Rankscale is an AI search visibility platform built for brands and agencies that need to track and improve their presence in LLM-powered search results. It monitors how AI engines respond to target queries and provides structured data on brand citations, sentiment, and competitive positioning in AI answers.
Product Overview
Rankscale provides measurement infrastructure for the AEO channel. For marketing and SEO teams, it offers structured visibility into how AI models portray their brand—covering mention rate, citation quality, and answer sentiment—across the major platforms. As AI search usage grows, Rankscale gives teams the data to develop and measure an AEO content strategy.
RevOps Jobs-to-Be-Done
- Brand citation rate tracking — Measure how often AI engines cite your brand, products, or content when answering target queries. KPI: Grow AI citation rate for commercial-intent queries quarter over quarter
- AI answer sentiment monitoring — Track whether AI-generated answers about your brand are positive, neutral, or negative. KPI: Maintain positive sentiment in AI answers for branded and category queries
Key Features
- AI Platform Coverage: Tracks ChatGPT, Perplexity, Google AI Overviews, Bing Copilot, and Gemini for configured query sets.
- Citation Rate Metrics: Measures the percentage of AI answers citing your brand for each tracked query.
- Sentiment Analysis: Analyses tone of AI-generated descriptions of your brand, products, and competitors.
- API Access: REST API for integrating AI visibility data into custom dashboards and BI tools.
- Competitive Benchmarking: Side-by-side AI visibility comparison with competitor brands.
How It Fits Your Stack
Primary system of record: Standalone AEO platform with API
Key integrations: REST API, CSV exports, Slack
Data flows: Rankscale queries AI platforms on a scheduled basis and stores structured results. API enables custom data pipeline integration for teams with BI infrastructure.
Security & Compliance
- SSO / SAML: No
- RBAC / permissions: Yes
- Audit logs: No
- Certifications: GDPR
- Data residency: EU
Implementation & Ownership
- Time to first value: Hours
- Implementation complexity: Low
- Typical owners: SEO Manager, Content Marketing, Marketing Ops
Self-serve setup. API access available on higher plans for teams integrating AEO data into existing dashboards.
Pricing & Contracts
- Pricing model: Per seat / tiered
- Indicative range: Contact for pricing; multiple tiers available
- Minimum commitment: Monthly or Annual
- Free tier: No
- Common add-ons: API access, Additional query volume
Who It's Best For
SEO and marketing teams that want to integrate AI search visibility data into their existing analytics and reporting stack via API.
Good fit if:
- Teams with existing BI infrastructure wanting to add AEO metrics
- Agencies managing AI visibility for multiple clients
- Brands in competitive categories actively building an AEO strategy
Probably not ideal if:
- Teams without data infrastructure to leverage the API—simpler tools like Otterly may suffice
- Very early-stage brands with minimal AI search presence to measure
Proof & Buyer Signals
Ratings: Early-stage; positive feedback from early adopters
What buyers praise:
- API access for BI integration stands out
- Sentiment analysis adds depth
- Solid platform coverage
Common complaints:
- Smaller team than established SEO platforms
- Pricing less transparent than competitors
Pros
- API-first approach enables AEO data integration into existing BI stacks
- Sentiment analysis adds qualitative depth beyond mention rate
- Covers all major AI search platforms
Cons
- Newer platform—less established than traditional SEO tools
- Limited third-party integrations vs. mature SEO platforms
Often Compared With
- Profound — Profound has more enterprise depth and citation source analysis; Rankscale's API-first approach suits teams wanting to own their data pipeline.
- Peec AI — Peec AI uses a rank-tracking UX; Rankscale adds sentiment analysis and a stronger API for BI integration.
- Otterly — Otterly is simpler and has a free tier; Rankscale offers more structured data and API access for analytical teams.
