Qwairy vs Ranketta
Reviewed by MarTechRadar Research Desk. Pricing & entity snapshots verified Oct 27, 2026.
Qwairy (Cloud SaaS Platform) and Ranketta (Web SaaS) both compete in GEO Brand Tracking & LLM Rank Tracking. On pricing, Qwairy lists $74–$5,190/mo · Enterprise plan (no free plan disclosed), whereas Ranketta lists €29–€449/mo · Enterprise plan (no free plan disclosed). Technically, Qwairy is rated L2 · Workflow copilot with a 2.2/5.0 (Workflow-embedded) moat, while Ranketta is rated L2 · Workflow copilot with a 2.4/5.0 (Workflow-embedded) moat. Corporate profile: Qwairy (founded 2024, HQ Paris, Ile-de-France, France) vs. Ranketta (founded 2025, HQ Brno, Jihomoravsky kraj, Czech Republic, €1M funding). Verified by the MarTechRadar Research Desk (Oct 26, 2026 for Qwairy; Oct 27, 2026 for Ranketta). At a 5-seat team baseline, Qwairy starts at ~$89/mo (base) vs Ranketta at ~€29/mo.
Qwairy
Generative Engine Optimization (GEO) platform monitoring and improving brand visibility, citations, and sentiment across 18+ AI search engines.
5-User Team Cost: ~$89/mo (base) ($74–$5,190/mo · Enterprise plan) · Autonomy: L2 · Workflow copilot · Moat: 2.2/5.0 (Workflow-embedded)
Target fit: B2B Marketing, Growth & Revenue Teams (Cloud SaaS Platform)
Ranketta
AI search visibility and agentic commerce merchandising platform helping e-commerce and D2C brands get individual SKUs recommended by AI assistants.
5-User Team Cost: ~€29/mo (€29–€449/mo · Enterprise plan) · Autonomy: L2 · Workflow copilot · Moat: 2.4/5.0 (Workflow-embedded)
Target fit: B2B Marketers, Revenue Operations, Growth Teams (Web SaaS)
How Qwairy and Ranketta differ
- Delivery: Qwairy is a Cloud SaaS Platform product; Ranketta is a Web SaaS product.
- Qwairy was founded earlier (2024) than Ranketta (2025).
- Headquarters: Qwairy in Paris, Ile-de-France, France, Ranketta in Brno, Jihomoravsky kraj, Czech Republic.
- Funding stage: Qwairy is Seed; Ranketta is Pre-seed.
- Audience: Qwairy targets B2B Marketing, Growth & Revenue Teams; Ranketta targets B2B Marketers, Revenue Operations, Growth Teams.
- Ecosystem stack: Qwairy connects with Looker, Model Context Protocol (MCP); Ranketta connects with Shopify, Google Analytics 4 (GA4), Google Search Console, Looker.
Computed from the fields below. Only editor-verified ratings and vendor-sourced prices are compared.
When to choose Qwairy vs Ranketta (and when to walk away)
Choose Qwairy if
- Target ICP & Stack Fit: You operate as B2B Marketing and Growth & Revenue Teams requiring a Cloud SaaS Platform deployment for GEO, with verified ecosystem connectivity for Looker, Model Context Protocol (MCP).
- L2 Architecture & Defensibility: Qwairy establishes a differentiated European and global GEO moat by combining UI-plus-API tracking across 18 AI engines (including ChatGPT, Google AI Overviews, Perplexity, Claude, and Asian LLMs), MCP server access, Crawler Analytics, and a 4.7-star G2 rating across 51 reviews.
- Commercial Model Fit: Your procurement budget aligns with $74–$5,190/mo · Enterprise plan.
Walk away from Qwairy if
- Walk away if your workflow requires uncapped enterprise volume on the $74–$5,190/mo · Enterprise plan entry plan without upgrading tiers.
- Walk away if your workflow cannot tolerate primary operational trade-off: In practical enterprise deployments, the primary trade-off is that while UI-level tracking for core engines is included across all plans, programmatic API model tracking (such as Mistral, Qwen, Kimi, GLM, and MiniMax APIs), white-label custom domains, and SSO are reserved for Enterprise contracts, and AI Crawler Analytics plus Looker Studio require the Business tier ($519/month).
