Native Amplitude Analytics only || Offsite visibility (Reddit, forums) | Yes, plus a managed Offsite service | No || Conversion attribution | Partial, via GA4 | Strong, via Amplitude Analytics || Entry price | ~$200/mo (Solo) | Free with any Amplitude plan || Free option | Free Insights tier | Free standalone report + free plan inclusion || G2 rating | ~4.6/5 (134 reviews) | Amplitude Analytics: 4.5/5 (2,990+ reviews) || Setup effort | High, real learning curve | Low || Best for | Content and growth teams shipping at scale | Product-led companies already on Amplitude |## AirOps overview{anchor:airops-overview} [tool:airops] AirOps pitches itself as the system for winning AI discovery, and after the November 2025 rebrand (they raised a $40M Series B led by Greylock at a $225M valuation the same month), the whole product is organized around one loop: find where you are invisible in AI answers, figure out why, then produce the content that fixes it.The product has three layers. Insights handles visibility tracking across answer engines. Page360 is the per-URL dashboard that combines AI citations with GSC clicks, GA4 engagement, and content freshness, so you prioritize pages by real impact rather than a vanity score. Then Workflows and Grids do the execution: AI agents that plan, write, refresh, and publish content directly to your CMS, governed by a Brand Kit so everything stays on-voice.The customer results are the strongest part of the story. Chime went from being recommended in 24 priority questions to 68. Webflow 5x'd its content refresh velocity and grew AI-attributed signups from 2% to over 10% in under a year with zero headcount growth. Angi reported up to 79% better conversion rates on longtail pages the platform created. These are specific, named, and verifiable, which is more than most tools in this category can say.The honest downside: setup is work. G2 reviewers consistently praise the output but mention the effort required to get workflows running. One recurring complaint across G2 and Reddit is pricing opacity, since the live pricing page gates most numbers behind a sales conversation. And a Reddit thread in r/aeo put it well: AirOps is more content workflow than visibility tool. That is accurate, and it matters for this comparison.## Amplitude AI Visibility overview{anchor:amplitude-overview} [tool:amplitude-ai-visibility] Amplitude is a product analytics company that has been around since 2012, and AI Visibility is their 2026 move to stay relevant as discovery shifts from Google to AI assistants. The pitch is simple: see where you stand in AI search, understand which sources influence the answers, and connect that to what Amplitude already knows about your users.The launch worked, at least on volume. Amplitude says 27,000+ brands have used the free AI visibility tool and 70,000+ reports were created in the first three months. The free standalone report gives you a visibility score, sentiment, competitive rankings, and recommendations without even creating an account, and it is genuinely free.The catch is depth. At general availability, the FAQ confirms monitoring for ChatGPT and Google AI Overviews only. Perplexity, Gemini, and Claude are listed as coming soon with no confirmed date, which is a meaningful gap when your customers are scattered across assistants. Reports refresh weekly by default (daily on paid AI Visibility tiers), and there is no CMS publishing, no offsite tracking, and the AI content generation feature is in beta with Amplitude's own guidance saying not to rely on it yet. Reddit commentary from people who have used it also flags that the auto-generated prompt sets can feel generic rather than tuned to your actual business.But the analytics connection is real and hard to replicate. If a ChatGPT mention drives someone to your site, Amplitude can show you the full downstream journey: what they did, whether they converted, what it was worth. AirOps can approximate this with GA4, but Amplitude's behavioral data is deeper.## Pricing comparison{anchor:pricing} | Plan | AirOps | Amplitude AI Visibility ||---|---|---|| Free tier | Insights (limited) | 500 prompts/mo + free standalone report || Entry paid | Solo: ~$200/mo, ~35,000 tasks/mo, ChatGPT insights only, 1 seat | Plus: ~$49/mo, 1,000 prompts/mo || Mid tier | Pro: ~$2,000/mo, ~100,000 tasks/mo, 7+ engines, unlimited seats | Growth: custom quote, 2,500 prompts/mo || Enterprise | Custom pricing, custom limits, dedicated manager | Custom quote, 5,000 prompts/mo || Overage | ~$0.025/task beyond Solo allowance | Not published |A few things worth flagging. AirOps does not publish prices on its live pricing page, so the $200 and $2,000 figures come from third-party trackers and could shift. The task allowances were recently increased (Solo from 20,000 to 35,000, Pro from 75,000 to 100,000), which suggests they are still tuning packaging. Amplitude's pricing is the mirror image: transparent and cheap for what you get, but the prompt limits cap how seriously you can use it. 500 prompts a month sounds fine until you realize a serious AEO program tracks hundreds of prompts across multiple competitors.Micro-verdict: Amplitude wins on value, no contest. AirOps costs 4 to 40 times more, and you are paying for execution machinery, not the visibility data.## Visibility tracking compared{anchor:visibility-tracking} On raw tracking, AirOps covers more ground: 5 to 7+ answer engines versus Amplitude's two, plus offsite visibility (Reddit and forum mentions) that Amplitude does not touch at all. AirOps also folds in GSC and GA4 data per URL, so you see whether a page that lost AI citations also lost Google traffic. That combined view is genuinely useful and Amplitude has nothing like it.Amplitude counters with sentiment analysis and competitive rankings tied into its analytics, and the free report is a fast way to baseline where you stand. But weekly refresh on the free tier, two platforms, and prompt limits make it a monitoring lite experience rather than a serious tracker.Honestly, neither tool is a best-in-class visibility tracker. AirOps treats tracking as input for content production, and Amplitude treats it as a lead generation funnel for its analytics suite. If multi-model visibility monitoring is your actual priority, a dedicated platform like Promptwatch goes deeper on this specific job, with AI crawler logs, citation trends, Reddit and YouTube tracking, and prompt volumes across ChatGPT, Claude, Gemini, Perplexity, and Google's AI surfaces. [tool:promptwatch]Micro-verdict: AirOps by a clear margin on coverage and context, though both are tracking-as-a-means-to-an-end rather than tracking as the product.