Aiso vs Ranksmith in 2026: Conversation discovery vs prompt prioritization with citation extraction
Two AI visibility platforms with similar pricing but different feature focuses. Aiso leads with conversation analysis and three-state scoring at $79/month. Ranksmith leads with prompt prioritization and citation extraction from $69/month in public beta.
Aiso
Ranksmith- Aiso starts at $79/month for three-engine tracking with a Conversation Explorer. Ranksmith starts at $69/month for Starter (ChatGPT and Perplexity only) with a free trial and no credit card required.
- Ranksmith covers 5 AI engines (ChatGPT, Perplexity, Gemini, Grok, Claude) but tier-gates them: Starter sees ChatGPT and Perplexity only, Pro adds Gemini, Enterprise unlocks Grok and Claude. Aiso covers three engines on every plan.
- Ranksmith includes Prompt Prioritization scoring every tracked prompt across current position, mention rate, and link rate, plus citation extraction and source attribution. Aiso focuses on conversation-led discovery and three-state scoring.
- Aiso reserves API access for Enterprise tier only. Ranksmith does not currently advertise API access on any tier, so neither tool exposes programmatic data access.
- Ranksmith is in public beta with published pricing ($69/$149/$549) and a free trial on every tier. Aiso is a more mature product with self-serve signup and three-state scoring at $79/month.
- For Generative Engine Optimization (GEO) teams in the discovery phase needing conversation-led prompt research, Aiso is the more purposeful fit at $79/month. For teams wanting prompt prioritization scoring plus citation extraction on a published-pricing beta platform, Ranksmith is the more analytical choice from $69/month.
If you are weighing AI visibility tools with transparent self-serve pricing, Aiso and Ranksmith both fit mid-tier budgets but solve different parts of the GEO workflow. Aiso uses a Conversation Explorer to surface real ChatGPT and Gemini prompts, tracks three engines with three-state Mentioned, Recommended, Absent scoring at $79/month. Ranksmith is a Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO) platform currently in public beta that tracks 5 AI engines (ChatGPT, Perplexity, Gemini, Grok, Claude) with prompt prioritization scoring and citation extraction, starting at $69/month on Starter with a free trial and no credit card required. How does Aiso compare to Ranksmith for teams weighing conversation-led discovery against prompt prioritization with citation extraction? Both serve Generative Engine Optimization (GEO) programmes, but Aiso helps you discover prompts while Ranksmith helps you prioritize them after they are defined. The right pick depends on whether discovery or prioritization depth is your bigger gap.
The tools at a glance
Aiso
AI search optimization using real ChatGPT and Gemini conversation analysis
Aiso is an AI search optimization platform that focuses on prompt discovery. Its Conversation Explorer analyzes real conversations happening in ChatGPT and Gemini to surface the prompts actual users are asking in your category. For teams entering Generative Engine Optimization (GEO) for the first time, this removes a significant amount of upfront prompt engineering work and grounds the monitoring programme in real usage data.
The platform tracks three AI engines (ChatGPT, Gemini, and Perplexity) and uses a three-state scoring model: Mentioned, Recommended, or Absent. This scoring is more informative than a binary cited or not cited metric, since being mentioned in a long list of alternatives and being actively recommended as a solution represent meaningfully different brand outcomes. Aiso also tracks fan-out patterns: the secondary prompts users ask after an initial query.
The trade-off versus Ranksmith is prioritization layer. Aiso covers three engines versus Ranksmith up to 5, has no API access on Starter or Growth, and offers no citation extraction. For teams that need conversation-led prompt discovery first, Aiso is the right starting point at $79/month with self-serve signup.
| Feature | Starter $79/month | Growth $239/month | Enterprise Custom pricing |
|---|---|---|---|
| AI models tracked | 3 | 3 | 3 |
| Conversation Explorer | ✓ | ✓ | ✓ |
| Competitor benchmarking | ✓ | ✓ | ✓ |
| Fan-out tracking | ✓ | ✓ | ✓ |
| API access | ✗ | ✗ | ✓ |
| White-label delivery | ✗ | ✗ | ✗ |
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, 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 trade-off versus Aiso is the discovery layer. Ranksmith assumes you already know your prompt set; it does not analyze real ChatGPT and Gemini conversations to surface prompts the way Aiso's Conversation Explorer does. The product is in public beta, so expect some rough edges. For teams wanting prompt prioritization and citation extraction on a published-pricing platform, Ranksmith is the more analytical choice from $69/month.