- Walk away if functional scope boundary is a deal-breaker for your team: Qwairy is not built for traditional backlink PBN buying, paid PPC bid automation, or outbound B2B cold calling.
Choose Ranketta if
- Target ICP & Stack Fit: You operate as B2B Marketers, Revenue Operations and Growth Teams requiring a Web SaaS deployment for GEO, with verified ecosystem connectivity for Shopify, Google Analytics 4 (GA4), Google Search Console, Looker.
- L2 Architecture & Defensibility: Ranketta commands a strong e-commerce GEO moat by measuring AI visibility at the individual SKU and product-catalog level across ChatGPT Shopping, Perplexity Shopping, Alexa, and Meta Muse, backed by €1M in Pre-Seed funding from Lighthouse Ventures and Gi21 Capital.
- Commercial Model Fit: Your procurement budget aligns with €29–€449/mo · Enterprise plan.
Walk away from Ranketta if
- Walk away if your workflow requires uncapped enterprise volume on the €29–€449/mo · Enterprise plan entry plan without upgrading tiers.
- Walk away if your workflow cannot tolerate primary operational trade-off: In practical enterprise deployments, the primary trade-off is that the entry €29/month Tracker plan monitors 2 standard AI models without catalog Merchandising or monthly content credits, requiring e-commerce teams that want active feed merchandising and premium models (such as Claude, Copilot, Grok, Amazon Alexa, and Meta Muse) to select the €79/month Starter, €199/month Growth, or €449/month Scale plan.
- Walk away if functional scope boundary is a deal-breaker for your team: Ranketta is not built for outbound B2B cold calling, traditional print media buying, or video avatar generation.
Side-by-side facts
| Field | Qwairy | Ranketta |
|---|---|---|
| Subtrack | GEO Brand Tracking & LLM Rank Tracking | GEO Brand Tracking & LLM Rank Tracking |
| Pricing | $74–$5,190/mo · Enterprise plan | €29–€449/mo · Enterprise plan |
| Pricing model | Subscription | Subscription |
| Published pricing tiers | Starter ($89/mo) · Growth ($229/mo) · Business ($519/mo) · Enterprise / Custom (Custom quote) | Enterprise / Custom (Custom quote) |
| Free access | No free plan disclosed | No free plan disclosed |
| Enterprise plan | Yes | Yes |
| AI autonomy level | L2 · Workflow copilot | L2 · Workflow copilot |
| Moat tier & score | 2.2 / 5.0 · Workflow-embedded | 2.4 / 5.0 · Workflow-embedded |
| Delivery | Cloud SaaS Platform | Web SaaS |
| Audience | B2B Marketing, Growth & Revenue Teams | B2B Marketers, Revenue Operations, Growth Teams |
| Ecosystem integrations | Looker, Model Context Protocol (MCP) | Shopify, Google Analytics 4 (GA4), Google Search Console, Looker, Model Context Protocol (MCP) |
| Funding & backing | Seed | €1M · Backed by Lighthouse Ventures, Gi21 Capital |
| Founders | — | Vojtech Oravec |
| Company size | 2-10 employees | 2-10 employees |
| Founded | 2024 | 2025 |
| Headquarters | Paris, Ile-de-France, France | Brno, Jihomoravsky kraj, Czech Republic |
| Fact-checked | MarTechRadar Research Desk, Oct 26, 2026 | MarTechRadar Research Desk, Oct 27, 2026 |
Qwairy vs Ranketta: TCO & constraint stress test
Test how both tools behave under your team size, monthly budget ceiling, CRM ecosystem, and governance guardrails.
Qwairy
Low Procurement Risk · Strong Fit- Published Self-Serve Entry Floor: Qwairy publishes a transparent entry point ($74–$5,190/mo · Enterprise plan) for initial validation before committing.
- Tier Fit for 5-Seat Scale: Growth ($229/mo): Verified $229/mo Growth tier from vendor pricing schedule.
- Primary Operational Bottleneck: Primary Operational Trade-Off: In practical enterprise deployments, the primary trade-off is that while UI-level tracking for core engines is included across all plans, programmatic API model tracking (such as Mistral, Qwen, Kimi, GLM, and MiniMax APIs), white-label custom domains, and SSO are reserved for Enterprise contracts, and AI Crawler Analytics plus Looker Studio require the Business tier ($519/month).
