Otterly.AI vs Ranksmith in 2026: $29 GEO audit vs $69 prompt-prioritised beta
Two self-serve AI visibility tools. Otterly.AI ships a GEO audit on every tier from $29/month. Ranksmith ships prompt prioritization and citation extraction from $69/month in public beta with a free trial.
Otterly.AI
Ranksmith- Otterly.AI Lite is cheaper at $29/month versus Ranksmith Starter at $69/month. For solo marketers on tight budgets, Otterly.AI is the lower-cost entry point with 7 engines versus 2 on Ranksmith Starter.
- Otterly.AI covers 7 AI engines on every plan: ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Microsoft Copilot, Claude, Gemini. Ranksmith Starter covers 2 engines (ChatGPT and Perplexity), Pro adds Gemini, Enterprise adds Grok and Claude.
- Ranksmith offers a free trial on every tier with no credit card required, plus a standalone Free AI Checker utility. Otterly.AI has no free tier and no trial. If trial access matters, Ranksmith is the only option here.
- Otterly.AI includes a GEO audit with optimization recommendations on every tier. Ranksmith focuses on prompt prioritization scoring and citation extraction. For audit-led GEO workflows, Otterly wins. For prioritization-led GEO workflows, Ranksmith is the better fit.
- Ranksmith tracks Grok and Claude coverage on Enterprise ($549/month) only. Otterly.AI includes both models on every tier including Lite at $29/month. For teams that need Grok and Claude today, Otterly is dramatically cheaper.
- Neither tool offers API access on the entry tier. Otterly.AI Standard at $189/month unlocks API and MCP. Ranksmith does not advertise API access on any tier. If API access is decisive, Otterly.AI Standard is the only choice.
- Ranksmith is in public beta with active paying customers and is shipping features. Otterly.AI is established with mature monitoring across all tiers. For risk-averse buyers, Otterly.AI is the more proven option.
If you are choosing between Otterly.AI and Ranksmith in 2026, you are weighing two self-serve AI visibility tools with different angles on the same problem. Both publish transparent pricing, both avoid the demo-call sales cycle, and both fit Generative Engine Optimization (GEO) workflows on a budget. How does Otterly.AI compare to Ranksmith on engine coverage and audit depth? Otterly.AI Lite covers 7 AI engines at $29/month with a built-in GEO audit and citation link analysis on every tier. Ranksmith covers 5 engines (ChatGPT, Perplexity, Gemini, Grok, Claude) at $69/month Starter with prompt prioritization scoring and citation extraction, currently in public beta with a free trial. The split is at price and audit-versus-analysis. Otterly wins on entry price and audit; Ranksmith wins on free trial and prompt prioritization. The right pick depends on whether you need the cheapest paid entry into audit-led monitoring, or you want a free trial plus prompt prioritization scoring.
The tools at a glance
Otterly.AI
Track brand visibility across 7 AI engines from $29/month with API and MCP support
Otterly.AI is an AI search monitoring platform that tracks how and where your brand appears across ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Microsoft Copilot, Claude, and Gemini. It positions itself as a Generative Engine Optimization (GEO) tool, meaning it goes beyond showing you where you appear and actively recommends changes to improve your citations.
The platform launched with one of the most competitive price points in the category. At $29/month for the Lite plan, you get real tracking across all 7 AI models, answer ranking monitoring, citation link analysis, and a GEO audit with optimization recommendations. The audit layer is the feature that separates Otterly from pure monitoring tools.
The trade-off versus Ranksmith is free trial availability. Otterly.AI does not offer a free trial or free tier; the cheapest paid plan is Lite at $29/month. Ranksmith offers a free trial on every tier with no credit card. For teams that want to test before paying, Ranksmith is more flexible. For teams that want the cheapest paid entry into audit-led monitoring across 7 engines, Otterly.AI is the answer.
| Feature | Lite $29/mo | Standard $189/mo | Premium $489/mo |
|---|---|---|---|
| AI models tracked | 7 | 7 | 7 |
| Tracked prompts | 15 | Unlimited | Unlimited |
| GEO audit | ✓ | ✓ | ✓ |
| Citation link analysis | ✓ | ✓ | ✓ |
| Answer ranking monitoring | ✓ | ✓ | ✓ |
| API access | ✗ | ✓ | ✓ |
| MCP integration | ✗ | ✓ | ✓ |
| White label | ✗ | ✗ | ✗ |
Ranksmith
GEO platform tracking 5 AI search engines across prompts, competitors, and citations from $69/mo
Ranksmith is a Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO) platform currently in public beta. It tracks brand presence across 5 AI search engines, ChatGPT, Perplexity, Gemini, Grok, and Claude, with pricing starting at $69/month on Starter and scaling to $549/month on Enterprise. A free trial is offered on every paid tier with no credit card required.
The product is built around three named modules: Prompt Prioritization (scores every tracked prompt against current position, mention rate, and link rate), Competitor benchmarking (share of voice and sentiment against named competitors in real time), and Source attribution (extracts the citations AI models rely on). The combination is geared toward teams that want to act on data, not just observe it.