## Content creation and execution{anchor:content-execution} This is where the comparison stops being close. AirOps builds content; Amplitude does not.AirOps Workflows let you build repeatable, multi-step content processes: research a topic, draft against your Brand Kit, optimize for a target prompt, push to WordPress or Webflow, schedule the refresh. Grids scale that across hundreds of pages. The Ramp team credits it with a significant jump in content quality, and Carta's CMO says it lets them scale without losing brand voice, which is the thing that usually breaks when you industrialize content production.The execution angle matters because of what AI engines actually cite. Promptwatch's citation data shows product pages made up roughly a third of ChatGPT citations in July 2026, with listicles the fastest-growing format, and product pages overtook listicles as the top-cited format in Google AI Overviews in late July. Winning AI answers is increasingly about having the right type of page, structured the right way, not just publishing more blog posts. A tool that ships those pages has a direct line to visibility that a monitoring tool cannot match.Amplitude's answer is recommendations in the report, plus a beta content generation feature the company itself tells you not to depend on yet. That is honest of them, but it leaves a gap between knowing you are invisible and doing something about it.Micro-verdict: AirOps, in a landslide. If you cannot act on visibility data inside the tool, you are paying for a to-do list.## Analytics and ROI attribution{anchor:analytics-roi} Here Amplitude has its one genuine advantage. Connect AI Visibility to Amplitude Analytics and you can trace a ChatGPT mention through to sessions, signups, and revenue, with Amplitude's full behavioral analytics behind it. For a product-led company, that is the difference between arguing that AI search matters and proving it with a funnel. The AI Visibility 1.5 update added traffic tracking from ChatGPT, Perplexity, Gemini, and Claude into that same view.AirOps connects GA4 and GSC per URL in Page360, which covers the basics: traffic, engagement, clicks, freshness. It is fine for a marketing team. But it is not behavioral analytics, and if your stakeholders want cohort-level proof that AI-sourced users retain and convert better, AirOps will not get you there on its own.Micro-verdict: Amplitude, clearly. This is the one job it does better than AirOps, and if you are already an Amplitude customer, it is a strong reason to start there.## Ease of use and setup{anchor:ease-of-use} Amplitude's free report takes about two minutes. Type in your brand, get a score, see competitors, read recommendations. The in-platform version is similarly low-friction if you know Amplitude already. The main annoyance is that auto-generated prompts can feel off-target, so expect to spend time curating your prompt set.AirOps is the opposite. Reviewers consistently describe a real learning curve, and the platform assumes you have (or will build) a documented content process. There is an entire AirOps University with a Content Engineering Certification, which tells you something about the commitment level expected. To be fair, the company leans into this: embedded Content Engineers, live cohort trainings, and a fully managed Offsite service for teams that want the output without the setup. But if you are a two-person marketing team, this is a lot of machine.Micro-verdict: Amplitude for speed to first insight, AirOps for teams ready to invest in the setup.## Support and services{anchor:support-services} AirOps goes unusually deep here: live chat and email on all plans, embedded Content Engineers, cohort trainings, a managed Offsite service, and a dedicated solution architect plus private Slack channel at Enterprise. Amplitude offers Amplitude Academy and tiered support with account managers at Enterprise, but the training is aimed at product managers and data analysts, not content teams.Micro-verdict: AirOps, especially for marketing orgs. Amplitude's support model reflects its product-analytics DNA.## Who should choose which{anchor:who-should-choose} Choose AirOps if:- You have a content team that needs to ship at volume and your current bottleneck is production, not insight- You want visibility data, SEO data, and content execution in one system so insights actually turn into published pages- You track competitors across multiple answer engines, including offsite surfaces like Reddit- You have the budget (Pro at ~$2,000/mo is the realistic tier) and the process maturity to use itChoose Amplitude AI Visibility if:- You already use Amplitude Analytics and want AI visibility tied to conversion and revenue data you trust- You want a free or near-free baseline of where you stand before committing to anything- Your product and data teams, not your content team, own the AI search question- You are fine waiting for Perplexity, Gemini, and Claude coverage to arriveConsider neither if: you want a dedicated visibility platform. AirOps is a content workflow tool with tracking attached, and Amplitude is an analytics suite with a visibility lead magnet attached. For pure multi-model monitoring with crawler logs, citation analytics, and AI traffic attribution, browse the GEO software directory at bestgeosoftware.com to see what a focused platform looks like.## Final verdict{anchor:final-verdict} Calling a winner here depends entirely on what job you are hiring for, but if forced to pick: AirOps is the better product for the job most teams actually need done. Visibility data without execution is a diagnostic, and most companies reading this comparison do not have a visibility measurement problem, they have a content production problem. AirOps solves both halves, has verifiable customer results from Webflow, Chime, and Ramp, and its Page360 dashboard is a legitimately better prioritization tool than a standalone visibility score.Amplitude AI Visibility is not a bad product, and at free with your existing Amplitude plan, it might be the best zero-dollar decision you make this year. Use it as a baseline and an ROI proof mechanism. Just do not mistake it for an AEO program. Two platforms, weekly refresh, generic prompts, and no execution is a starting point, not a strategy.The pragmatic play for many teams: run Amplitude's free report this week to see where you stand, and if the answer scares you, that is when AirOps (or a dedicated visibility platform plus a content process) earns its price tag.