Ranksmith vs Scrunch AI in 2026: Brand-level prompt scoring from $69 vs category-level citation intelligence from $250
Two Generative Engine Optimization platforms built on opposite premises. One scores brand-level prompts, the other maps the category first.
Ranksmith
Scrunch AI- Ranksmith tracks 5 AI engines with Prompt Prioritization scoring on every tier from $69/month. Scrunch AI tracks 5 engines with category citation mapping and a 1,000-prompt industry library from $250/month.
- Ranksmith publishes scoring that combines position, mention rate, and link rate for every tracked prompt. Scrunch AI does not publish a comparable per-prompt scoring framework.
- Scrunch AI ships category citation intelligence and persona-based analysis. Ranksmith does not publish a category-level mapping layer.
- Ranksmith Starter is $69/month. Scrunch AI Starter is $250/month. The price gap is more than 3.6x at the entry tier.
- Neither tool offers API access on standard plans. Scrunch AI unlocks the Enterprise Data API only on custom Enterprise contracts. Ranksmith does not advertise API on any tier today.
- Ranksmith offers a free trial on every tier with no credit card. Scrunch AI does not advertise a free trial; entry is paid at $250/month.
- For Generative Engine Optimization (GEO) programmes with a content strategy mandate, Scrunch AI's category framing is differentiated. Ranksmith is the cheaper prompt-scoring option.
How does Ranksmith compare to Scrunch AI if you are choosing an AI visibility platform for a content or SEO programme? That is the question most mid-market buyers are asking in 2026, because both tools are positioned at the same buyer persona but answer different upstream questions even though both surface citation data in the end. Ranksmith is a brand-first monitor that scores every tracked prompt against position, mention rate, and link rate across 5 AI engines from $69/month on Starter. Scrunch AI flips the framing: it maps which prompts drive AI citations across your entire category first, then shows where your brand sits, and it does so with a 1,000-prompt industry library on the $250/month Starter plan. Both are credible GEO platforms with self-serve signups. The right pick depends on whether you need brand-level prompt scoring on a curated engine set or category-first intelligence with a persona layer.
The tools at a glance
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 |
| Prompt Prioritization | ✓ | ✓ | ✓ |
| API access | ✗ | ✗ | ✗ |
| Free trial | ✓ | ✓ | ✓ |
Scrunch AI
Category-level AI citation intelligence for content strategy
Scrunch AI is an AI citation intelligence platform that maps citation patterns at the category level before focusing on individual brand performance. Instead of asking "where does my brand appear in AI answers", it starts with "what prompts are driving citations in my category, and who is getting cited". This shift in framing gives content teams a different kind of insight: a picture of which topics, formats, and sources AI models reliably cite in their niche.
The platform includes a library of 1,000 industry prompts on the Starter plan, which removes the need to build a monitoring question set from scratch. These prompts are drawn from real AI query patterns in your category, and the citation data they generate shows you what is actually working in AI answers before you invest in brand-level tracking.
Scrunch AI is priced for teams with budget: $250/month for Starter is the highest entry point of any tool in this comparison. The data is strong; the limitation is getting it out of the platform on a standard plan, where there is no API and no white-label delivery.
| Feature | Starter $250/mo | Growth $417/mo | Enterprise Custom |
|---|---|---|---|
| User licenses | 3 | 5 | Custom |
| Custom prompts | 350 | 700 | Custom |
| Industry prompts | 1,000 | 2,500 | Custom |
| Personas | 3 | 5 | Custom |
| Page audits | 5 | 10 | Custom |
| Enterprise Data API | ✗ | ✗ | ✓ |
| SAML / OIDC security | ✗ | ✗ | ✓ |
| Dedicated GTM team | ✗ | ✗ | ✓ |
Head-to-head feature comparison
| Feature | Ranksmith | Scrunch AI |
|---|---|---|
| AI engines tracked | 5 (ChatGPT, Perplexity, Gemini on Pro, Grok and Claude on Enterprise) | 5 (ChatGPT, Claude, Perplexity, Gemini, Copilot) |
| Competitive share-of-voice | Yes | Yes |
| Prompt-level citation data | Yes (Prompt Prioritization scoring) | Yes |
| Answer / content gap analysis | Partial (source attribution layer) | Yes (category mapping) |
| Category intelligence | No | Yes (1,000 industry prompts on Starter) |
| AEO content generation | No | No |
| Crawler / AI bot log access | No | No |
| Page content audits | No | Yes (page audits on every tier) |
| API access | Not currently advertised | Enterprise only (custom contract) |
| Looker Studio / BI connector | No | No |
| White-label delivery | No | No |
| Pay-per-prompt pricing | No (flat tier pricing) | No (flat tier pricing) |
| Agency multi-brand support | No | No |
| Starting price | $69/mo | $250/mo |
Considering AI Peekaboo alongside Ranksmith and Scrunch AI?