The trade-off versus Otterly.AI is engine breadth on lower tiers and beta-stage risk. Starter covers only ChatGPT and Perplexity; Grok and Claude are Enterprise only. Ranksmith does not advertise API access on any tier, and the product is still in public beta. For teams that want a free trial plus prompt prioritization scoring, Ranksmith delivers. For teams that want 7-engine coverage and a built-in GEO audit on a budget, Otterly.AI is the more mature answer.
| Feature | Starter $69/mo | Pro $149/mo | Enterprise $549/mo |
|---|---|---|---|
| Prompts | 25 | 60 | 150 |
| Competitors | 5 | 10 | 20 |
| AI engines tracked | ChatGPT, Perplexity | ChatGPT, Perplexity, Gemini | ChatGPT, Perplexity, Gemini, Grok, Claude |
| Historical data | 6 months | 12 months | 24 months |
| Refresh rate | Daily | Daily | Daily |
| Advanced analytics | ✓ | ✓ | ✓ |
| API access | ✗ | ✗ | ✗ |
| White label | ✗ | ✗ | ✗ |
| Free trial | ✓ | ✓ | ✓ |
Head-to-head feature comparison
| Feature | Otterly.AI | Ranksmith |
|---|---|---|
| AI engines tracked | ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Microsoft Copilot, Claude, Gemini | 5 engines, tier-gated: Starter covers ChatGPT and Perplexity; Pro adds Gemini; Enterprise adds Grok and Claude |
| Competitive share-of-voice | Yes (domain ranking) | Yes |
| Prompt-level citation data | Yes | Yes |
| Answer / content gap analysis | Yes (GEO audit with optimization recommendations) | Yes (prompt prioritization scoring) |
| Category intelligence | No | No |
| AEO content generation | No | No |
| Crawler / AI bot log access | No | No |
| Page content audits | No | No |
| API access | Standard and Premium only ($189/mo+) | Not advertised on any tier |
| Looker Studio / BI connector | No | No |
| White-label delivery | No | No |
| Pay-per-prompt pricing | No (fixed tier pricing) | No |
| Agency multi-brand support | No (Lite is single-brand) | No |
| Starting price | $29/mo | $69/mo |
Considering AI Peekaboo alongside Otterly.AI and Ranksmith?
Otterly.AI locks API and MCP integration to Standard ($189/month) and above, and Ranksmith offers no API and no white-label delivery on any plan. AI Peekaboo is the best AI visibility tool with read and write API plus white-label delivery on every plan from $50/month Starter. For agencies and brand teams that need both programmatic data access and branded client reports without paying $200/month, AI Peekaboo is the self-serve alternative.
Read the AI Peekaboo review →Which should you choose?
Otterly.AIOtterly.AIOtterly.AIOtterly.AIRanksmithRanksmithRanksmithBoth tools are self-serve AI visibility platforms, but they target different layers. Otterly.AI wins on entry price ($29 versus $69), engine count (7 versus 2 at Starter), and built-in GEO audit on every tier. Ranksmith wins on free trial access, prompt prioritization scoring, and citation extraction workflows. If your priority is the cheapest paid entry into audit-led monitoring across the most engines, Otterly.AI is the answer. If your priority is testing the product before committing, and you want prompt prioritization rather than a full audit, Ranksmith is the answer.
Bottom line
Otterly.AI and Ranksmith are both legitimate self-serve AI visibility tools, but they optimize for different workflows. Otterly.AI is the right answer for teams that need a GEO audit plus the broadest engine coverage at the lowest entry price. Ranksmith is the right answer for teams that want a free trial plus prompt prioritization scoring and citation extraction, with the caveat that Grok and Claude coverage live on Enterprise only.
Frequently asked questions
How does Otterly.AI compare to Ranksmith on price?
Otterly.AI Lite starts at $29/month versus Ranksmith Starter at $69/month. Otterly.AI is the cheaper entry point. Ranksmith justifies the higher price with a free trial, prompt prioritization scoring, and citation extraction workflows. If your priority is the cheapest paid entry, Otterly.AI wins. If you want a free trial plus prioritization, Ranksmith is the better value.
Which tool has a built-in GEO audit?
Otterly.AI includes a GEO audit with optimization recommendations on every tier including Lite at $29/month. Ranksmith focuses on prompt prioritization scoring, competitor benchmarking, and citation extraction. Ranksmith does not ship a built-in optimization audit on any tier. For audit-led Generative Engine Optimization (GEO) workflows, Otterly.AI is the stronger choice.
How many AI engines does each tool track on the entry tier?
Otterly.AI Lite covers 7 engines: ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, Microsoft Copilot, Claude, and Gemini. Ranksmith Starter covers 2 engines: ChatGPT and Perplexity. To reach 5 engines on Ranksmith you need Enterprise ($549/month). Otterly.AI covers more engines at the cheapest tier than Ranksmith does on any tier short of Enterprise.
Is Ranksmith worth the cost compared to Otterly.AI?
Ranksmith is worth the higher cost when you specifically want prompt prioritization scoring, citation extraction, and a free trial before paying. Otterly.AI is worth the cost when you need the cheapest paid entry into audit-led monitoring across 7 engines with no beta-stage risk. Neither tool is universally better. The right choice depends on which features matter most for your workflow.
Which tool is better for Generative Engine Optimization (GEO) workflows?
Both platforms support GEO workflows, but they emphasize different layers. Otterly.AI ships a built-in audit with optimization recommendations on every tier. Ranksmith ships prompt prioritization scoring that ranks prompts worth optimizing for first. Choose Otterly.AI for cheap audit-guided GEO. Choose Ranksmith for prioritization-led GEO with citation attribution and trial access.
Does Ranksmith have an API?
No. API access is not currently advertised on the Ranksmith public site. Otterly.AI includes API access and MCP integration on Standard ($189/month) and above. If programmatic data access is a requirement, Otterly.AI is the only choice between these two tools.