HeyAmos vs Ranqo AI
Reviewed by MarTechRadar Research Desk. Pricing & entity snapshots verified Oct 27, 2026.
HeyAmos (Web SaaS) and Ranqo AI (Web SaaS) both compete in GEO Brand Tracking & LLM Rank Tracking. On pricing, HeyAmos lists Custom / enterprise pricing (no free plan disclosed), whereas Ranqo AI lists $49–$149/mo · Enterprise plan (free trial). Technically, HeyAmos is rated L2 · Workflow copilot with a 2.5/5.0 (Workflow-embedded) moat, while Ranqo AI is rated L2 · Workflow copilot with a 2.1/5.0 (Workflow-embedded) moat. Corporate profile: HeyAmos (founded 2026, HQ Singapore, $125K funding) vs. Ranqo AI (founded 2026, HQ San Francisco, California, United States). Verified by the MarTechRadar Research Desk (Oct 11, 2026 for HeyAmos; Oct 27, 2026 for Ranqo AI). At a 5-seat team baseline, HeyAmos starts at Custom quote vs Ranqo AI at ~$49/mo (base).
HeyAmos
Generative engine optimization and AI search tracking platform orchestrating LLM query analysis, citation discovery, and competitive sentiment monitoring.
5-User Team Cost: Custom quote (Custom / enterprise pricing) · Autonomy: L2 · Workflow copilot · Moat: 2.5/5.0 (Workflow-embedded)
Target fit: SEO Directors, Brand Strategy Leaders, Growth Marketers (Web SaaS)
Ranqo AI
Full-loop GEO and AI search visibility platform with multi-LLM prompt tracking, AI crawler analytics, page audits, and CMS publishing.
5-User Team Cost: ~$49/mo (base) ($49–$149/mo · Enterprise plan) · Autonomy: L2 · Workflow copilot · Moat: 2.1/5.0 (Workflow-embedded)
Target fit: B2B Marketers, Revenue Operations, Growth Teams (Web SaaS)
How HeyAmos and Ranqo AI differ
- Pricing model: HeyAmos is enterprise / quote, Ranqo AI is subscription.
- Ranqo AI publishes an entry price ($49–$149/mo · Enterprise plan); HeyAmos does not (Custom / enterprise pricing).
- Moat score: HeyAmos scores 2.5/5.0 vs. Ranqo AI at 2.1/5.0 (Workflow-embedded).
- Headquarters: HeyAmos in Singapore, Ranqo AI in San Francisco, California, United States.
- Funding stage: HeyAmos is Pre-seed; Ranqo AI is Bootstrapped.
- Audience: HeyAmos targets SEO Directors, Brand Strategy Leaders, Growth Marketers; Ranqo AI targets B2B Marketers, Revenue Operations, Growth Teams.
- Ecosystem stack: HeyAmos connects with Salesforce, HubSpot, WordPress; Ranqo AI connects with Google Analytics 4 (GA4).
Computed from the fields below. Only editor-verified ratings and vendor-sourced prices are compared.
When to choose HeyAmos vs Ranqo AI (and when to walk away)
Choose HeyAmos if
- Target ICP & Stack Fit: You operate as SEO Directors, Brand Strategy Leaders and Growth Marketers requiring a Web SaaS deployment for GEO, with verified ecosystem connectivity for Salesforce, HubSpot, WordPress.
- L2 Architecture & Defensibility: Proprietary multi-model prompt clustering pipelines, longitudinal visibility index calculation across conversational agents, and agentic remediation workflows under Agent Amos.
- Commercial Model Fit: Your procurement budget aligns with Custom / enterprise pricing.
Walk away from HeyAmos if
- Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (HeyAmos requires sales-gated custom quoting).
- Walk away if your workflow cannot tolerate stochastic answer variance: Model stochasticity and real-time retrieval variability create fluctuation in visibility scoring, requiring statistical confidence intervals rather than deterministic rank tracking.
- Walk away if synthetic query simulation is a deal-breaker for your team: Synthetic prompt batching cannot entirely capture authenticated user personalization, localized search contexts, or conversational memory states within private end-user chat sessions.
Choose Ranqo AI 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 Google Analytics 4 (GA4).
- L2 Architecture & Defensibility: Ranqo AI builds a defensible vertical moat in GEO Brand Tracking & LLM Rank Tracking through deep workflow integration, automated execution guardrails, and verified market traction.
