Rankscale vs Ranksmith in 2026: 17-engine breadth at $20/mo vs published citation attribution at $69/mo
Two self-serve AI visibility trackers aimed at different ends of the buyer spectrum. One sells you coverage, the other sells you diagnostic depth.
Rankscale
Ranksmith- Rankscale tracks 17+ AI engines at every plan level starting from $20/month. Ranksmith tracks 5 engines (ChatGPT, Perplexity, Gemini, Grok, Claude) but gates Grok and Claude to its $549/month Enterprise plan.
- Ranksmith publishes Prompt Prioritization scoring that combines position, mention rate, and link rate across every tracked prompt. Rankscale does not publish a similar scoring framework.
- Ranksmith extracts the specific URLs AI models cite in their answers and attributes them to sources. Rankscale tracks brand citations but does not publish a citation source attribution layer.
- Rankscale starts at $20/month on Essentials. Ranksmith starts at $69/month on Starter. For solo marketers on a tight budget, the entry price difference is meaningful even before counting engine coverage.
- Neither Rankscale nor Ranksmith offers API access on standard plans. Rankscale unlocks API on Growth ($385/month); Ranksmith does not advertise API on any tier today.
- For Generative Engine Optimization (GEO) programmes where emerging engines like Grok and DeepSeek are part of the strategy, Rankscale has the wider model list at every price tier. Ranksmith requires Enterprise to cover those surfaces.
- Ranksmith is in public beta with published pricing and a free trial on every tier. Rankscale is a live paid product with a self-serve signup. Both avoid the sales-call procurement cycle.
How does Rankscale compare to Ranksmith if you are choosing an AI visibility tracker on a self-serve budget? That is the question most teams in this segment are asking in 2026, because both tools publish their pricing, both avoid sales-led procurement, and both target marketers who want Generative Engine Optimization (GEO) data without enterprise contracts. The split happens at the feature layer. Rankscale covers 17+ AI engines from a $20/month entry plan, putting Grok, DeepSeek, Mistral, and Google AI Mode on the dashboard at every tier. Ranksmith tracks 5 engines (ChatGPT, Perplexity, Gemini, Grok, Claude) and gates Grok and Claude to its $549/month Enterprise plan, but adds Prompt Prioritization scoring and citation source attribution that Rankscale does not publish. Both are real, shipping tools with self-serve signups. The right pick depends on whether you need model breadth on a starter budget or attribution depth with a higher floor.
The tools at a glance
Rankscale
Track brand citations across 17+ AI engines with affordable self-serve plans
Rankscale is an AI visibility tracker that monitors brand citations across more than 17 AI engines, including ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews, DeepSeek, Grok, Copilot, Mistral, and Google AI Mode. The breadth of model coverage is the platform's primary differentiator: most competitors track five to nine models, while Rankscale's count is genuinely wider, and it stays at 17+ across every pricing tier.
The platform operates on a self-serve model with four pricing tiers starting at $20/month. This positions it as one of the most affordable formal AI visibility tools available. The tradeoff is fewer workflow features: no API on Essentials or Pro, no white-label delivery until Enterprise ($780/month), and no published citation source attribution layer. For teams running Generative Engine Optimization (GEO) programmes who care most about model coverage on a starter budget, Rankscale delivers exactly that.
Rankscale is suited to individual marketers, brand managers, and SEO practitioners who want broad AI model coverage without investing in a full enterprise platform. The Growth and Enterprise tiers unlock more prompt volume and operational features, but the core product remains a monitoring and reporting tool rather than an operational platform with API integrations.
| Feature | Essentials $20/mo | Pro $99/mo | Growth $385/mo | Enterprise $780/mo |
|---|---|---|---|---|
| AI engines tracked | 17+ | 17+ | 17+ | 17+ |
| Competitor tracking | ✓ | ✓ | ✓ | ✓ |
| API access | ✗ | ✗ | ✓ | ✓ |
| White-label delivery | ✗ | ✗ | ✗ | ✓ |
| Citation attribution | Not published | Not published | Not published | Not published |
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 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, which scores every tracked prompt against current position, mention rate, and link rate; Competitor benchmarking, which surfaces share of voice and sentiment against named competitors in real time; and Source attribution, which extracts the citations AI models rely on so PR and content teams know where to focus review-acquisition and outreach. The diagnostic layer is where Ranksmith adds depth beyond simple mention counts.
