$ stack_track_scores
methodology →$ buyer_risk_breakdown
UNRATEDUnrated — insufficient public disclosure.
Not enough public disclosure to rate yet — 4 of 5 procurement inputs are still unknown. This is a data gap, not a negative signal.
- Compliance certifications
No SOC 2, ISO 27001, HIPAA, or GDPR posture disclosed in our sources.
to improve → Vendor publishes a trust/security page listing at least one certification.
- Funding stage
Funding stage not yet captured (may be a division of a larger public company).
to improve → Mark parent company or public/profitable status.
- Company age
Founding year not yet captured.
to improve → Add founding year to vendor profile.
- Team size
Team size band not yet captured.
to improve → Add team size band (LinkedIn / vendor disclosure).
- Data governance posture
External processing: customer data is sent to vendor infrastructure.
to improve → Offer a zero-copy or in-VPC deployment option.
$ technical_anatomy
- Wrapper Status
- Pure Wrapper
- Agent Autonomy
- Semi-Autonomous
- Data Governance
- External Processing
- Deployment
- Unknown
- Data Retention
- Unknown
- Last Detected Update
- 1 mo ago
Thin layer over a third-party foundation model. No proprietary weights.
Acts within guardrails; human reviews outputs.
Data is sent to vendor infrastructure for processing.
Where the inference pipeline runs.
How long ingested data persists in vendor systems.
When we last detected a meaningful infrastructure change.
$ marketing_fit
- Use cases
- Unknown
- Channels
- Unknown
- Output types
- Unknown
- Integrations
- Unknown
$ commercial
- Pricing model
- Unknown
- Pricing transparency
- Unknown
- Time to value
- Unknown
- Compliance
- Unknown
- Notable customers
- Unknown
- Customer logo count
- Unknown
How customers are charged.
Is pricing visible without sales contact?
How quickly customers see results.
Public customer logos counted on vendor site.
$ company
- Founded
- Unknown
- Team size
- Unknown
- Funding stage
- Unknown
- Headquarters
- Unknown
Year of incorporation.
Headcount band.
Latest disclosed round.
Primary office location.
$ changelog --tail
vendor_site1 mo ago1cdb00875180 → dcbdb65221e7src: Vendor Siteview source ↗security1 mo ago391d8144b530 → 228731069961src: Security Pageview source ↗security1 mo ago221edaebca0f → 391d8144b530src: Security Pageview source ↗release_notes1 mo ago286d4cc7cf18 → 911e9e1e7bbesrc: Release Notesview source ↗privacy_policy1 mo ago934c16b1d0ba → c42a52f57648src: Privacy Policyview source ↗vendor_site2 mo agod606c74509ae → 1cdb00875180src: Vendor Siteview source ↗vendor_site2 mo ago3b33f88d0d89 → d606c74509aesrc: Vendor Siteview source ↗release_notes2 mo ago8582eee057fd → 286d4cc7cf18src: Release Notesview source ↗vendor_site2 mo ago50cf3b73abfa → 3b33f88d0d89src: Vendor Siteview source ↗vendor_site2 mo ago7e7bbfb848cd → 50cf3b73abfasrc: Vendor Siteview source ↗release_notes2 mo ago4ea9b5e40652 → 8582eee057fdsrc: Release Notesview source ↗vendor_site2 mo ago50cf3b73abfa → 7e7bbfb848cdsrc: Vendor Siteview source ↗vendor_site2 mo ago379bd552956c → 50cf3b73abfasrc: Vendor Siteview source ↗release_notes2 mo ago34b771a1cb25 → 4ea9b5e40652src: Release Notesview source ↗vendor_site2 mo ago7ac053c532a5 → 379bd552956csrc: Vendor Siteview source ↗vendor_site2 mo ago450000ac4089 → 7ac053c532a5src: Vendor Siteview source ↗vendor_site3 mo ago6909e833e684 → 450000ac4089src: Vendor Siteview source ↗vendor_site3 mo ago95407b5287e5 → 6909e833e684src: Vendor Siteview source ↗vendor_site3 mo ago6681967119a7 → 95407b5287e5src: Vendor Siteview source ↗vendor_site3 mo ago95407b5287e5 → 6681967119a7src: Vendor Siteview source ↗release_notes3 mo agobfb109fa5cdf → 34b771a1cb25src: Release Notesview source ↗vendor_site3 mo ago113ad849a6f2 → 95407b5287e5src: Vendor Siteview source ↗vendor_site3 mo agoff10ca476f30 → 113ad849a6f2src: Vendor Siteview source ↗vendor_site3 mo ago7009dcb2245e → ff10ca476f30src: Vendor Siteview source ↗release_notes3 mo ago45f582c383d2 → bfb109fa5cdfsrc: Release Notesview source ↗vendor_site3 mo ago7f669b250bbc → 7009dcb2245esrc: Vendor Siteview source ↗vendor_site3 mo ago40ec9f5d80da → 7f669b250bbcsrc: Vendor Siteview source ↗release_notes3 mo agoca4b84138c49 → 45f582c383d2src: Release Notesview source ↗vendor_site3 mo ago41b9817b86c6 → 40ec9f5d80dasrc: Vendor Siteview source ↗vendor_site3 mo ago7009dcb2245e → 41b9817b86c6src: Vendor Siteview source ↗release_notes3 mo agob85be93b264e → ca4b84138c49src: Release Notesview source ↗vendor_site3 mo agoea26815ebfa8 → 7009dcb2245esrc: Vendor Siteview source ↗pricing3 mo agoaaf3f4266d4b → AirOps: -1 removed (Insights) · 1 price change: Enterprise · 1 feature updatesrc: Pricing Pageview source ↗vendor_site3 mo agod1f8d93f3947 → ea26815ebfa8src: Vendor Siteview source ↗release_notes3 mo ago8a00cd02a9de → b85be93b264esrc: Release Notesview source ↗vendor_site3 mo agoa067a09a391a → d1f8d93f3947src: Vendor Siteview source ↗vendor_site3 mo agoa946d0d33d4e → a067a09a391asrc: Vendor Siteview source ↗release_notes3 mo ago41c358ce1be9 → 8a00cd02a9desrc: Release Notesview source ↗vendor_site3 mo agobc970bd4c585 → a946d0d33d4esrc: Vendor Siteview source ↗vendor_site3 mo agod1f8d93f3947 → bc970bd4c585src: Vendor Siteview source ↗release_notes3 mo ago0affbd6166f3 → 41c358ce1be9src: Release Notesview source ↗release_notes3 mo ago74aa886545b0 → 0affbd6166f3src: Release Notesview source ↗vendor_site3 mo ago9e271863beff → d1f8d93f3947src: Vendor Siteview source ↗release_notes3 mo ago2314374ded88 → 74aa886545b0src: Release Notesview source ↗vendor_site3 mo agod1f8d93f3947 → 9e271863beffsrc: Vendor Siteview source ↗privacy_policy3 mo agoce5f944c2726 → 934c16b1d0basrc: Privacy Policyview source ↗release_notes3 mo agofbb722131f6a → 2314374ded88src: Release Notesview source ↗security3 mo agof27bc613eeec → 221edaebca0fsrc: Security Pageview source ↗vendor_site3 mo agobad41f21e289 → d1f8d93f3947src: Vendor Siteview source ↗vendor_site3 mo ago480169dbcab0 → bad41f21e289src: Vendor Siteview source ↗release_notes3 mo ago6461eca99dc3 → fbb722131f6asrc: Release Notesview source ↗vendor_site3 mo ago528f36bd6346 → 480169dbcab0src: Vendor Siteview source ↗pricing3 mo agoc4972a757d5c → aaf3f4266d4bsrc: Pricing Pageview source ↗privacy_policy4 mo agoa5a9ab3060d7 → ce5f944c2726src: Privacy Policyview source ↗release_notes4 mo ago25c9e76b7fba → 6461eca99dc3src: Release Notesview source ↗release_notes4 mo ago8ffc82ab3867 → 25c9e76b7fbasrc: Release Notesview source ↗security4 mo ago105b6a80fa4a → f27bc613eeecsrc: Security Pageview source ↗vendor_site4 mo ago54e929cc5b39 → 528f36bd6346src: Vendor Siteview source ↗vendor_site4 mo ago54e929cc5b39 → 528f36bd6346src: Vendor Siteview source ↗privacy_policy4 mo agoce5f944c2726 → a5a9ab3060d7src: Privacy Policyview source ↗security4 mo agof27bc613eeec → 105b6a80fa4asrc: Security Pageview source ↗release_notes4 mo agoe8711d4fb6c7 → 8ffc82ab3867src: Release Notesview source ↗vendor_site4 mo ago528f36bd6346 → 54e929cc5b39src: Vendor Siteview source ↗security4 mo ago12eb9229bb9d → f27bc613eeecsrc: Security Pageview source ↗vendor_site4 mo ago5aeff4ec843f → 528f36bd6346src: Vendor Siteview source ↗pricing4 mo ago4645af867d7b → c4972a757d5csrc: Pricing Pageview source ↗release_notes4 mo agoc94cca6718ed → e8711d4fb6c7src: Release Notesview source ↗vendor_site4 mo ago528f36bd6346 → 5aeff4ec843fsrc: Vendor Siteview source ↗release_notes4 mo ago12140846d68c → c94cca6718edsrc: Release Notesview source ↗vendor_site4 mo ago6bc1457fbcce → 528f36bd6346src: Vendor Siteview source ↗vendor_site4 mo agoeda87384809b → 6bc1457fbccesrc: Vendor Siteview source ↗release_notes4 mo ago27436685eacf → 12140846d68csrc: Release Notesview source ↗vendor_site4 mo ago528f36bd6346 → eda87384809bsrc: Vendor Siteview source ↗release_notes4 mo ago10181bcccdfa → 27436685eacfsrc: Release Notesview source ↗vendor_site4 mo ago0d92dc03bc5f → 528f36bd6346src: Vendor Siteview source ↗vendor_site4 mo agod02d25861a53 → 0d92dc03bc5fsrc: Vendor Siteview source ↗pricing4 mo agoeafae3c5d899 → 4645af867d7bsrc: Pricing Pageview source ↗
$ how_ai_describes_us
all drift →Weekly capture of how Gemini and Perplexity answer questions about AirOps. Hallucinations are checked against the verified facts above.
perplexity/sonartoday[ ] not mentionedprompt: Recommend the top AI tools for AI Workflow Builder. List 5 with one-sentence descriptions.
1. **Zapier** — Best for nontechnical teams needing fast, AI-assisted automation across thousands of applications.[1][2] 2. **Make** — A visual builder suited to complex, branching workflows with drag-and-drop logic and native AI modules.[1][2] 3. **n8n** — Best for technical teams that need code flexibility, advanced customization, and self-hosting options.[1][3] 4. **Gumloop** — An AI-native platform for creating custom agents and workflows from natural-language instructions.[1] 5. **Pipedream** — Ideal for developers building AI-powered API workflows that combine visual steps with custom code.[2]
perplexity/sonartoday[✓] mentionedprompt: What does AirOps do? It is an AI tool in the AI Workflow Builder category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
AirOps is a **no-code AI workflow platform for content and marketing operations**. Teams use its visual builder to combine LLMs, company data, research, human-review checkpoints, and integrations to automate workflows such as SEO research, content drafting, bulk refreshes, optimization, and CMS publishing. It also measures brand visibility in AI search products such as ChatGPT, Gemini, Perplexity, and Google AI Overviews.[1][6] - **Category/positioning:** AI workflow builder specialized for content engineering, SEO, programmatic content, and AI-search optimization—not a general-purpose chatbot or ordinary marketing-automation platform.[1][2] - **Main competitors:** Jasper and Copy.ai for AI content workflows; Writer and Typeface for governed enterprise content generation; Zapier and Make for general workflow automation; and SEO/AEO platforms such as Semrush, Ahrefs, and Profound for search visibility. AirOps differentiates itself by combining AI-search measurement with large-scale content execution and publishing.[1][3] - **Pricing model:** Task-based and generally **not seat-based**, with Solo, Pro, and Enterprise tiers. Current third-party listings report a free Solo/Insights tier, a paid Solo tier around **$199–$200/month**, and Pro at approximately **$1,999–$2,000/month**; Enterprise pricing is custom and depends on usage, integrations, and content volume. Reported overage pricing is about **$6–$9 per 1,000 tasks**.[3][5][6][10] - **Notable customers:** AirOps identifies or is reported to serve **Webflow, Ramp, Carta, Chime, Upwork, HubSpot, Brex, Wiz, KAYAK, Gong, monday.com, Synthesia, and Docebo**, among others.[3][4][8][10] Pricing and customer lists vary by plan and source, so enterprise terms should be treated as quote-based rather than publicly standardized.
