HeyAmos vs Opttab
Reviewed by MarTechRadar Research Desk. Pricing & entity snapshots verified Oct 27, 2026.
HeyAmos (Web SaaS) and Opttab (Web SaaS) both compete in GEO Brand Tracking & LLM Rank Tracking. On pricing, HeyAmos lists Custom / enterprise pricing (no free plan disclosed), whereas Opttab lists Free plan · $25–$415/mo · Enterprise plan (free plan). Technically, HeyAmos is rated L2 · Workflow copilot with a 2.5/5.0 (Workflow-embedded) moat, while Opttab is rated L2 · Workflow copilot with a 2.1/5.0 (Workflow-embedded) moat. Corporate profile: HeyAmos (founded 2026, HQ Singapore, $125K funding) vs. Opttab (founded 2025, HQ Amsterdam, Noord-Holland, The Netherlands). Verified by the MarTechRadar Research Desk (Oct 11, 2026 for HeyAmos; Oct 27, 2026 for Opttab). At a 5-seat team baseline, HeyAmos starts at Custom quote vs Opttab at ~$25/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)
Opttab
Generative Engine Optimization (GEO) platform that tracks brand visibility across 8 AI search models and generates citation-ready content.
5-User Team Cost: ~$25/mo (base) (Free plan · $25–$415/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 Opttab differ
- Pricing model: HeyAmos is enterprise / quote, Opttab is freemium.
- Opttab publishes an entry price (Free plan · $25–$415/mo · Enterprise plan); HeyAmos does not (Custom / enterprise pricing).
- Opttab has a free plan; none is recorded for HeyAmos.
- Moat score: HeyAmos scores 2.5/5.0 vs. Opttab at 2.1/5.0 (Workflow-embedded).
- Opttab was founded earlier (2025) than HeyAmos (2026).
- Headquarters: HeyAmos in Singapore, Opttab in Amsterdam, Noord-Holland, The Netherlands.
- Funding stage: HeyAmos is Pre-seed; Opttab is Bootstrapped.
- Company headcount: HeyAmos is 2-10 employees; Opttab is 11-50 employees.
- Audience: HeyAmos targets SEO Directors, Brand Strategy Leaders, Growth Marketers; Opttab targets B2B Marketers, Revenue Operations, Growth Teams.
Computed from the fields below. Only editor-verified ratings and vendor-sourced prices are compared.
When to choose HeyAmos vs Opttab (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 Opttab if
- Target ICP & Stack Fit: You operate as B2B Marketers, Revenue Operations and Growth Teams requiring a Web SaaS deployment for GEO.
- L2 Architecture & Defensibility: Opttab 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 Free plan · $25–$415/mo · Enterprise plan and want a self-serve free tier for zero-cost initial validation.
Walk away from Opttab if
- Walk away if your workflow requires uncapped enterprise volume on the Free plan · $25–$415/mo · Enterprise plan entry plan without upgrading tiers.
- Walk away if your workflow cannot tolerate multi-llm prompt & brand mention tracking: Monitors up to hundreds of buyer-intent prompts across up to 8 major AI models, tracking brand mention frequency, average recommendation rank, sentiment polarity, and share of voice against competitors.
- Walk away if citation source & domain authority analysis is a deal-breaker for your team: Maps the exact third-party publications, Reddit threads, review sites, and owned documentation URLs that LLMs cite when answering category queries, revealing high-leverage digital PR and content targets.
Side-by-side facts
| Field | HeyAmos | Opttab |
|---|---|---|
| Subtrack | GEO Brand Tracking & LLM Rank Tracking | GEO Brand Tracking & LLM Rank Tracking |
| Pricing | Custom / enterprise pricing | Free plan · $25–$415/mo · Enterprise plan |
| Pricing model | Enterprise / quote | Freemium |
| Published pricing tiers | Enterprise / Custom (Custom quote) | Free / Sandbox ($0) · Lite ($25/mo) · Starter ($84/mo) · Enterprise / Custom (Custom quote) |
| Free access | No free plan disclosed | Free plan |
| 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 | — |
| Funding & backing | $125K · Backed by Antler | Bootstrapped |
| Founders | — | Opttab Owner |
| Company size | 2-10 employees | 11-50 employees |
| Founded | 2026 | 2025 |
| Headquarters | Singapore | Amsterdam, Noord-Holland, The Netherlands |
| Fact-checked | MarTechRadar Research Desk, Oct 11, 2026 | MarTechRadar Research Desk, Oct 27, 2026 |
| Governance & docs | API & Docs ↗ · Privacy ↗ | — |
HeyAmos vs Opttab: 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.