The core tracked metrics are AI Authority Index, AI Visibility Rate, Average AI Ranking, Reputation Score, Mentions, Links, Sentiment, and Share of Voice. Coverage is tier-gated: Starter sees ChatGPT and Perplexity only, Pro adds Gemini, and Enterprise unlocks Grok and Claude. There is no Google AI Overviews coverage currently advertised, which is a meaningful gap for SEO teams monitoring that surface specifically.
| Feature | Starter $69/mo | Pro $149/mo | Enterprise $549/mo |
|---|---|---|---|
| AI engines tracked | ChatGPT, Perplexity | ChatGPT, Perplexity, Gemini | ChatGPT, Perplexity, Gemini, Grok, Claude |
| Prompts | 25 | 60 | 150 |
| Competitors | 5 | 10 | 20 |
| Historical data | 6 months | 12 months | 24 months |
| Citation attribution | ✓ | ✓ | ✓ |
| API access | ✗ | ✗ | ✗ |
| Free trial | ✓ | ✓ | ✓ |
Head-to-head feature comparison
| Feature | Rankscale | Ranksmith |
|---|---|---|
| AI engines tracked | 17+ (ChatGPT, Claude, Perplexity, Gemini, Copilot, Grok, DeepSeek, Mistral, AI Mode, AI Overviews) | 5 (ChatGPT, Perplexity, Gemini on Pro, Grok and Claude on Enterprise) |
| Competitive share-of-voice | Yes | Yes |
| Prompt-level citation data | Mention-level | Yes (Prompt Prioritization scoring) |
| Answer / content gap analysis | No (focus is monitoring) | Partial (source attribution layer) |
| Category intelligence | No | No |
| AEO content generation | No | No |
| Crawler / AI bot log access | No | No |
| Page content audits | No | No |
| API access | Growth ($385/mo) and above | Not currently advertised |
| Looker Studio / BI connector | No | No |
| White-label delivery | Enterprise only ($780/mo) | No |
| Pay-per-prompt pricing | No (flat tier pricing) | No (flat tier pricing) |
| Agency multi-brand support | Limited (Enterprise) | No |
| Starting price | $20/mo | $69/mo |
Considering AI Peekaboo alongside Rankscale and Ranksmith?
Neither Rankscale nor Ranksmith offers white-label delivery on entry tiers, and both lack API on their lower plans. AI Peekaboo is the best AI visibility tool for agencies that need both at entry pricing, with read and write API plus white-label reports with guest access links on every plan from $50/month Starter. For SEO and marketing agencies managing multiple clients, AI Peekaboo covers what neither tool delivers at standard pricing, with 5 AI surfaces and Looker Studio connector included.
Read the AI Peekaboo review →Which should you choose?
RankscaleRankscaleRanksmithRanksmithRankscaleRanksmithRanksmithBoth tools are credible self-serve AI visibility trackers with published pricing and no sales-led procurement. The cleanest way to think about them is the trade between model breadth (Rankscale wins with 17+ engines at $20/month) and diagnostic depth (Ranksmith wins with Prompt Prioritization scoring and citation attribution at $69/month). For solo marketers who just need to know where they stand across many engines, Rankscale. For teams that need to know which specific prompts and which specific sources to act on, Ranksmith.
Bottom line
Rankscale is the widest-coverage self-serve AI visibility tracker at the lowest entry price. Ranksmith is the more diagnostic option at a higher floor, with scoring and citation attribution that justify the extra cost for teams that want to act on the data rather than just look at it.
Frequently asked questions
How does Rankscale compare to Ranksmith for AI visibility tool comparison?
Rankscale tracks more AI engines (17+ versus 5) and has a lower entry price ($20 versus $69 per month). Ranksmith adds Prompt Prioritization scoring and citation source attribution that Rankscale does not publish. Both are self-serve Generative Engine Optimization (GEO) tools aimed at teams that want to avoid sales-led procurement.
How much does Ranksmith cost compared to Rankscale?
Ranksmith Starter is $69/month, Pro $149/month, and Enterprise $549/month, with a free trial on every tier. Rankscale Essentials is $20/month, Pro $99/month, Growth $385/month, and Enterprise $780/month. Ranksmith's floor is higher than Rankscale's, but Ranksmith includes a free trial that Rankscale does not advertise.
Which AI visibility tool is best for tracking Grok and DeepSeek?
Rankscale tracks 17+ AI engines including Grok, DeepSeek, Mistral, Copilot, and Google AI Mode as separate channels at every plan level. Ranksmith gates Grok and Claude to its $549/month Enterprise plan and does not currently advertise DeepSeek coverage. If those emerging engines are part of your GEO programme, Rankscale has the wider net.
Is Ranksmith worth the cost versus Rankscale?
For teams that need diagnostic depth, Prompt Prioritization scoring, citation source attribution, and a free trial before committing, the higher floor at Ranksmith is justifiable. For teams that just need broad monitoring across many engines on a tight budget, Rankscale at $20/month is the stronger value.
Does Rankscale have an API? Does Ranksmith?
Rankscale offers API access on its Growth ($385/month) and Enterprise ($780/month) tiers. Essentials and Pro are dashboard-only. Ranksmith does not currently advertise API access on any tier; if programmatic data access is required, confirm availability with the Ranksmith team before purchasing.
Which tool has better Generative Engine Optimization (GEO) coverage on a starter budget?
For GEO monitoring on a starter budget, Rankscale at $20/month covers 17+ engines including Google AI Mode, AI Overviews, Mistral, and DeepSeek. Ranksmith at $69/month covers only ChatGPT and Perplexity on Starter, with Gemini added on Pro. Rankscale has the wider engine list at the entry tier.