Both Ranksmith and Scrunch AI lock API access above standard plans (Ranksmith does not advertise one at all, Scrunch AI reserves its Data API for Enterprise contracts), and neither offers white-label delivery for client reporting. AI Peekaboo is an AI visibility platform with white-label reports, a read/write API on every plan, and multi-brand agency support from $50/month. Built for SEO agencies and mid-market marketing teams.
Read the AI Peekaboo review →Which should you choose?
RanksmithScrunch AIScrunch AIRanksmithRanksmithScrunch AIScrunch AIBoth tools are credible GEO platforms with self-serve signups, but they live at different points on the strategy curve. Ranksmith starts at the brand level and scores every tracked prompt. Scrunch AI starts at the category level and ships an industry prompt library plus persona analysis. For brand-level prompt scoring on a budget, Ranksmith. For category-first strategy with persona intelligence, Scrunch AI.
Bottom line
Ranksmith is the right pick for teams that want brand-level prompt scoring, citation attribution, and a free trial on every tier at $69/month. Scrunch AI is the right pick for teams that want category citation mapping, persona analysis, and a 1,000-prompt industry library at $250/month.
Frequently asked questions
How does Ranksmith compare to Scrunch AI for AI visibility tool comparison?
Ranksmith tracks 5 engines (ChatGPT, Perplexity, Gemini on Pro, Grok and Claude on Enterprise) and starts at $69/month with Prompt Prioritization scoring. Scrunch AI tracks 5 engines and starts at $250/month with category citation mapping and a 1,000-prompt industry library. Ranksmith is the brand-level scoring option; Scrunch AI is the category-first strategy option.
How much does Scrunch AI cost compared to Ranksmith?
Scrunch AI Starter is $250/month, Growth $417/month, and Enterprise is custom. Ranksmith Starter is $69/month, Pro $149/month, and Enterprise $549/month. The entry gap is more than 3.6x in Scrunch AI's favour for a higher floor, but Ranksmith ships scoring depth that Scrunch AI does not publish.
Which AI visibility tool is best for content strategy?
Scrunch AI is built for content strategy: it maps category citations, segments by persona, and ships a 1,000-prompt industry library on Starter. Ranksmith is built for brand-level prompt scoring on a curated 5-engine set. For content strategy work, Scrunch AI is the more direct fit.
Which tool has better prompt-level scoring?
Ranksmith publishes Prompt Prioritization scoring on every tier, combining position, mention rate, and link rate per prompt. Scrunch AI does not publish a comparable scoring framework. For per-prompt scoring depth, Ranksmith is the more direct fit.
Does Ranksmith have a free trial? Does Scrunch AI?
Ranksmith offers a free trial on every tier with no credit card required. Scrunch AI does not advertise a free trial; the entry is paid at $250/month. Ranksmith is the only one of the two with a published free trial path.
Which tool is best for tracking emerging AI engines like Grok and DeepSeek?
Ranksmith unlocks Grok and Claude on Enterprise at $549/month but does not currently advertise DeepSeek. Scrunch AI does not track Grok or DeepSeek; it covers ChatGPT, Claude, Perplexity, Gemini, and Copilot. Neither is a fit for DeepSeek tracking today.