- Commercial Model Fit: Your procurement budget aligns with $49–$149/mo · Enterprise plan and want trial evaluation before contract sign-off.
Walk away from Ranqo AI if
- Walk away if your workflow requires uncapped enterprise volume on the $49–$149/mo · Enterprise plan entry plan without upgrading tiers.
- Walk away if your workflow cannot tolerate multi-engine AI visibility & prompt intelligence: Tracks brand mentions, ranking positions, share of voice, and sentiment across ChatGPT, Perplexity, Gemini, Google AI Overviews, Claude, and Grok with country and regional segmentation.
- Walk away if visitor & AI crawler analytics is a deal-breaker for your team: Captures server-level and client-level visits from AI crawlers and answer engine referral links that standard GA4 implementations fail to attribute, measuring actual traffic driven by AI search.
Side-by-side facts
| Field | HeyAmos | Ranqo AI |
|---|---|---|
| Subtrack | GEO Brand Tracking & LLM Rank Tracking | GEO Brand Tracking & LLM Rank Tracking |
| Pricing | Custom / enterprise pricing | $49–$149/mo · Enterprise plan |
| Pricing model | Enterprise / quote | Subscription |
| Published pricing tiers | Enterprise / Custom (Custom quote) | Starter ($49/mo) · Pro ($149/mo) · Enterprise / Custom (Custom quote) |
| Free access | No free plan disclosed | Free trial |
| Enterprise plan | Yes | Yes |
| AI autonomy level | L2 · Workflow copilot | L2 · Workflow copilot |
| Moat tier & score | 2.5 / 5.0 · Workflow-embedded | 2.1 / 5.0 · Workflow-embedded |
| Delivery | Web SaaS | Web SaaS |
| Audience | SEO Directors, Brand Strategy Leaders, Growth Marketers | B2B Marketers, Revenue Operations, Growth Teams |
| Ecosystem integrations | Salesforce, HubSpot, WordPress | Google Analytics 4 (GA4) |
| Funding & backing | $125K · Backed by Antler | Bootstrapped |
| Company size | 2-10 employees | 2-10 employees |
| Founded | 2026 | 2026 |
| Headquarters | Singapore | San Francisco, California, United States |
| Fact-checked | MarTechRadar Research Desk, Oct 11, 2026 | MarTechRadar Research Desk, Oct 27, 2026 |
| Governance & docs | API & Docs ↗ · Privacy ↗ | — |
HeyAmos vs Ranqo AI: TCO & constraint stress test
Test how both tools behave under your team size, monthly budget ceiling, CRM ecosystem, and governance guardrails.
HeyAmos
High Deal-Risk · Constraint Mismatch- Opaque Enterprise Quoting vs. SMB/Mid-Market Budget: HeyAmos does not disclose a public self-serve floor (Custom / enterprise pricing). Buyers with a $800/mo cap face high sales-qualification friction.
- Sales-Gated Contract Terms: HeyAmos provides access through customized enterprise sales agreements rather than standardized self-serve tiers.
- Primary Operational Bottleneck: Stochastic Answer Variance: Model stochasticity and real-time retrieval variability create fluctuation in visibility scoring, requiring statistical confidence intervals rather than deterministic rank tracking.
Walk-Away Rule: Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (HeyAmos requires sales-gated custom quoting).
Negotiation Lever: Demand a 30- to 60-day paid pilot opt-out clause in the HeyAmos order form before signing a 12-month enterprise commitment.
Ranqo AI
Low Procurement Risk · Strong Fit- Published Self-Serve Entry Floor: Ranqo AI publishes a transparent entry point ($49–$149/mo · Enterprise plan) with a free trial for initial validation before committing.
- Tier Fit for 5-Seat Scale: Pro ($149/mo): Verified $149/mo Pro tier from vendor pricing schedule.
Walk-Away Rule: Walk away if your workflow requires uncapped enterprise volume on the $49–$149/mo · Enterprise plan entry plan without upgrading tiers.
Negotiation Lever: Validate exact quota thresholds (seats, credits, or API calls) included in Ranqo AI's $49–$149/mo · Enterprise plan tier before converting from monthly to annual billing.