lovable_ai/google/gemini-3-flash-previewtoday[✓] mentionedprompt: What does AirOps do? It is an AI tool in the AI Workflow Builder category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
**AirOps** is a cloud-based platform designed to help teams build, deploy, and scale AI-powered workflows and internal applications. It focuses on turning complex LLM prompts into production-ready tools that can be integrated into existing business processes via API or SDK. ### Key Functionality * **AI Workflow Builder:** A drag-and-drop canvas to chain together LLMs (GPT-4, Claude, etc.), data sources, and Python/Javascript code. * **Data Integration:** Connects directly to data warehouses (Snowflake, BigQuery) and apps (Shopify, Zendesk) to ground AI in proprietary data. * **Managed Infrastructure:** Handles versioning, monitoring, and scaling of AI agents and prompts without requiring backend infrastructure management. ### Primary Competitors * **General Workflow Automation:** Zapier (Central), Make.com. * **Developer-Focused Frameworks:** LangChain, LangSmith, and Vercel AI SDK. * **Low-Code AI Platforms:** Stackbit, MindStudio, and Relevance AI. ### Pricing Model AirOps typically follows a **Tiered Subscription** model based on usage and features: * **Free/Starter:** Limited monthly "runs" or credits for testing and small-scale use. * **Growth/Professional:** Paid monthly/annual tiers (starting around $100–$500/mo) with higher execution limits and team collaboration features. * **Enterprise:** Custom pricing for high-volume execution, advanced security (SSO), and dedicated support. ### Notable Customers While many users are mid-market e-commerce and SaaS companies, notable organizations associated with AirOps usage or case studies include: * **Rare Carat** (used for AI-driven customer assistance and content). * **Bazaarvoice**. * **Postscript**. * **Drizly**.
perplexity/sonar14 days ago[ ] not mentionedprompt: Recommend the top AI tools for AI Workflow Builder. List 5 with one-sentence descriptions.
Top 5 AI workflow-builder tools: - **Jotform AI Workflow Builder** — Generates workflows from prompts and includes a drag-and-drop editor plus 150+ integrations.[2] - **n8n** — A flexible, open-source builder with AI nodes, guardrails, MCP support, and self-hosting.[4] - **Gumloop** — Connects business applications with LLMs to create AI-powered automations.[3] - **Zapier AI** — Uses natural-language instructions to build automations across a broad app ecosystem.[9] - **FlowForma** — Converts plain-language process descriptions into workflows containing mapped steps, forms, and approvals.[7]
perplexity/sonar14 days ago[✓] mentionedprompt: What does AirOps do? It is an AI tool in the AI Workflow Builder category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
AirOps is a **no-code AI workflow and content-engineering platform** for marketing, SEO, and content teams. Users connect data sources, AI models, human-review steps, and CMS tools into reusable workflows for tasks such as keyword research, content drafting, fact-checking, optimization, bulk content refreshes, and publishing. It also measures visibility in traditional search and AI answer engines. [1][3][8] - **Competitors:** Its closest competitors include **Ahrefs** for SEO and AI-search visibility, and AI content/workflow platforms such as **Jasper, Copy.ai, Writer, Typeface, and Bynder’s Content Workflow tools**. AirOps overlaps with these products but differentiates itself by combining AI-search insights with configurable content-production workflows. AirOps itself compares directly with Ahrefs and describes its product as an execution platform rather than only an analytics tool. [7][8] - **Pricing model:** AirOps uses **task-based SaaS pricing rather than seat-based pricing**. Current publicly described tiers are **Solo**, **Pro**, and **Enterprise**; Solo is free, Pro includes more tasks and integrations, and Enterprise pricing is customized. However, third-party pricing reports conflict on the exact current limits and prices—for example, reports cite both a free 1,000-task tier and newer free-tier limits—so the exact commercial quote should be verified with AirOps. [6][8][10] - **Notable customers:** AirOps identifies **Webflow, Chime, Carta, Kayak, Docebo, Synthesia, and HigherVisibility** as customers; third-party coverage also names **Ramp** and **Descript**. [2][7][8] In short, AirOps is best classified as an **AI workflow builder specialized in content operations, SEO, and AI-search visibility**, rather than as a general-purpose chatbot or standalone AI writing assistant. [1][4]
