AirOps vs Wordlift in 2026: AI-cited content creation vs enterprise knowledge graph infrastructure
AirOps writes content and tracks whether ChatGPT, Perplexity, Gemini, and Google actually cite it, starting free. Wordlift builds the knowledge graph and schema infrastructure that helps AI systems understand a whole domain, starting at EUR 799 a month. They both touch AI discoverability, but from different layers of the stack.
AirOps
Wordlift- AirOps tracks direct AI citation visibility across ChatGPT, Perplexity, Gemini, and Google. Wordlift does not track citations directly; its own FAQ describes itself as infrastructure that complements, rather than replaces, AI visibility monitoring tools.
- Wordlift automates knowledge graph creation and schema markup across entire domains and product catalogs. AirOps has no schema or structured-data automation feature.
- AirOps starts free on the Solo plan and reaches $199/month at Pro. Wordlift's minimum published price is EUR 799/month, billed yearly, on the Business+ plan.
- Wordlift includes MCP (Model Context Protocol) support for AI agent integration on every paid tier. AirOps has no MCP integration in its published feature set.
- AirOps's AI agents draft and refresh content directly. Wordlift does not generate content at all; it generates and maintains structured data and entity relationships around content that already exists.
- Wordlift has no free tier or public self-serve trial; a sales contact is required for pricing and evaluation. AirOps's Solo plan is free and self-serve from signup.
- Wordlift targets enterprise publishers and large e-commerce catalogs with thousands of pages or SKUs. AirOps is priced and scoped for individual content teams, not catalog-scale structured data work.
AirOps and Wordlift both claim ground in AI discoverability, but they are answering different questions. AirOps asks whether a specific piece of content is getting cited in ChatGPT, Perplexity, Gemini, or Google answers, and it uses AI agents to write and refresh that content directly. Wordlift asks whether AI systems can understand what an entire domain is about in the first place, and it answers that by automating knowledge graph creation and schema markup across thousands of pages or SKUs. Wordlift's own FAQ describes itself as infrastructure that "complements but is distinct from AI visibility monitoring tools like AI Peekaboo," which is the same relationship it has with AirOps's citation-tracking layer: neither tool replaces the other's job. The price gap is real too. AirOps starts free and reaches $199 a month at Pro. Wordlift's minimum published price is EUR 799 a month, and there is no self-serve signup at all.
The tools at a glance
AirOps
AI-powered content creation and AEO optimization with citation tracking across ChatGPT, Perplexity, and Gemini
AirOps pairs content production with citation measurement. AI agents draft and refresh content shaped for AI citation, direct answers, structured comparisons, FAQ pages, and the platform tracks whether ChatGPT, Perplexity, Gemini, or Google actually surface that content in an answer. When a tracked page loses visibility, an automated refresh workflow can trigger a rewrite rather than waiting for someone to notice the drop.
The free Solo plan gives a team real tracking across all four engines plus basic content agents, low-risk enough to validate whether AI search is worth budget before paying for the $199-per-month Pro tier. Offsite content management extends tracking to third-party pages, since AI citations frequently point to content that is not on the brand's own domain.
AirOps operates entirely at the content layer. It has no schema markup, entity relationship mapping, or knowledge graph feature, and it does not do anything for a large product catalog or a domain with thousands of pages beyond what its content agents can draft one piece at a time. For that scale of structured-data work, it is not the right tool.
| Feature | Solo Free | Pro $199/mo | Enterprise Contact |
|---|---|---|---|
| AI models tracked | 4 | 4 | 4 |
| Content creation agents | Limited | Full | Full |
| Content refresh automation | ✗ | ✓ | ✓ |
| Offsite content management | ✗ | ✓ | ✓ |
| API access | ✗ | ✓ | ✓ |
Wordlift
AI-powered knowledge graphs and semantic SEO for enterprise brands
Wordlift builds and continuously updates a machine-readable knowledge graph that encodes entity relationships across an entire content domain, rather than treating schema as isolated tags on individual pages. Entities are identified, linked, and disambiguated automatically, and the graph feeds both traditional semantic search signals and the AI systems that increasingly favor entity-rich, well-structured content over keyword-matched pages.
The platform is built for scale that AirOps was never designed to handle: enterprise schema markup automation across thousands of pages, e-commerce product enrichment for catalogs with complex SKU relationships, and entity gap analysis that surfaces content opportunities based on competitor entity authority rather than keyword volume. API and MCP access let developers query the graph directly and wire it into agentic workflows.