| 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 | Aiso | Ranksmith |
|---|---|---|
| AI engines tracked | ChatGPT, Gemini, Perplexity | 5 (ChatGPT, Perplexity, Gemini, Grok, Claude) tier-gated |
| Competitive share-of-voice | Yes | Yes |
| Prompt-level citation data | Yes (Mentioned, Recommended, Absent scoring) | Yes (citation extraction) |
| Answer / content gap analysis | Partial (via fan-out tracking) | Partial |
| Category intelligence | Yes (GPT Trends) | Partial |
| AEO content generation | No | No |
| Crawler / AI bot log access | No | No |
| Page content audits | No | No |
| API access | Enterprise plan only | No (not advertised) |
| Looker Studio / BI connector | No native connector | No native connector |
| White-label delivery | No | No |
| Pay-per-prompt pricing | No (seat-based plans) | No |
| Agency multi-brand support | No | No |
| Starting price | $79/mo | $69/mo |
Considering AI Peekaboo alongside Aiso and Ranksmith?
Both Aiso and Ranksmith lock API access behind enterprise tiers and offer no white-label delivery, leaving agencies and multi-brand teams stuck inside the vendor dashboard. AI Peekaboo is a self-serve AEO monitoring tool with a read/write API, white-label reports, and Looker Studio connector on every plan from $50/month, the best AI visibility tool for SEO agencies. Built for agencies and marketing teams that need self-serve AI visibility monitoring without a sales call.
Read the AI Peekaboo review →Which should you choose?
AisoRanksmithAisoRanksmithAisoRanksmithAisoBoth tools are credible AI visibility platforms with transparent pricing under $100/month, but they serve different parts of the GEO workflow. Aiso at $79/month is a focused prompt discovery platform with three-state scoring grounded in real ChatGPT and Gemini conversations. Ranksmith at $69/month is a beta platform focused on prompt prioritization scoring plus citation extraction. The choice is essentially discovery-versus-prioritization as your bigger gap, with a caveat that Ranksmith is in public beta.
Bottom line
If your priority is Generative Engine Optimization (GEO) prompt discovery grounded in real ChatGPT and Gemini conversations with three-state scoring, Aiso at $79/month is the more purposeful fit. If your priority is prompt prioritization scoring plus citation extraction on a published-pricing beta platform from $69/month, Ranksmith is the more analytical choice. Both tools have gaps on API access; pick the one that matches your team's maturity stage and beta tolerance.
Frequently asked questions
How does Aiso compare to Ranksmith for AI visibility monitoring?
Aiso at $79/month is a prompt discovery platform with three-engine coverage, three-state Mentioned, Recommended, Absent scoring, and a Conversation Explorer that surfaces real ChatGPT and Gemini prompts. Ranksmith at $69/month is a beta platform tracking up to 5 engines with prompt prioritization scoring plus citation extraction. Aiso fits the discovery phase; Ranksmith fits teams wanting prioritization analytics on a published-pricing beta product.
Is Ranksmith worth the cost for prompt prioritization and citation extraction?
For marketing teams that want structured prompt prioritization scoring plus citation extraction and source attribution, Ranksmith at $69/month Starter with a free trial is genuinely accessible. The trade-off is tier-gated engine coverage: Starter only covers ChatGPT and Perplexity, while Grok and Claude are Enterprise-only. For teams that need conversation-led prompt discovery first, Aiso at $79/month is the lower-friction fit.
How much does Aiso cost compared to Ranksmith?
Aiso starts at $79/month on Starter, $239/month on Growth, and Custom on Enterprise. Ranksmith starts at $69/month on Starter (ChatGPT and Perplexity only), $149/month on Pro (adds Gemini), and $549/month on Enterprise (adds Grok and Claude). Aiso is $10/month more at the entry tier but covers three engines at every level. Ranksmith is in public beta with a free trial and no credit card required on every tier.
Which tool has better prompt discovery for AI visibility?
Aiso is the answer here. Its Conversation Explorer analyzes real ChatGPT and Gemini conversations to surface prompts actual users are asking in your category, removing guesswork from prompt set definition at $79/month. Ranksmith assumes you already know your prompt set; it does not have an equivalent prompt discovery layer. For teams entering Generative Engine Optimization (GEO) for the first time, Aiso is the more purposeful fit.
Does Ranksmith have API access?
Ranksmith does not currently advertise API access on any tier. Aiso reserves API access for its Enterprise tier only. For teams that need API access at transparent pricing, AI Peekaboo includes a read and write API on every plan from $50/month.
Which AI visibility tool is in beta?
Ranksmith is in public beta. The platform is live with paying customers and an active app, but the team is still shipping features and refinements. Aiso is a more mature product with established three-state scoring and Conversation Explorer functionality. For teams that prefer stable, mature platforms, Aiso at $79/month is the safer choice. For teams comfortable with beta products and willing to evaluate fast-moving feature development, Ranksmith at $69/month with its free trial is worth exploring.