Walk-Away Rule: Walk away if your workflow requires uncapped enterprise volume on the $74–$5,190/mo · Enterprise plan entry plan without upgrading tiers.
Negotiation Lever: Validate exact quota thresholds (seats, credits, or API calls) included in Qwairy's $74–$5,190/mo · Enterprise plan tier before converting from monthly to annual billing.
Ranketta
Conditional Fit · Contract & Stack Caveats- Opaque Enterprise Quoting vs. SMB/Mid-Market Budget: Ranketta does not disclose a public self-serve floor (€29–€449/mo · Enterprise plan). Buyers with a $800/mo cap face high sales-qualification friction.
- Published Self-Serve Entry Floor: Ranketta publishes a transparent entry point (€29–€449/mo · Enterprise plan) for initial validation before committing.
- Primary Operational Bottleneck: Deployment & Governance Considerations: Additionally, large multi-country retailers tracking more than 300 prompts per model across 10+ AI models and custom product feeds must engage on a custom Enterprise contract.
Walk-Away Rule: Walk away if your workflow requires uncapped enterprise volume on the €29–€449/mo · Enterprise plan entry plan without upgrading tiers.
Negotiation Lever: Validate exact quota thresholds (seats, credits, or API calls) included in Ranketta's €29–€449/mo · Enterprise plan tier before converting from monthly to annual billing.
Limitations
Qwairy
Operational considerations and platform boundaries include: Primary Operational Trade-Off: In practical enterprise deployments, the primary trade-off is that while UI-level tracking for core engines is included across all plans, programmatic API model tracking (such as Mistral, Qwen, Kimi, GLM, and MiniMax APIs), white-label custom domains, and SSO are reserved for Enterprise contracts, and AI Crawler Analytics plus Looker Studio require the Business tier ($519/month).Full limitations in the Qwairy review
Ranketta
Operational considerations and platform boundaries include: Primary Operational Trade-Off: In practical enterprise deployments, the primary trade-off is that the entry €29/month Tracker plan monitors 2 standard AI models without catalog Merchandising or monthly content credits, requiring e-commerce teams that want active feed merchandising and premium models (such as Claude, Copilot, Grok, Amazon Alexa, and Meta Muse) to select the €79/month Starter, €199/month Growth, or €449/month Scale plan.Full limitations in the Ranketta review
Official vendor architectural differentiators & migration proof
To help buyers evaluate real-world switching costs, verified founders, solutions architects, and PMMs at both Qwairy and Ranketta can submit up to 3 evidence-backed architectural differentiators or verified customer migration case studies.
Why teams choose Qwairy over Ranketta
Work at Qwairy? Verify your official domain email to publish 3 technical differentiators, migration benchmarks, or a head-to-head buyer sandbox offer on this comparison page:
+ Submit Qwairy Official Differentiators & Case Study →Why teams choose Ranketta over Qwairy
Work at Ranketta? Verify your official domain email to publish 3 technical differentiators, migration benchmarks, or a head-to-head buyer sandbox offer on this comparison page:
+ Submit Ranketta Official Differentiators & Case Study →Pricing notes & tier schedules
Qwairy: $74–$5,190/mo · Enterprise plan
Starter at $89/mo ($74/mo billed $890 annually), Growth at $229/mo ($190/mo billed $2,290 annually), Business at $519/mo ($432/mo billed $5,190 annually), Custom Enterprise.
- Starter ($89/mo, 1–2 seats): Verified $89/mo Starter tier from vendor pricing schedule.
- Growth ($229/mo, 5 seats): Verified $229/mo Growth tier from vendor pricing schedule.
- Business ($519/mo, 15 seats): Verified $519/mo Business tier from vendor pricing schedule.
- Enterprise / Custom (Custom quote, 15–50+ seats (Enterprise SLA)): Sales-negotiated annual contract for custom volume, SSO/RBAC governance, and dedicated SLA.
- Annual Billing Headline vs. Monthly Premium: Headline entry rates reflect annual billing commitments; month-to-month flexibility carries a higher effective monthly rate or requires annual prepayment.
- Credit & Usage Burn Multiplier: Workflows on Qwairy consume metered credits or usage quotas; voice/media minutes, multi-step synthesis, or high-frequency runs can exhaust base allocations and trigger mid-cycle top-up packs.
