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Tool comparison
Both tools graded on the same fifteen criteria. The verdict lists the criteria where one tool leads the other by two points or more.
Verdict
Verdict
Whatagraph SEO Reporting Tool does not lead by two points on any criterion. Compare price and workflow fit.
Research depth
Discovery
How well the tool supports keyword, competitor, SERP, backlink, or market research before execution.
AirOps
Excellent research depth across AI-search visibility, competitors, citations, pages, prompts, content opportunities, and SEO data.
Read the full reviews: AirOps and Whatagraph SEO Reporting Tool.
The homepage and docs describe citation tracking, competitor intelligence, share of voice, prompts, Pages that combine AI search, Google Search Console and GA4 metrics, and content strategy research using search trends and competitor content.
Whatagraph SEO Reporting Tool
Aggregates SEO source data for reporting, but is not a full SEO research suite.
The SEO reporting page says it connects Search Console, Ahrefs, Semrush, GA4 and other SEO platforms and reports on rankings, traffic and backlinks: https://whatagraph.com/seo-reporting-tool
Keyword research quality for SEO content
Discovery
How well the tool identifies, qualifies, clusters, and prioritizes keywords specifically for SEO content creation.
AirOps
Useful for content opportunity and prompt-led strategy, but public pages show less classic keyword clustering depth than dedicated SEO suites.
The docs say AirOps supports content strategy and research using search trends, competitor content, and market opportunities, while the pricing and Insights pages focus more on prompts, pages, citations, and opportunities than traditional keyword databases.
Whatagraph SEO Reporting Tool
Weak, source-dependent keyword visibility; no native keyword-discovery workflow is described.
The official Semrush connector lists search terms and keyword-position metrics, but presents them as imported Semrush data: https://whatagraph.com/integrations/semrush
Content execution
Execution
How well the tool helps produce, optimize, or operationalize SEO content.
AirOps
Very strong content execution for AI-search and SEO workflows, including refresh, creation, brand governance, and review.
AirOps public pages describe content refresh automation, content creation, Playbooks, Grids, Brand Kits, Knowledge Bases, Quill, human-in-the-loop review, internal linking, outdated-content refreshes, key takeaways, structured data, and FAQ integration.
Whatagraph SEO Reporting Tool
No content briefs, writing, optimization recommendations or publishing are claimed.
The SEO product page describes connecting, blending, reporting, analyzing and sharing SEO data, with no content execution feature: https://whatagraph.com/seo-reporting-tool
Context gathering
Grounding
How well the tool gathers the business, competitor, SEO, internal, third-party, and custom API context needed for differentiated recommendations and content.
AirOps
Broad context gathering from SEO, AI-search, competitor, CMS, knowledge base, company context, data warehouse, and custom API surfaces.
The integrations page lists CMS, SEO data providers, knowledge bases, data warehouses, company context integrations, 40+ AI models, MCP, Brand Kits, Knowledge Bases, SSO, and role-based access; docs describe brand context and workspace context.
Whatagraph SEO Reporting Tool
Good cross-channel and custom-data context for reporting, not broad web/context research.
Whatagraph says users can blend Search Console with GA4, Ahrefs backlink data and cross-channel insights: https://whatagraph.com/seo-reporting-tool
AI-search / GEO
Visibility
How directly the tool helps teams improve visibility in AI answer engines and citation-oriented search journeys.
AirOps
Directly built for AI-search and AEO visibility across major answer engines.
The homepage positions AirOps for AI Search, Google, Gemini, Perplexity, Claude, and ChatGPT, and docs describe mention rates, citations, share of voice, prompt tracking, sentiment, community citations, and AI-search performance.
Whatagraph SEO Reporting Tool
No generative-engine optimization or AI-search visibility workflow is claimed.
The SEO page's AI claims are report creation, summaries and metric chat, not optimization for generative engines: https://whatagraph.com/seo-reporting-tool
GEO readiness
Visibility
How ready the tool is for generative engine optimization: answer-engine visibility, citation likelihood, AI-search prompt surfaces, and content structures that AI systems can use.
AirOps
Excellent GEO readiness because the product connects answer-engine measurement with citation-oriented content and offsite actions.
AirOps tracks citations and domains cited in AI responses, monitors prompts and share of voice, surfaces onsite and offsite opportunities, says content under three months old is more likely to be cited, and supports content refresh and creation workflows.
Whatagraph SEO Reporting Tool
No GEO (generative-engine optimization) readiness or citation/answer visibility feature is described.
The official SEO product page focuses on conventional SEO data sources and reporting and does not claim GEO readiness: https://whatagraph.com/seo-reporting-tool
Technical SEO
Diagnostics
How strong the tool is for crawling, audits, indexability, metadata, status codes, and technical site health.
AirOps
Moderate technical SEO support through content optimization and connected SEO data, but not primarily a crawler or audit suite.
The content creation page mentions technical SEO optimization, structured data, and SERP optimization, and integrations include SEO data providers, but public evidence did not show a native technical crawler, indexability audit, or site health module comparable to dedicated technical SEO tools.
Whatagraph SEO Reporting Tool
Limited technical signal through imported Search Console/index coverage data; no audit/crawl system.
The Google Search Console integration explicitly lists index coverage and average position among the data it analyzes: https://whatagraph.com/integrations/google-search-console
Publishing workflow
Operations
How well the tool moves work into CMS, publishing, approvals, or automated production workflows.
AirOps
Excellent publishing workflow with CMS import, content operations, review control, and bulk export.
The integrations page says AirOps connects to Webflow, WordPress, Contentful, Sanity, Ghost, Strapi, HubSpot and other CMSs, imports content libraries, refreshes content, exports back in one click, supports bulk operations, and lets teams control draft, staged, or published status.