None of that comes cheap or fast. Business+ starts at EUR 799 a month billed yearly, there is no free tier or public trial, and implementation requires technical oversight, especially on large or complex sites. Wordlift is also explicit that it is infrastructure, not a monitoring tool: it makes content legible to AI systems but does not track citations the way a dedicated visibility platform does.
| Feature | Business+ EUR 799/month (billed yearly) | Enterprise Custom (contact for quote) |
|---|---|---|
| Knowledge graph creation | ✓ | ✓ |
| E-commerce product enrichment | ✓ | ✓ |
| Entity gap analysis and content recommendations | ✓ | ✓ |
| API and MCP access | ✓ | ✓ |
| Custom entity training and ontologies | ✗ | ✓ |
Head-to-head feature comparison
| Feature | AirOps | Wordlift |
|---|---|---|
| Primary function | AI content creation and AI search citation tracking | Automated knowledge graph and structured data infrastructure for AI and semantic search |
| AI search citation tracking | Yes (ChatGPT, Perplexity, Gemini, Google AI answers) | Not applicable, no direct citation tracking; reporting covers entity coverage and schema status |
| AI content creation | Yes (configurable AI agents) | No |
| Knowledge graph / entity automation | No | Yes |
| Schema markup automation | No | Yes |
| E-commerce catalog enrichment | No | Yes |
| MCP / AI agent integration | Not applicable, no MCP integration published | Yes |
| API access | No (Solo), Yes (Pro and Enterprise) | Yes (Business+ and Enterprise) |
| Free tier | Yes (Solo plan) | No |
| Self-serve signup | Yes | No |
| Starting price | Free (Solo), $199/mo (Pro) | EUR 799/month (billed yearly) |
Considering AI Peekaboo alongside AirOps and Wordlift?
Wordlift's own documentation says it "complements but is distinct from AI visibility monitoring tools like AI Peekaboo," and that gap holds for AirOps too, since AirOps tracks citations only for its own AI-drafted content and gates API access to its $199-per-month Pro plan. AI Peekaboo is the dedicated monitoring layer: a read and write API, white-label reports, and a Looker Studio connector on every plan from $50 a month, whether or not a brand also runs AirOps content agents or Wordlift's structured-data infrastructure underneath.
Read the AI Peekaboo review →Which should you choose?
AirOpsWordliftAirOpsWordliftAirOpsWordliftThese tools sit at different layers of the same problem. AirOps operates at the content layer: write it, track it, refresh it when citations drop. Wordlift operates at the infrastructure layer: make an entire domain legible to AI systems through entity relationships and schema, regardless of what any single page says. A small content team publishing a few pieces a week has no real use for EUR 799-a-month knowledge graph infrastructure. A publisher or e-commerce brand with thousands of pages has a structured-data problem AirOps's content agents were never built to solve. The two are not substitutes, and an enterprise brand serious about AI discoverability could reasonably run Wordlift underneath and AirOps or a dedicated monitoring tool on top.
Bottom line
Start with AirOps, including its free Solo plan, if the question is whether specific content is earning AI citations and you want a tool that also writes the content. Go to Wordlift only once you are managing a domain or catalog large enough that manual schema and entity work is impossible, and you have the EUR 799-a-month budget and technical resourcing to implement it properly. For most teams outside enterprise publishing or large e-commerce, AirOps is the more directly useful and dramatically cheaper starting point; Wordlift is a deliberate, expensive bet on structured data as competitive infrastructure.
Frequently asked questions
Does Wordlift track AI citations the same way AirOps does?
Wordlift does not track direct AI citations; its reporting covers entity coverage, schema implementation status, and correlation with organic performance, which is structural data rather than a citation count. Wordlift's own FAQ describes itself as complementary to dedicated AI visibility monitoring tools, and AirOps is the one in this comparison that tracks whether content is actually cited across ChatGPT, Perplexity, Gemini, and Google.
Is Wordlift worth it for a small content team, or is AirOps the better starting point?
For a small team, AirOps is almost certainly the better starting point since it is free on the Solo plan and directly addresses content creation and citation tracking. Wordlift's EUR 799-per-month minimum and enterprise-scale knowledge graph automation are built for publishers or e-commerce brands managing thousands of pages, a scale most small content teams have not reached.
Can AirOps automate schema markup or knowledge graphs the way Wordlift does?
AirOps has no schema markup or knowledge graph feature; it is focused on drafting, refreshing, and tracking the citation performance of individual pieces of content. Wordlift is the tool built specifically for automating structured data and entity relationships across an entire domain or product catalog.
Does Wordlift offer a free trial before the EUR 799 plan?
Wordlift does not offer a public free tier or self-serve trial; pricing starts at EUR 799 a month on the Business+ plan and requires contacting the company directly to discuss evaluation. AirOps, by contrast, has a genuinely free Solo plan with real citation tracking that anyone can sign up for immediately.
Which tool is better for an e-commerce brand with a large product catalog?
Wordlift is built for exactly this case, with dedicated product data enrichment that handles complex SKU relationships, attribute variations, and schema updates as catalog data changes at scale. AirOps has no e-commerce catalog feature and is scoped to individual content pieces rather than structured product data.
Do enterprise brands need both AirOps and Wordlift, or does one make the other redundant?
They address different problems and are not redundant with each other. Wordlift makes an entire domain legible to AI systems through knowledge graphs and schema, while AirOps creates specific content and tracks whether it earns citations. A large brand with the budget for both could reasonably run Wordlift as the structured-data foundation and AirOps, or a dedicated monitoring tool like AI Peekaboo, for direct citation tracking on top of it.