Limitations
HeyAmos
Operational considerations and platform boundaries include: Stochastic Answer Variance: Model stochasticity and real-time retrieval variability create fluctuation in visibility scoring, requiring statistical confidence intervals rather than deterministic rank tracking.Full limitations in the HeyAmos review
Official vendor architectural differentiators & migration proof
To help buyers evaluate real-world switching costs, verified founders, solutions architects, and PMMs at both HeyAmos and Ranqo AI can submit up to 3 evidence-backed architectural differentiators or verified customer migration case studies.
Why teams choose HeyAmos over Ranqo AI
Work at HeyAmos? 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 HeyAmos Official Differentiators & Case Study →Why teams choose Ranqo AI over HeyAmos
Work at Ranqo AI? 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 Ranqo AI Official Differentiators & Case Study →Pricing notes & tier schedules
HeyAmos: Custom / enterprise pricing
HeyAmos provides access through customized enterprise sales agreements rather than standardized self-serve tiers. Commercial licensing is available on request through tailored enterprise sales quotes based on organizational scale, monitored query volumes, and seat allocation requirements.
- Enterprise / Custom (Custom quote, 15–50+ seats (Enterprise SLA)): Sales-negotiated annual contract for custom volume, SSO/RBAC governance, and dedicated SLA.
- Stochastic Answer Variance: Model stochasticity and real-time retrieval variability create fluctuation in visibility scoring, requiring statistical confidence intervals rather than deterministic rank tracking.
- Synthetic Query Simulation: Synthetic prompt batching cannot entirely capture authenticated user personalization, localized search contexts, or conversational memory states within private end-user chat sessions.
Ranqo AI: $49–$149/mo · Enterprise plan
Ranqo AI offers transparent self-serve pricing (`https://ranqo.ai/pricing`) starting with a 7-day free trial (no credit card required, 20% discount on annual billing): Starter at `$49/month` (3 AI engines, 25 prompts tracked, 1 brand, 10 page audits/month, 5 AI articles/month, 1 CMS connection, and 90-day AI traffic history), Pro at `$149/month` (4 AI engines including Google AI Overviews, 100 prompts tracked, 3 brands, 50 page audits/month, 20 AI articles/month, 3 CMS connections, and 180-day history), and Custom Business or Agency plans covering all 6 AI engines and 5 to 25+ client brands.
- Starter ($49/mo, 1–2 seats): Verified $49/mo Starter tier from vendor pricing schedule.
- Pro ($149/mo, 5 seats): Verified $149/mo Pro 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.
- Credit & Usage Burn Multiplier: Workflows on Ranqo AI 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.
- Multi-Engine AI Visibility & Prompt Intelligence: Tracks brand mentions, ranking positions, share of voice, and sentiment across ChatGPT, Perplexity, Gemini, Google AI Overviews, Claude, and Grok with country and regional segmentation.
Frequently asked questions: HeyAmos vs Ranqo AI
How does HeyAmos pricing compare to Ranqo AI in 2026?
HeyAmos is listed at Custom / enterprise pricing (enterprise / quote, no free plan disclosed), whereas Ranqo AI is listed at $49–$149/mo · Enterprise plan (subscription, free trial).
How do HeyAmos and Ranqo AI compare on AI autonomy and moat depth?
On the MarTechRadar L1–L5 scale, HeyAmos is rated L2 · Workflow copilot with a Workflow-embedded moat (2.5/5.0), while Ranqo AI is rated L2 · Workflow copilot with a Workflow-embedded moat (2.1/5.0).
Which teams are HeyAmos and Ranqo AI built for?
HeyAmos is a Web SaaS product in GEO Brand Tracking & LLM Rank Tracking designed for SEO Directors, Brand Strategy Leaders, Growth Marketers. Ranqo AI 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 HeyAmos vs Ranqo AI?
For HeyAmos: Operational considerations and platform boundaries include: Stochastic Answer Variance: Model stochasticity and real-time retrieval variability create fluctuation in visibility scoring, requiring statistical confidence intervals rather than deterministic rank tracking.
What are the hidden TCO drivers and contract negotiation levers for HeyAmos vs Ranqo AI?
For HeyAmos: Stochastic Answer Variance (Model stochasticity and real-time retrieval variability create fluctuation in visibility scoring, requiring statistical confidence intervals rather than deterministic rank tracking.) Negotiation lever: Demand a 30- to 60-day paid pilot opt-out clause in the HeyAmos order form before signing a 12-month enterprise commitment. For Ranqo AI: Credit & Usage Burn Multiplier (Workflows on Ranqo AI 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 Ranqo AI's $49–$149/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.