Opttab
Low Procurement Risk · Strong Fit- Published Self-Serve Entry Floor: Opttab publishes a transparent entry point (Free plan · $25–$415/mo · Enterprise plan) with a free tier for initial validation before committing.
- Tier Fit for 5-Seat Scale: Starter ($84/mo): Verified $84/mo Starter tier from vendor pricing schedule.
Walk-Away Rule: Walk away if your workflow requires uncapped enterprise volume on the Free plan · $25–$415/mo · Enterprise plan entry plan without upgrading tiers.
Negotiation Lever: Validate exact quota thresholds (seats, credits, or API calls) included in Opttab's Free plan · $25–$415/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 Opttab can submit up to 3 evidence-backed architectural differentiators or verified customer migration case studies.
Why teams choose HeyAmos over Opttab
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 Opttab over HeyAmos
Work at Opttab? 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 Opttab 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.
Opttab: Free plan · $25–$415/mo · Enterprise plan
Opttab offers transparent tiered pricing (`https://opttab.com/pricing/`, with 2 months free on annual billing): Lite at `$25/month` (30 prompts tracked across ChatGPT and Gemini, 2 content generations/month, 10 Opttab Agent chats/month, 1 workspace, and unlimited users), Starter at `$84/month` (150 prompts tracked across 8 AI models, expanded content generations and Agent chats, and API & integrations), and Enterprise/Scale at `$415/month` for multi-workspace agencies and larger brand portfolios.
- Free / Sandbox ($0, Unlimited seats (capped credits)): Entry free tier with capped usage or feature quotas for initial workflow testing.
- Lite ($25/mo, Unlimited seats (Entry credits)): Verified $25/mo Lite tier from vendor pricing schedule.
- Starter ($84/mo, Unlimited seats (Growth credits)): Verified $84/mo Starter tier from vendor pricing schedule.
- Enterprise / Custom (Custom quote, Unlimited seats (Enterprise SLA)): Sales-negotiated annual contract for custom volume, SSO/RBAC governance, and dedicated SLA.
- Multi-LLM Prompt & Brand Mention Tracking: Monitors up to hundreds of buyer-intent prompts across up to 8 major AI models, tracking brand mention frequency, average recommendation rank, sentiment polarity, and share of voice against competitors.
- Citation Source & Domain Authority Analysis: Maps the exact third-party publications, Reddit threads, review sites, and owned documentation URLs that LLMs cite when answering category queries, revealing high-leverage digital PR and content targets.
Frequently asked questions: HeyAmos vs Opttab
How does HeyAmos pricing compare to Opttab in 2026?
HeyAmos is listed at Custom / enterprise pricing (enterprise / quote, no free plan disclosed), whereas Opttab is listed at Free plan · $25–$415/mo · Enterprise plan (freemium, free plan).
How do HeyAmos and Opttab 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 Opttab is rated L2 · Workflow copilot with a Workflow-embedded moat (2.1/5.0).
Which teams are HeyAmos and Opttab built for?
HeyAmos is a Web SaaS product in GEO Brand Tracking & LLM Rank Tracking designed for SEO Directors, Brand Strategy Leaders, Growth Marketers. Opttab 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 Opttab?
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 Opttab?
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 Opttab: Multi-LLM Prompt & Brand Mention Tracking (Monitors up to hundreds of buyer-intent prompts across up to 8 major AI models, tracking brand mention frequency, average recommendation rank, sentiment polarity, and share of voice against competitors.) Negotiation lever: Validate exact quota thresholds (seats, credits, or API calls) included in Opttab's Free plan · $25–$415/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.