Ranketta: €29–€449/mo · Enterprise plan
Tracker at €29/month (2 AI models, 30 prompts/model), Starter at €79/month (3 AI models, 50 prompts/model, Merchandising, 5k credits), Growth at €199/month (4 AI models, 100 prompts/model, 15k credits), Scale at €449/month (5 AI models, 300 prompts/model, 45k credits), and Custom Enterprise; extra credits at €50/mo per 50k credits (€1/1k).
- Enterprise / Custom (Custom quote, Unlimited seats (Enterprise SLA)): Sales-negotiated annual contract for custom volume, SSO/RBAC governance, and dedicated SLA.
- Credit & Usage Burn Multiplier: Workflows on Ranketta consume metered credits or usage quotas; voice/media minutes, multi-step synthesis, or high-frequency runs can exhaust base allocations and trigger mid-cycle top-up packs.
- Primary Operational Trade-Off: In practical enterprise deployments, the primary trade-off is that the entry €29/month Tracker plan monitors 2 standard AI models without catalog Merchandising or monthly content credits, requiring e-commerce teams that want active feed merchandising and premium models (such as Claude, Copilot, Grok, Amazon Alexa, and Meta Muse) to select the €79/month Starter, €199/month Growth, or €449/month Scale plan.
Frequently asked questions: Qwairy vs Ranketta
How does Qwairy pricing compare to Ranketta in 2026?
Qwairy is listed at $74–$5,190/mo · Enterprise plan (subscription, no free plan disclosed), whereas Ranketta is listed at €29–€449/mo · Enterprise plan (subscription, no free plan disclosed).
How do Qwairy and Ranketta compare on AI autonomy and moat depth?
On the MarTechRadar L1–L5 scale, Qwairy is rated L2 · Workflow copilot with a Workflow-embedded moat (2.2/5.0), while Ranketta is rated L2 · Workflow copilot with a Workflow-embedded moat (2.4/5.0).
Which teams are Qwairy and Ranketta built for?
Qwairy is a Cloud SaaS Platform product in GEO Brand Tracking & LLM Rank Tracking designed for B2B Marketing, Growth & Revenue Teams. Ranketta is a Web SaaS product in GEO Brand Tracking & LLM Rank Tracking designed for B2B Marketers, Revenue Operations, Growth Teams.
What are the main limitations of Qwairy vs Ranketta?
For Qwairy: Operational considerations and platform boundaries include: Primary Operational Trade-Off: In practical enterprise deployments, the primary trade-off is that while UI-level tracking for core engines is included across all plans, programmatic API model tracking (such as Mistral, Qwen, Kimi, GLM, and MiniMax APIs), white-label custom domains, and SSO are reserved for Enterprise contracts, and AI Crawler Analytics plus Looker Studio require the Business tier ($519/month). For Ranketta: Operational considerations and platform boundaries include: Primary Operational Trade-Off: In practical enterprise deployments, the primary trade-off is that the entry €29/month Tracker plan monitors 2 standard AI models without catalog Merchandising or monthly content credits, requiring e-commerce teams that want active feed merchandising and premium models (such as Claude, Copilot, Grok, Amazon Alexa, and Meta Muse) to select the €79/month Starter, €199/month Growth, or €449/month Scale plan.
What are the hidden TCO drivers and contract negotiation levers for Qwairy vs Ranketta?
For Qwairy: Annual Billing Headline vs. Monthly Premium (Headline entry rates reflect annual billing commitments; month-to-month flexibility carries a higher effective monthly rate or requires annual prepayment.) Negotiation lever: Validate exact quota thresholds (seats, credits, or API calls) included in Qwairy's $74–$5,190/mo · Enterprise plan tier before converting from monthly to annual billing. For Ranketta: Credit & Usage Burn Multiplier (Workflows on Ranketta consume metered credits or usage quotas; voice/media minutes, multi-step synthesis, or high-frequency runs can exhaust base allocations and trigger mid-cycle top-up packs.) Negotiation lever: Validate exact quota thresholds (seats, credits, or API calls) included in Ranketta's €29–€449/mo · Enterprise plan tier before converting from monthly to annual billing.
Excerpts are quoted verbatim from each fact-checked review. Last updated Oct 27, 2026.