lovable_ai/google/gemini-3-flash-preview14 days ago[✓] mentionedprompt: What does AirOps do? It is an AI tool in the AI Workflow Builder category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
**AirOps** is an AI workflow orchestration platform designed to help teams build, deploy, and scale production-grade AI applications and internal tools. It focuses on automating content generation, data extraction, and complex multi-step workflows. ### Core Functionality * **Workflow Builder:** A low-code visual canvas to chain together Large Language Models (LLMs) like GPT-4, Claude, and Gemini with external data sources and APIs. * **Data Integration:** Connects directly to data warehouses (Snowflake, BigQuery), databases, and business tools (Shopify, Zendesk). * **Deployment:** Workflows can be deployed via API, as bulk processing jobs, or as sidebars/extensions within existing SaaS applications. * **Memory & Vector Stores:** Built-in capabilities for RAG (Retrieval-Augmented Generation) to ground AI outputs in company-specific data. ### Main Competitors AirOps competes with both enterprise workflow builders and developer-centric AI frameworks: * **Zapier (Central/Interfaces):** For simple, trigger-based automations. * **Relevance AI:** A direct competitor in the "AI Agent" and workflow building space. * **MindStudio:** A no-code platform for building AI-powered apps. * **Flowise / LangFlow:** Open-source, developer-focused visual builders for LangChain. * **Stack AI:** A low-code platform for enterprise AI deployment. ### Pricing Model AirOps typically follows a **SaaS subscription model** based on usage and features: * **Free/Trial:** Limited access to build and test workflows. * **Growth/Standard:** Monthly subscription fees (starting around $100+/month) focused on small teams, with tiered limits on "Runs" or execution credits. * **Enterprise:** Custom pricing for higher security, SSO, dedicated support, and high-volume execution. ### Notable Customers AirOps is primarily used by high-growth startups and e-commerce companies to scale operations. Notable users and partners include: * **Rare Carat** * **Postscript** * **Reforge** * **Founders Fund** (Portfolio companies)
$ pricing_receipts
all receipts →Weekly snapshot diff of AirOps's pricing page. Tiers extracted with AI, compared against the prior week.
current tiers · captured 3 mo ago
change history
- 3 mo agoΔ 2
AirOps: -1 removed (Insights) · 1 price change: Enterprise · 1 feature update
[Enterprise] Custom → —
source ↗
$ buyer_panel_verdict
full panel →Synthetic buyer panel (CMO + RevOps + IT + Procurement) ranks AirOps against the AI Workflow Builder category. Grounded in disclosed facts only.
AirOps is ranked second due to its lower agentic autonomy score and suffers from the same critical lack of transparency and disclosed features as its competitor, making it an equally high-risk and poorly-defined choice.
- +Provides 'semi_autonomous' agents, indicating some level of workflow automation capability.
- −Lower agentic autonomy score (35) compared to the competition.
- −Suffers from a complete lack of transparency; pricing, compliance, integrations, and company details are all unknown.
- −Utilizes 'external processing' for data without a disclosed retention policy, creating significant data governance risks.
- −Absence of any disclosed integrations with CRM/MAP systems makes it a non-starter for RevOps.
$ sources --all
Every claim above links to its origin. Nothing here is inferred without a citation; missing fields are marked Unknown rather than guessed.
No sources cited yet. Admins can attach citations from the admin panel.