Whatagraph SEO Reporting Tool
Automated report delivery is not an SEO content-publishing workflow.
Whatagraph automates marketing report creation and delivery; its official pages do not document CMS content publishing or editorial approvals. https://whatagraph.com/
Measurement & tracking
Measurement
How well the tool monitors rankings, content performance, visibility, or ongoing SEO progress.
AirOps
Strong measurement across AI visibility, citations, share of voice, prompts, pages, content updates, and impact loops.
Docs describe analytics for mention rate, citation rate, share of voice, sentiment, competitors, topics, personas, page performance, content updates, change detection, and an Insights API for dashboards and reporting.
Whatagraph SEO Reporting Tool
Strong reporting and monitoring layer across rankings, traffic, backlinks and blended marketing data.
The SEO page says it connects SEO platforms, blends their data, generates reports and provides AI answers/summaries; GSC also exposes impressions, clicks, CTR and average rank: https://whatagraph.com/seo-reporting-tool ; https://whatagraph.com/integrations/google-search-console
Team collaboration
Operations
How well the tool fits multi-person workflows, agencies, approvals, handoffs, and repeatable processes.
AirOps
Strong collaboration for content operations, especially on Pro and Enterprise plans, though detailed permissions are more enterprise-focused.
Pricing lists unlimited seats for Pro and Enterprise, collaboration functionality, live trainings, dedicated account management, SSO, role-based access on integrations pages, human-in-the-loop workflows, and project management integrations.
Whatagraph SEO Reporting Tool
Strong client-facing collaboration via white labeling, scheduled delivery, live links and shared AI chat.
The SEO page claims white-labeled reports, scheduled email, live links and exports; the MCP page says teams can self-serve plain-language queries: https://whatagraph.com/seo-reporting-tool ; https://whatagraph.com/mcp
Value accessibility
Buying
How easy it is for a team to reach value relative to pricing, setup complexity, and required expertise.
AirOps
Accessible trial entry, but real buying value likely depends on team maturity and undisclosed paid pricing.
The pricing page offers Start for Free and describes Solo and Pro limits, but exact ongoing prices are not publicly disclosed and several higher-value capabilities are custom or enterprise-oriented.
Whatagraph SEO Reporting Tool
A free trial is advertised, but the current paid offering is demo-led and enterprise-oriented.
The SEO page offers Start free trial, while pricing lists Max from $812/month billed annually and Prime as Custom: https://whatagraph.com/seo-reporting-tool ; https://whatagraph.com/pricing
Free tools
Buying
How useful the tool is before payment through free tools, free plans, trials, or public utilities.
AirOps
Meaningful free-start access is advertised, but the public free limits are plan-scoped rather than a broad standalone free toolset.
The homepage and pricing page show Start Free Trial or Start for Free, and Solo includes specific limits, but public pages do not disclose a permanent free plan price beyond structured entry limits.
Whatagraph SEO Reporting Tool
No standalone free SEO tool is claimed; only a trial CTA appears.
The SEO page contains a Start free trial CTA but does not describe a free-forever SEO tool: https://whatagraph.com/seo-reporting-tool
Estimated customer scale
Market proof
Estimated customer or user scale based on public claims, with source claims stored separately for auditability.
AirOps
Strong public market proof from named customer logos and case studies, but exact customer count is not disclosed.
AirOps displays customer logos including Monday.com, Webflow, Ramp, Carta, LegalZoom, Sprout Social, Gong, Sage, Chime, Apollo, Klaviyo, Glean, and case study outcomes such as Asana citation growth, Webflow AI-attributed signups, Carta citations, and Angi conversion lift.
Whatagraph SEO Reporting Tool
The company publishes a first-party 1,000+ customer/agency-and-brand claim, but no exact customer count.
Whatagraph states it is trusted by 1,000+ marketing agencies and brands around the world: https://whatagraph.com/
Agent readiness level
Automation
How ready the product is to operate as or inside an AI agent workflow, based on tracked subcriteria for autonomy, controls, integrations, memory, and evaluation.
AirOps
Highly agent-ready, with Quill, Playbooks, workflows, MCP, APIs, integrations, review loops, and durable brand context.
The homepage describes Quill as an AI agent captain, docs cover Playbooks, workflows, Brand Kits, workspace context, human review, MCP, and public APIs, and integrations connect CMS, PM, data, SEO, and knowledge systems.
Whatagraph SEO Reporting Tool
MCP is available for governed external AI querying; IQ Agents are still early access and scheduled workflows are described.
The MCP page says it connects Whatagraph to Claude, ChatGPT and MCP-compatible tools, while the IQ Agents page labels the product early access and describes scheduled/triggered work: https://whatagraph.com/mcp ; https://whatagraph.com/agents-waitlist
Ease of use and autonomous level
Automation
How easy it is for a team to reach useful outcomes, and how much work the product can perform autonomously after setup.
AirOps
High autonomy once configured, balanced by deliberate human review and setup needs for strategy, context, and integrations.
AirOps says Quill recommends Campaigns, drafts from strategy briefs, runs work through approvals, loops teams in at the right time, and executes repetitive tasks such as internal links, refreshes, and key takeaways, but setup and review remain important.
Whatagraph SEO Reporting Tool
High automation for data refresh, report generation and delivery, but agent actions are partly future/early-access.
The SEO page claims automatic connections, AI-built reports, scheduled delivery and AI summaries; the MCP page labels action-taking CREATE as coming soon: https://whatagraph.com/seo-reporting-tool ; https://whatagraph.com/mcp